From 8219d00f5215b3c12bfd423a92668501d8c1b318 Mon Sep 17 00:00:00 2001 From: ryaneggz Date: Sun, 6 Apr 2025 12:53:13 -0500 Subject: [PATCH 1/2] Can do rag on repository --- .cursorignore | 4 + .cursorindexingignore | 25 + .dockerignore | 3 +- main.py | 73 +- src/middleware/api_key.py | 12 +- src/utils/github.py | 354 + src/utils/search.py | 29 - vector_store.json | 1089711 ++++++++++++++++++++++++++++++++++ 8 files changed, 1090168 insertions(+), 43 deletions(-) create mode 100644 .cursorignore create mode 100644 .cursorindexingignore create mode 100644 src/utils/github.py delete mode 100644 src/utils/search.py diff --git a/.cursorignore b/.cursorignore new file mode 100644 index 0000000..73916c7 --- /dev/null +++ b/.cursorignore @@ -0,0 +1,4 @@ +**/.env* +**/.example.env +**/.venv +**/logs/ diff --git a/.cursorindexingignore b/.cursorindexingignore new file mode 100644 index 0000000..44c93f5 --- /dev/null +++ b/.cursorindexingignore @@ -0,0 +1,25 @@ +**/.env* +**/logs +**/__pycache__ +**/__pycache__/* +**/logs/* +**/.venv +**/.venv/* +**/node_modules +**/node_modules/* +**/dist +**/dist/* +**/build +**/build/* +**/env +**/env/* +**/src/public +**/src/public/* +**/src/templates +**/src/templates/* +**/src/static +**/src/static/* +**/src/static/css +**/src/static/css/* +**/src/static/js +**/src/static/js/* \ No newline at end of file diff --git a/.dockerignore b/.dockerignore index 8d96324..041a389 100644 --- a/.dockerignore +++ b/.dockerignore @@ -12,4 +12,5 @@ __pycache__/ htmlcov/ scripts/ Docker* -docker-compose.yml \ No newline at end of file +docker-compose.yml +.cursor* \ No newline at end of file diff --git a/main.py b/main.py index 1684347..97822f1 100644 --- a/main.py +++ b/main.py @@ -1,7 +1,8 @@ # mcp/main.py import json import os -from src.middleware.api_key import middleware +from typing import List, Optional +from src.middleware.api_key import get_headers, middleware from src.utils.rag import DEFAULT_VECTOR_STORE_PATH from pydantic import BaseModel import uvicorn @@ -12,6 +13,7 @@ from src.utils.scrape import retrieve_webpage from src.utils.rag import VectorStore, Splitter +from src.utils.github import GitHubAPI # Initialize FastMCP server instance mcp = FastMCP( @@ -35,19 +37,66 @@ class Split(BaseModel): chunk_size: int = 1000 chunk_overlap: int = 0 + @mcp.tool() -async def scrape_to_knowledge_base(url: str, title: str, split: Split) -> str: - """Scrape a web page and add it to the knowledge base""" - page = retrieve_webpage(url) - docs = [Document(page_content=page, metadata={"source": url, "title": title})] - if split.active: - docs = splitter.split_docs(docs) - # Add chunk index to metadata for each document - for i, doc in enumerate(docs): - doc.metadata["chunk"] = i - await vector_store.aadd_docs(docs) - return f"Scraped {url} resulting in {len(docs)} documents" +async def index_github_repository( + owner: str, + repo: str, + extensions: List[str], + path: str = "", + ref: Optional[str] = None, + chunk_size: int = 0, + chunk_overlap: int = 0 +) -> str: + """ + Index a GitHub repository's contents into the knowledge base. + + Args: + owner: GitHub repository owner/organization + repo: Repository name + extensions: List of file extensions to index (e.g. [".py", ".md"]) + path: Optional path within repository to start indexing from + ref: Optional branch, tag, or commit SHA + chunk_size: Size of text chunks for splitting documents + chunk_overlap: Overlap between chunks + + Returns: + str: Summary of indexing operation + """ + ctx = mcp.get_context() + headers = get_headers(ctx.request_context) + authorization = headers.get("authorization") + if not authorization: + raise ValueError("Authorization header is required") + + # Initialize GitHub client + github_client = GitHubAPI(pat_token=authorization) + + try: + # Get and index repository contents + documents = await github_client.get_repository_contents_to_vectorstore( + owner=owner, + repo=repo, + extensions=extensions, + path=path, + ref=ref, + chunk_size=chunk_size, + chunk_overlap=chunk_overlap + ) + + return ( + f"Successfully indexed {len(documents)} documents from {owner}/{repo}\n" + f"Extensions processed: {', '.join(extensions)}\n" + f"Path: {path or 'root'}\n" + f"Reference: {ref or 'default branch'}" + ) + + except Exception as e: + return f"Error indexing repository: {str(e)}" +##################################################################################### +# RAG +##################################################################################### @mcp.tool() async def retrieve_documents(query: str, search_type: str = "mmr", search_kwargs: dict = {'k': 10}) -> list[dict]: """Rewrite the query to be more specific and retrieve documents from the knowledge base""" diff --git a/src/middleware/api_key.py b/src/middleware/api_key.py index 53633db..89617f7 100644 --- a/src/middleware/api_key.py +++ b/src/middleware/api_key.py @@ -1,6 +1,16 @@ from starlette.exceptions import HTTPException from src.config import Config + +def get_headers(req_ctx): + scope = req_ctx.scope + # Convert bytes headers to string dictionary + headers = { + k.decode('utf-8').lower(): v.decode('utf-8') + for k, v in scope.get("headers", []) + } if scope is not None else {} + return headers + # Middleware function to check API key authentication def middleware(req_ctx): scope = req_ctx.scope @@ -10,7 +20,7 @@ def middleware(req_ctx): for k, v in scope.get("headers", []) } if scope is not None else {} - if headers.get("x-api-key") != Config.MCP_API_KEY.value: + if headers.get("x-mcp-key") != Config.MCP_API_KEY.value: raise HTTPException(status_code=401, detail="Unauthorized") return True \ No newline at end of file diff --git a/src/utils/github.py b/src/utils/github.py new file mode 100644 index 0000000..b9c3f41 --- /dev/null +++ b/src/utils/github.py @@ -0,0 +1,354 @@ +from typing import Optional, Dict, Any, List +import httpx +from urllib.parse import urljoin +import base64 +from pathlib import Path +from langchain_core.documents import Document + +from src.utils.rag import VectorStore + +class GitHubAPI: + """A class to interact with the GitHub API using a Personal Access Token.""" + + BASE_URL = "https://api.github.com" + + def __init__(self, pat_token: str): + """ + Initialize the GitHub API client. + + Args: + pat_token (str): GitHub Personal Access Token + """ + self.pat_token = pat_token + self.headers = { + "Authorization": f"token {pat_token}", + "Accept": "application/vnd.github.v3+json", + "User-Agent": "GitHubAPI-Client" + } + + async def _make_request( + self, + method: str, + endpoint: str, + params: Optional[Dict[str, Any]] = None, + json_data: Optional[Dict[str, Any]] = None + ) -> Dict[str, Any]: + """ + Make an authenticated request to the GitHub API. + + Args: + method (str): HTTP method (GET, POST, etc.) + endpoint (str): API endpoint + params (Optional[Dict[str, Any]]): Query parameters + json_data (Optional[Dict[str, Any]]): JSON data for POST/PUT requests + + Returns: + Dict[str, Any]: API response + + Raises: + httpx.HTTPError: If the request fails + ValueError: If the response is not valid JSON + """ + url = urljoin(self.BASE_URL, endpoint) + + async with httpx.AsyncClient() as client: + response = await client.request( + method=method, + url=url, + headers=self.headers, + params=params, + json=json_data + ) + response.raise_for_status() + return response.json() + + async def get_repository(self, owner: str, repo: str) -> Dict[str, Any]: + """ + Get repository information. + + Args: + owner (str): Repository owner + repo (str): Repository name + + Returns: + Dict[str, Any]: Repository information + """ + return await self._make_request("GET", f"/repos/{owner}/{repo}") + + async def get_issues( + self, + owner: str, + repo: str, + state: str = "open", + page: int = 1, + per_page: int = 30 + ) -> Dict[str, Any]: + """ + Get repository issues. + + Args: + owner (str): Repository owner + repo (str): Repository name + state (str): Issue state (open, closed, all) + page (int): Page number + per_page (int): Number of items per page + + Returns: + Dict[str, Any]: Issues information + """ + params = { + "state": state, + "page": page, + "per_page": per_page + } + return await self._make_request("GET", f"/repos/{owner}/{repo}/issues", params=params) + + async def create_issue( + self, + owner: str, + repo: str, + title: str, + body: str, + labels: Optional[List[str]] = None, + assignees: Optional[List[str]] = None + ) -> Dict[str, Any]: + """ + Create a new issue. + + Args: + owner (str): Repository owner + repo (str): Repository name + title (str): Issue title + body (str): Issue body + labels (Optional[List[str]]): List of labels + assignees (Optional[List[str]]): List of assignees + + Returns: + Dict[str, Any]: Created issue information + """ + data = { + "title": title, + "body": body, + "labels": labels or [], + "assignees": assignees or [] + } + return await self._make_request("POST", f"/repos/{owner}/{repo}/issues", json_data=data) + + async def get_file_contents( + self, + owner: str, + repo: str, + path: str, + ref: Optional[str] = None + ) -> Dict[str, Any]: + """ + Get contents of a file from a repository. + + Args: + owner (str): Repository owner + repo (str): Repository name + path (str): Path to the file in the repository + ref (Optional[str]): The name of the commit/branch/tag. Defaults to the default branch + + Returns: + Dict[str, Any]: File content information including decoded content + """ + params = {"ref": ref} if ref else None + response = await self._make_request( + "GET", + f"/repos/{owner}/{repo}/contents/{path}", + params=params + ) + + if isinstance(response, dict) and "content" in response: + # Decode base64 content + content = base64.b64decode(response["content"]).decode("utf-8") + response["decoded_content"] = content + + return response + + async def list_repository_files( + self, + owner: str, + repo: str, + path: str = "", + ref: Optional[str] = None, + extensions: Optional[List[str]] = None, + recursive: bool = False + ) -> List[Dict[str, Any]]: + """ + List files in a repository directory, optionally filtered by extension. + + Args: + owner (str): Repository owner + repo (str): Repository name + path (str): Path in the repository to list + ref (Optional[str]): The name of the commit/branch/tag + extensions (Optional[List[str]]): List of file extensions to filter by (e.g. ['.py', '.js']) + recursive (bool): Whether to recursively list files in subdirectories + + Returns: + List[Dict[str, Any]]: List of file information + """ + params = {"ref": ref} if ref else None + response = await self._make_request( + "GET", + f"/repos/{owner}/{repo}/contents/{path}", + params=params + ) + + files = [] + + for item in response: + if item["type"] == "file": + if extensions: + file_ext = Path(item["name"]).suffix.lower() + if file_ext in extensions: + files.append(item) + else: + files.append(item) + elif item["type"] == "dir" and recursive: + # Recursively get files from subdirectories + subdir_files = await self.list_repository_files( + owner=owner, + repo=repo, + path=item["path"], + ref=ref, + extensions=extensions, + recursive=True + ) + files.extend(subdir_files) + + return files + + async def search_code( + self, + owner: str, + repo: str, + query: str, + extensions: Optional[List[str]] = None, + path: Optional[str] = None + ) -> Dict[str, Any]: + """ + Search for code in a repository with optional filters. + + Args: + owner (str): Repository owner + repo (str): Repository name + query (str): Search query + extensions (Optional[List[str]]): List of file extensions to filter by + path (Optional[str]): Path to search within + + Returns: + Dict[str, Any]: Search results + """ + # Build the search query + search_query = f"{query} repo:{owner}/{repo}" + + if extensions: + ext_filters = " ".join(f"extension:{ext.lstrip('.')}" for ext in extensions) + search_query = f"{search_query} {ext_filters}" + + if path: + search_query = f"{search_query} path:{path}" + + params = { + "q": search_query, + "per_page": 100 + } + + return await self._make_request("GET", "/search/code", params=params) + + async def get_repository_contents_to_vectorstore( + self, + owner: str, + repo: str, + extensions: List[str], + path: str = "", + ref: Optional[str] = None, + include_file_info: bool = True, + chunk_size: int = 0, + chunk_overlap: int = 0 + ) -> List[Document]: + """ + Recursively get contents of files with specified extensions and add them to the vector store. + + Args: + owner (str): Repository owner + repo (str): Repository name + extensions (List[str]): List of file extensions to include (e.g. ['.py', '.js']) + path (str): Path in the repository to start from + ref (Optional[str]): The name of the commit/branch/tag + include_file_info (bool): Whether to include file metadata in the document + chunk_size (int): Size of text chunks for splitting documents + chunk_overlap (int): Overlap between chunks + + Returns: + List[Document]: List of processed documents + """ + from src.utils.rag import Splitter + + # Get all files recursively + files = await self.list_repository_files( + owner=owner, + repo=repo, + path=path, + ref=ref, + extensions=extensions, + recursive=True + ) + + documents = [] + splitter = Splitter(chunk_size=chunk_size, chunk_overlap=chunk_overlap) + + # Process each file + for file in files: + try: + # Get file contents + content = await self.get_file_contents( + owner=owner, + repo=repo, + path=file["path"], + ref=ref + ) + + if "decoded_content" not in content: + continue + + # Create metadata + metadata = { + "source": file["html_url"], + "path": file["path"], + "sha": file["sha"], + "size": file["size"], + "type": "github_file" + } if include_file_info else {"type": "github_file"} + + # Create document + doc = Document( + page_content=content["decoded_content"], + metadata=metadata + ) + + # Split document if needed + docs = splitter.split_docs([doc]) + + # Add chunk index to metadata + for i, split_doc in enumerate(docs): + split_doc.metadata["chunk"] = i + + documents.extend(docs) + + except Exception as e: + print(f"Error processing file {file['path']}: {e}") + continue + + # Add documents to vector store + if documents: + # Process documents in batches of 20 + batch_size = 20 + for i in range(0, len(documents), batch_size): + batch = documents[i:i + batch_size] + await VectorStore().aadd_docs(batch) + + return documents diff --git a/src/utils/search.py b/src/utils/search.py deleted file mode 100644 index d881afb..0000000 --- a/src/utils/search.py +++ /dev/null @@ -1,29 +0,0 @@ -from tavily import TavilyClient -from src.config import Config -from typing import Literal -class Search: - def __init__(self): - self.client = TavilyClient(api_key=Config.TAVILY_API_KEY.value) - - def query( - self, - query: str, - search_type: Literal["question", "context", None] = None, - max_results: int = 5 - ) -> str: - """ - Search the web - - Args: - query: The search query - search_type: Type of search to perform - "question" for context search, - "context" for context search, or "auto" to automatically detect - """ - result = None - if search_type == "question": - result = self.client.qna_search(query, max_results=max_results) - elif search_type == "context": - result = self.client.get_search_context(query, max_results=max_results) - else: - result = self.client.search(query, max_results=max_results) - return result diff --git a/vector_store.json b/vector_store.json index 90e67dd..9e9dd26 100644 --- a/vector_store.json +++ b/vector_store.json @@ -46258,5 +46258,1089716 @@ "start_index": 11894, "chunk": 14 } + }, + "5e04cb4d-dfb8-4e49-a8c3-62cc187fb224": { + "id": "5e04cb4d-dfb8-4e49-a8c3-62cc187fb224", + "vector": [ + -0.023361504077911377, + -0.005768442060798407, + -0.016633938997983932, + 0.01609957031905651, + -0.024978313595056534, + -0.03151405230164528, + -0.013592148199677467, + 0.035706792026758194, + -0.003151405369862914, + 0.029568403959274292, + -0.0022265363950282335, + 0.028143418952822685, + -0.008762276731431484, + -0.003778260899707675, + 0.025800418108701706, + 0.028855910524725914, + -0.04170816391706467, + 0.018456274643540382, + 0.012893358245491982, + -0.047682132571935654, + 0.04176297038793564, + -0.01600365899503231, + -0.016469517722725868, + 0.04348939284682274, + 0.002963006030768156, + 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Request\nfrom fastapi.responses import FileResponse\nfrom fastapi.staticfiles import StaticFiles \nfrom fastapi.middleware.cors import CORSMiddleware\nimport os\n\nfrom src.routes.v0 import tool, llm, thread, retrieve, source, info, auth, token, storage, settings, agent, model\nfrom src.constants import (\n HOST,\n PORT,\n LOG_LEVEL,\n APP_VERSION,\n APP_ENV\n)\nfrom src.utils.migrations import run_migrations\n\nfrom contextlib import asynccontextmanager\n\n@asynccontextmanager\nasync def lifespan(app: FastAPI):\n # Startup\n print(\"Starting up...\")\n print(f\"Environment Settings:\")\n print(f\"APP_VERSION: {APP_VERSION}\")\n print(f\"LOG_LEVEL: {LOG_LEVEL}\")\n print(f\"HOST: {HOST}\")\n print(f\"PORT: {PORT}\")\n print(f\"APP_ENV: {APP_ENV}\")\n if APP_ENV == \"production\" or APP_ENV == \"staging\":\n run_migrations()\n yield\n # Shutdown\n pass", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/main.py", + "path": "backend/main.py", + 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\"It allows you to create new threads, query existing threads, \"\n \"and get the history of a thread.\\n Check out the repo on \"\n f\"Github\"\n ),\n contact={\n \"name\": \"Ryan Eggleston\",\n \"email\": \"ryaneggleston@promptengineers.ai\"\n },\n debug=True,\n docs_url=\"/api\",\n lifespan=lifespan\n)\n\n\n# Add CORS middleware\napp.add_middleware(\n CORSMiddleware,\n allow_origins=[\"*\"],\n allow_credentials=True,\n allow_methods=[\"*\"],\n allow_headers=[\"*\"],\n)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/main.py", + "path": "backend/main.py", + "sha": "780ff99919ad09794095ce6dad5eb243bd15928e", + "size": 3567, + "type": "github_file", + "start_index": 902, + "chunk": 1 + } + }, + "12697422-3702-4c16-a856-979f67b0037c": { + "id": "12697422-3702-4c16-a856-979f67b0037c", + "vector": [ + -0.0035413545556366444, + -0.0025281691923737526, + -0.0251474529504776, + -0.0023411933798342943, + -0.006660814862698317, + 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prefix=PREFIX)\napp.include_router(agent, prefix=PREFIX)\napp.include_router(retrieve, prefix=PREFIX)\napp.include_router(source, prefix=PREFIX)\napp.include_router(storage, prefix=PREFIX)\n\n# Mount specific directories only if they exist\napp.mount(\"/docs\", StaticFiles(directory=\"src/public/docs\", html=True), name=\"docs\")\napp.mount(\"/assets\", StaticFiles(directory=\"src/public/assets\"), name=\"assets\")\n\n# Check if icons directory exists before mounting\nif os.path.exists(\"src/public/icons\"):\n app.mount(\"/icons\", StaticFiles(directory=\"src/public/icons\"), name=\"icons\")", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/main.py", + "path": "backend/main.py", + "sha": "780ff99919ad09794095ce6dad5eb243bd15928e", + "size": 3567, + "type": "github_file", + "start_index": 1638, + "chunk": 2 + } + }, + "f04b485a-08d3-415c-a3bf-9a3c2b01d92b": { + "id": "f04b485a-08d3-415c-a3bf-9a3c2b01d92b", + "vector": [ + -0.016152363270521164, + 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+ -0.016003016382455826, + -0.0027916247490793467, + 0.004287958610802889, + -0.017553919926285744, + 0.01670379564166069, + 0.009632828645408154, + 0.02536587417125702, + -0.004773333668708801, + 0.0007919655181467533, + 0.002194239990785718, + -0.02747969701886177, + 0.004365503787994385, + -0.02384943515062332, + -0.0038255597464740276, + 0.004141484387218952, + -0.021356502547860146, + 0.01961030252277851 + ], + "text": "# Function to serve static files with fallback\n@app.get(\"/{filename:path}\", include_in_schema=False)\nasync def serve_static_or_index(filename: str, request: Request):\n # List of static files to check for at the root\n static_files = [\"manifest.json\", \"sw.js\", \"favicon.ico\", \"robots.txt\", \"manifest.webmanifest\"]\n \n # If the request is for a known static file and it exists, serve it\n if filename in static_files and os.path.exists(f\"src/public/{filename}\"):\n return FileResponse(f\"src/public/{filename}\")\n \n # For /icons/* paths, check if the file exists\n if filename.startswith(\"icons/\") and os.path.exists(f\"src/public/{filename}\"):\n return FileResponse(f\"src/public/{filename}\")\n \n # For all other routes, serve the index.html for SPA routing\n return FileResponse(\"src/public/index.html\")", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/main.py", + "path": "backend/main.py", + "sha": "780ff99919ad09794095ce6dad5eb243bd15928e", + "size": 3567, + "type": "github_file", + "start_index": 2555, + "chunk": 3 + } + }, + "d8a31387-cde9-4e56-a1d9-8991f8e66d59": { + "id": "d8a31387-cde9-4e56-a1d9-8991f8e66d59", + "vector": [ + 0.009730572812259197, + -0.019198928028345108, + -0.014501802623271942, + 0.04003956913948059, + 0.024329282343387604, + -0.0449875108897686, + 0.013475731946527958, + 0.05864565446972847, + 0.008915415965020657, + 0.0260165985673666, + -0.005848604254424572, + 0.027133876457810402, + -0.014171179383993149, + -0.021433481946587563, + 0.0021390728652477264, + 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0.007274485193192959, + -0.001698696636594832, + -0.0046502528712153435, + -0.016411328688263893, + -0.005914398934692144, + -0.00683993473649025, + 0.028240127488970757, + -0.0011188259813934565, + 0.0006684032850898802, + -0.0024619814939796925, + -0.007663887459784746, + 0.018330121412873268, + 0.012077112682163715, + -0.013002648018300533, + 0.02564411237835884, + -0.0015745394630357623, + -0.015214904211461544, + 0.0007682228460907936, + 0.006845578085631132 + ], + "text": "from logging.config import fileConfig\nimport os\nimport sys\n\n# Add the project root directory to the Python path\nsys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))\n\nfrom sqlalchemy import engine_from_config\nfrom sqlalchemy import pool\nfrom alembic import context\nfrom src.models import Base\nfrom src.constants import DB_URI\n\nconfig = context.config\nconfig.set_main_option(\"sqlalchemy.url\", DB_URI)\n\nif config.config_file_name is not None:\n fileConfig(config.config_file_name)\n\ntarget_metadata = Base.metadata\n\ndef run_migrations_offline() -> None:\n url = config.get_main_option(\"sqlalchemy.url\")\n context.configure(\n url=url,\n target_metadata=target_metadata,\n literal_binds=True,\n dialect_opts={\"paramstyle\": \"named\"},\n )\n\n with context.begin_transaction():\n context.run_migrations()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/env.py", + "path": "backend/migrations/env.py", + "sha": "84a09037b95f1c7918801a2b775666e7ea56e154", + "size": 1389, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "770552f7-298d-4245-bda6-bba9ac1d10b6": { + "id": "770552f7-298d-4245-bda6-bba9ac1d10b6", + "vector": [ + -0.014671075157821178, + -0.02231769450008869, + -0.019829031080007553, + 0.03289451822638512, + -0.0144804110750556, + -0.002163782948628068, + -0.01295510120689869, + 0.03829331323504448, + -0.012804577127099037, + 0.02657250687479973, + 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"https://github.com/enso-labs/cloud/blob/development/backend/migrations/env.py", + "path": "backend/migrations/env.py", + "sha": "84a09037b95f1c7918801a2b775666e7ea56e154", + "size": 1389, + "type": "github_file", + "start_index": 793, + "chunk": 1 + } + }, + "151383ea-e5ac-4407-aa22-b14a66df3c68": { + "id": "151383ea-e5ac-4407-aa22-b14a66df3c68", + "vector": [ + 0.017582643777132034, + 0.005290691740810871, + -0.011399866081774235, + 0.041124310344457626, + -0.017182234674692154, + 0.004772515967488289, + -0.003692002035677433, + 0.019737783819437027, + 0.016204766929149628, + 0.010975903831422329, + 0.02809925563633442, + 0.0015618875622749329, + 0.012707081623375416, + 0.002043260959908366, + -0.008914977312088013, + 0.05841253325343132, + -0.04333833232522011, + 0.05370184779167175, + 0.013260587118566036, + -0.024731112644076347, + 0.0302190650254488, + -0.02017352171242237, + 0.012895509600639343, + 0.03617808595299721, + -0.011711948551237583, + 0.0008523401920683682, + 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'0000_init'\ndown_revision = None\nbranch_labels = None\ndepends_on = None\n\ndef upgrade() -> None:\n op.create_table(\n 'users',\n sa.Column('id', sa.Integer(), nullable=False),\n sa.Column('username', sa.String(), nullable=False),\n sa.Column('email', sa.String(), nullable=False),\n sa.Column('name', sa.String(), nullable=True),\n sa.Column('hashed_password', sa.String(), nullable=False),\n sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=True),\n sa.Column('updated_at', sa.DateTime(timezone=True), nullable=True),\n sa.PrimaryKeyConstraint('id')\n )\n op.create_index(op.f('ix_users_email'), 'users', ['email'], unique=True)\n op.create_index(op.f('ix_users_id'), 'users', ['id'], unique=False)\n op.create_index(op.f('ix_users_username'), 'users', ['username'], unique=True)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0000_init.py", + "path": "backend/migrations/versions/0000_init.py", + "sha": "4ced7f919906706b196a3ac737770ef2555d6d6f", + "size": 1187, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "3fd1f206-cfe3-4d80-b231-e94b4857c1c3": { + "id": "3fd1f206-cfe3-4d80-b231-e94b4857c1c3", + "vector": [ + -0.022106269374489784, + -0.025018183514475822, + -0.016039784997701645, + 0.0323222316801548, + -0.004213173408061266, + -0.0014953884528949857, + 0.017981059849262238, + 0.01781119965016842, + 0.0033972314558923244, + 0.018624108284711838, + -0.0005592540837824345, + -0.0308420080691576, + -0.021463222801685333, + -0.023380231112241745, + 0.012199700810015202, + 0.029094859957695007, + -0.029119126498699188, + 0.03256488963961601, + 0.04683326184749603, + -0.05134672671556473, + 0.030769210308790207, + 0.001977673964574933, + 0.04629941284656525, + -0.019364219158887863, + -0.02225186675786972, + 0.0022885813377797604, + -0.00481375539675355, + 0.013176404871046543, + -0.019679676741361618, + 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"\"\"\"Migrate users.id from integer to UUID\n\nRevision ID: 0001_change_id_to_uuid\nRevises: 0000_init\nCreate Date: 2025-02-09 00:00:00.000000\n\n\"\"\"\nfrom alembic import op\nimport sqlalchemy as sa\n\n# revision identifiers, used by Alembic.\nrevision = '0001_change_id_to_uuid'\ndown_revision = '0000_init'\nbranch_labels = None\ndepends_on = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0001_change_id_to_uuid.py", + "path": "backend/migrations/versions/0001_change_id_to_uuid.py", + "sha": "6ac8fe136c9cd93d3b6257d7d1dd46e2da9ca07f", + "size": 2942, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "01ba72d1-03a8-4cc3-a78c-4ffaed00d119": { + "id": "01ba72d1-03a8-4cc3-a78c-4ffaed00d119", + "vector": [ + 0.01852981559932232, + -0.017953140661120415, + -0.012175492942333221, + 0.044240888208150864, + -0.010298573412001133, + 0.016114303842186928, + 0.0078939413651824, + 0.036472074687480927, + 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Add a new UUID column with a default generator.\n op.add_column('users', sa.Column(\n 'new_id',\n sa.dialects.postgresql.UUID(as_uuid=True),\n nullable=True,\n server_default=sa.text('uuid_generate_v4()')\n ))\n \n # 2. Populate the new_id column for existing rows.\n op.execute(\"UPDATE users SET new_id = uuid_generate_v4() WHERE new_id IS NULL;\")\n \n # 3. Drop the primary key constraint on the old integer id.\n op.drop_constraint('users_pkey', 'users', type_='primary')\n \n # 4. Drop the index on the integer id column if it exists.\n op.drop_index(op.f('ix_users_id'), table_name='users', if_exists=True)\n \n # 5. Drop the old integer id column.\n op.drop_column('users', 'id')\n \n # 6. Rename new_id to id.\n op.alter_column('users', 'new_id', new_column_name='id',", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0001_change_id_to_uuid.py", + "path": "backend/migrations/versions/0001_change_id_to_uuid.py", + "sha": "6ac8fe136c9cd93d3b6257d7d1dd46e2da9ca07f", + "size": 2942, + "type": "github_file", + "start_index": 336, + "chunk": 1 + } + }, + "a43f9a22-4fc5-4064-9896-d86b425fbceb": { + "id": "a43f9a22-4fc5-4064-9896-d86b425fbceb", + "vector": [ + 0.017352556809782982, + -0.016893431544303894, + -0.015363016165792942, + 0.029195616021752357, + -0.01037150714546442, + 0.027735836803913116, + -0.0012765724677592516, + 0.03124401904642582, + 0.006798576097935438, + 0.03967307507991791, + 0.017011156305670738, + -0.01172533631324768, + -0.01384437270462513, + -0.02679404243826866, + 0.01763509400188923, + 0.040732596069574356, + -0.03861355781555176, + 0.0746842697262764, + 0.004620677325874567, + 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0.022991547361016273, + 0.003737745340913534, + 0.010136058554053307, + 0.002738560549914837, + -0.0026193647645413876 + ], + "text": "# 6. Rename new_id to id.\n op.alter_column('users', 'new_id', new_column_name='id',\n existing_type=sa.dialects.postgresql.UUID(as_uuid=True))\n \n # 7. Create a new primary key constraint on the new UUID id column.\n op.create_primary_key('users_pkey', 'users', ['id'])\n \n # Note: The indexes on \"email\" and \"username\" remain intact.", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0001_change_id_to_uuid.py", + "path": "backend/migrations/versions/0001_change_id_to_uuid.py", + "sha": "6ac8fe136c9cd93d3b6257d7d1dd46e2da9ca07f", + "size": 2942, + "type": "github_file", + "start_index": 1240, + "chunk": 2 + } + }, + "52ef4fb7-1994-457f-886f-d70cadb97090": { + "id": "52ef4fb7-1994-457f-886f-d70cadb97090", + "vector": [ + -0.014917966909706593, + -0.026917675510048866, + -0.020983155816793442, + 0.03421332314610481, + 0.001060319016687572, + 0.01153147965669632, + 0.010469799861311913, + 0.020024919882416725, + -0.008526108227670193, + 0.010290130041539669, + 0.0012998775346204638, + -0.024413198232650757, + 0.023476742208003998, + -0.020994044840335846, + 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Drop the primary key constraint on the UUID id.\n op.drop_constraint('users_pkey', 'users', type_='primary')\n \n # 2. Rename the current id column (UUID) temporarily.\n op.alter_column('users', 'id', new_column_name='old_uuid',\n existing_type=sa.dialects.postgresql.UUID(as_uuid=True))\n \n # 3. Add a new integer id column.\n op.add_column('users', sa.Column('id', sa.Integer(), nullable=True))\n \n # 4. Create a temporary sequence for generating integer ids.\n op.execute(\"CREATE SEQUENCE temp_user_id_seq OWNED BY users.id;\")\n op.execute(\"UPDATE users SET id = nextval('temp_user_id_seq');\")\n \n # 5. Alter the new integer id column to be non-nullable.\n op.alter_column('users', 'id', nullable=False)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0001_change_id_to_uuid.py", + "path": "backend/migrations/versions/0001_change_id_to_uuid.py", + "sha": "6ac8fe136c9cd93d3b6257d7d1dd46e2da9ca07f", + "size": 2942, + "type": "github_file", + "start_index": 1614, + "chunk": 3 + } + }, + "127d9e95-bbc2-4f34-a291-683410301a3d": { + "id": "127d9e95-bbc2-4f34-a291-683410301a3d", + "vector": [ + 0.007451648823916912, + -0.03517989441752434, + -0.015055372379720211, + 0.022887207567691803, + -0.017006995156407356, + 0.02404043823480606, + 0.0069067152217030525, + 0.046332020312547684, + 0.001603910350240767, + 0.03469832241535187, + 0.03502781689167023, + -0.024027764797210693, + -0.004720645025372505, + -0.035408005118370056, + 0.013965505175292492, + 0.028311196714639664, + -0.050564758479595184, + 0.049525585025548935, + 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Recreate the primary key constraint on the new integer id.\n op.create_primary_key('users_pkey', 'users', ['id'])\n \n # 7. Drop the temporary sequence.\n op.execute(\"DROP SEQUENCE temp_user_id_seq;\")\n \n # 8. Drop the old UUID column.\n op.drop_column('users', 'old_uuid')\n \n # Note: You may need to re-create the dropped index on id if required.", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0001_change_id_to_uuid.py", + "path": "backend/migrations/versions/0001_change_id_to_uuid.py", + "sha": "6ac8fe136c9cd93d3b6257d7d1dd46e2da9ca07f", + "size": 2942, + "type": "github_file", + "start_index": 2513, + "chunk": 4 + } + }, + "2ee2b8fa-b34c-4de4-a9ff-608a4586d01f": { + "id": "2ee2b8fa-b34c-4de4-a9ff-608a4586d01f", + "vector": [ + 0.0231059268116951, + -0.009126218967139721, + -0.015224192291498184, + 0.07292678207159042, + 0.006725401151925325, + 0.008229153230786324, + -0.01274559460580349, + 0.01305671501904726, + 0.0073735699988901615, + 0.05409358814358711, + 0.03478333726525307, + 0.005423877853900194, + 0.008861766196787357, + -0.022214045748114586, + -0.013181163929402828, + 0.05342986434698105, + -0.026134172454476357, + 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-0.008607683703303337, + 0.019590258598327637, + 0.006585396360605955 + ], + "text": "\"\"\"Create user_threads join table\n\nRevision ID: 0002_add_user_threads\nRevises: 0001_change_id_to_uuid\nCreate Date: 2025-02-09 00:00:00.000000\n\n\"\"\"\nfrom alembic import op\nimport sqlalchemy as sa\nfrom sqlalchemy.dialects import postgresql\n\n# revision identifiers, used by Alembic.\nrevision = '0002_add_user_threads'\ndown_revision = '0001_change_id_to_uuid'\nbranch_labels = None\ndepends_on = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0002_add_user_threads.py", + "path": "backend/migrations/versions/0002_add_user_threads.py", + "sha": "b6c7eaf5c5dfa4ac081f86b94e9fbf897e63b4c1", + "size": 1592, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "b55ffe83-0185-4f12-ae33-73d1e5d6d06f": { + "id": "b55ffe83-0185-4f12-ae33-73d1e5d6d06f", + "vector": [ + 0.010303137823939323, + -0.005692551843822002, + 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-0.019605865702033043, + -0.006953938398510218, + -0.0013470198027789593, + 0.011939678341150284, + 0.01976897567510605, + 0.01022158283740282, + -0.001107791205868125, + 0.031143205240368843, + -0.00650810357183218, + 0.03305703401565552, + -0.004162032622843981, + 0.0034361917059868574, + -0.005369049496948719, + -0.006790828425437212, + 0.023553136736154556, + 0.0002963171573355794, + 0.012700860388576984, + 0.013983995653688908, + -0.0069811237044632435, + 0.042734917253255844, + -0.0011023542610928416, + 0.004463787190616131, + 0.018116123974323273, + -0.008568731136620045, + 0.014799547381699085, + 0.007013745605945587 + ], + "text": "def upgrade() -> None:\n op.create_table(\n 'user_threads',\n # The \"user\" column references users.id, which is a UUID.\n sa.Column(\n 'user',\n postgresql.UUID(as_uuid=True),\n sa.ForeignKey('users.id', ondelete='CASCADE'),\n primary_key=True,\n nullable=False\n ),\n # The \"thread\" column references threads.id.\n # Change sa.Integer to postgresql.UUID(as_uuid=True) if threads.id is a UUID.\n sa.Column(\n 'thread',\n postgresql.UUID(as_uuid=True),\n primary_key=True,\n nullable=False\n ),\n sa.Column(\n 'created_at',\n sa.DateTime(timezone=True),\n server_default=sa.text('now()'),\n nullable=False\n ),\n # Composite primary key ensures no duplicate (user, thread) pair can exist.\n sa.PrimaryKeyConstraint('user', 'thread', name='user_threads_pkey')\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0002_add_user_threads.py", + "path": "backend/migrations/versions/0002_add_user_threads.py", + "sha": "b6c7eaf5c5dfa4ac081f86b94e9fbf897e63b4c1", + "size": 1592, + "type": "github_file", + "start_index": 395, + "chunk": 1 + } + }, + "5373b96d-95c7-4991-84e9-51d88342d841": { + "id": "5373b96d-95c7-4991-84e9-51d88342d841", + "vector": [ + 0.012020280584692955, + 0.005142501555383205, + -0.020747333765029907, + 0.026725808158516884, + -0.006101970560848713, + 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-0.016885267570614815, + 0.006875225342810154, + 0.012885321862995625, + 0.016345834359526634, + 0.007292522117495537, + -0.011857345700263977, + -0.007032983936369419, + -0.0025075997691601515, + 0.004697137512266636, + 0.026137052103877068, + -0.00248088245280087, + 0.011806456372141838, + -0.02088521420955658, + 0.02495640516281128, + 0.004282384645193815, + 0.015429817140102386, + -0.009302672930061817, + -0.011195776984095573, + 0.000331102404743433, + 0.00397958979010582, + 0.020539162680506706, + -0.025098897516727448, + -0.015378926880657673, + 0.04177042841911316, + 0.0192160252481699, + 0.0198877714574337, + -0.0214755367487669, + 0.013954009860754013, + 0.02404038794338703, + -0.005831982009112835, + -0.000510171230416745, + 0.008569858968257904 + ], + "text": "\"\"\"Create tokens table for storing encrypted third party tokens\n\nRevision ID: 0003_add_tokens_table\nRevises: 0002_add_user_threads\nCreate Date: 2025-02-09 00:00:00.000000\n\n\"\"\"\nfrom alembic import op\nimport sqlalchemy as sa\nfrom sqlalchemy.dialects import postgresql\n\n# revision identifiers, used by Alembic.\nrevision = '0003_add_tokens_table'\ndown_revision = '0002_add_user_threads'\nbranch_labels = None\ndepends_on = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0003_add_tokens_table.py", + "path": "backend/migrations/versions/0003_add_tokens_table.py", + "sha": "6d0f2f54a69c4441693c84f23fbb79d555ad993c", + "size": 1558, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "28a5b05c-6b13-4b4b-8d64-f06b660f702f": { + "id": "28a5b05c-6b13-4b4b-8d64-f06b660f702f", + "vector": [ + 0.0041652461513876915, + -0.008262764662504196, + -0.0123602831736207, + 0.042103979736566544, + -0.0072976467199623585, + 0.012337706983089447, + -0.005028772633522749, + 0.01876053959131241, + 0.011671719141304493, + 0.01517097745090723, + -0.01527256891131401, + -0.013545515947043896, + -0.013173013925552368, + 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"source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0003_add_tokens_table.py", + "path": "backend/migrations/versions/0003_add_tokens_table.py", + "sha": "6d0f2f54a69c4441693c84f23fbb79d555ad993c", + "size": 1558, + "type": "github_file", + "start_index": 423, + "chunk": 1 + } + }, + "4c0ec06f-ab0d-4c7e-bc8d-241098b4ac51": { + "id": "4c0ec06f-ab0d-4c7e-bc8d-241098b4ac51", + "vector": [ + 0.003995336592197418, + 0.019192494451999664, + -0.017072392627596855, + -0.003858956042677164, + -0.012441646307706833, + 0.020717479288578033, + -0.025788364931941032, + 0.030772460624575615, + -0.015609399415552616, + 0.05579213425517082, + -0.015584602952003479, + -0.030549293383955956, + -0.020506707951426506, + -0.020395124331116676, + 0.005833377595990896, + 0.03047490306198597, + -0.02115141786634922, + 0.03332650288939476, + 0.02470971643924713, + -0.0376162976026535, + -0.027375340461730957, + 0.012540832161903381, + 0.05584172531962395, + 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0.008099372498691082, + 0.0069764358922839165, + 0.0050837029702961445, + -0.01386141125112772, + -0.009847292676568031, + 0.022113218903541565, + 0.012083004228770733, + 0.02682853676378727, + -0.030365027487277985, + 0.029978858307003975, + 0.020588871091604233, + -0.007448984310030937, + 0.01269274391233921, + 0.005716307554394007 + ], + "text": "\"\"\"Create settings table for storing application settings\n\nRevision ID: 00000000000004_add_settings_table\nRevises: 00000000000003_add_tokens_table\nCreate Date: 2025-02-09 00:00:00.000000\n\n\"\"\"\nfrom alembic import op\nimport sqlalchemy as sa\nfrom sqlalchemy.dialects import postgresql\n\n# revision identifiers, used by Alembic.\nrevision = '0004_add_settings_table'\ndown_revision = '0003_add_tokens_table'\nbranch_labels = None\ndepends_on = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0004_add_settings_table.py", + "path": 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sa.Column(\n 'id',\n postgresql.UUID(as_uuid=True),\n server_default=sa.text('gen_random_uuid()'),\n primary_key=True\n ),\n sa.Column('name', sa.String(), nullable=False),\n sa.Column('slug', sa.String(), nullable=False),\n sa.Column('value', sa.JSON(), nullable=False),\n sa.Column(\n 'created_at',\n sa.DateTime(timezone=True),\n server_default=sa.text('now()'),\n nullable=False\n ),\n sa.Column(\n 'updated_at',\n sa.DateTime(timezone=True),\n server_default=sa.text('now()'),\n onupdate=sa.text('now()'),\n nullable=False\n ),\n # Create a unique constraint on slug as it's generated from name\n sa.UniqueConstraint('slug', name='uq_settings_slug')\n )\n \n # Add index on slug for faster lookups", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0004_add_settings_table.py", + "path": "backend/migrations/versions/0004_add_settings_table.py", + "sha": "39d6d03278a9a8936f773170e85b0bc624ad2cb5", + "size": 1572, + "type": 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"https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0004_add_settings_table.py", + "path": "backend/migrations/versions/0004_add_settings_table.py", + "sha": "39d6d03278a9a8936f773170e85b0bc624ad2cb5", + "size": 1572, + "type": "github_file", + "start_index": 1478, + "chunk": 3 + } + }, + "10e47c42-ac1b-4c77-8033-ce04b5f5a1d3": { + "id": "10e47c42-ac1b-4c77-8033-ce04b5f5a1d3", + "vector": [ + 0.006877644453197718, + 0.013138839043676853, + -0.01799791306257248, + 0.04402175918221474, + -0.02373935654759407, + 0.009518708102405071, + -0.007343003526329994, + 0.025818362832069397, + 0.024742597714066505, + 0.03178946301341057, + 0.008811604231595993, + -0.0030051921494305134, + -0.013356409966945648, + -0.016910061240196228, + 0.0037319380789995193, + 0.04433602839708328, + -0.056906767189502716, + 0.016063952818512917, + -0.0006644209497608244, + -0.010370859876275063, + 0.030725786462426186, + -0.0010923851514235139, + 0.04348992183804512, + 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"\"\"\"Add user_id to settings table\n\nRevision ID: 0005_add_user_id_to_settings\nRevises: 0004_add_settings_table\nCreate Date: 2023-02-10 00:00:00.000000\n\n\"\"\"\nfrom alembic import op\nimport sqlalchemy as sa\nfrom sqlalchemy.dialects import postgresql\n\n# revision identifiers, used by Alembic.\nrevision = '0005_add_user_id_to_settings'\ndown_revision = '0004_add_settings_table'\nbranch_labels = None\ndepends_on = None\n\n\ndef upgrade() -> None:\n # Add user_id column to settings table\n op.add_column('settings', \n sa.Column('user_id', postgresql.UUID(as_uuid=True), nullable=False))\n \n # Add index on user_id for faster lookups\n op.create_index('idx_settings_user_id', 'settings', ['user_id'])\n\n\ndef downgrade() -> None:\n # Remove index first\n op.drop_index('idx_settings_user_id')\n \n # Remove the column\n op.drop_column('settings', 'user_id')", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0005_add_user_id_to_settings.py", + "path": "backend/migrations/versions/0005_add_user_id_to_settings.py", + "sha": "5390804ac78f11cdcd0eab9ee83aabb779734411", + "size": 880, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "f67ee62d-8a36-409b-a560-eaaacdbc195c": { + "id": "f67ee62d-8a36-409b-a560-eaaacdbc195c", + "vector": [ + 0.01927548088133335, + -0.025531001389026642, + -0.010941857472062111, + 0.070485919713974, + 0.018034979701042175, + 0.012659474276006222, + -0.006075275596231222, + 0.014504322782158852, + 0.011811268515884876, + 0.023071203380823135, + 0.011896088719367981, + 0.002172202570363879, + 0.005799608305096626, + -0.022413844242691994, + -0.01397419348359108, + 0.045294199138879776, + -0.03905988484621048, + 0.036918167024850845, + 0.009743766859173775, + -0.00944159273058176, + 0.02334686927497387, + 0.005174056626856327, + 0.0375119112432003, + 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0.004704892635345459, + -0.005529243033379316, + 0.020420558750629425, + -2.371083610341884e-06 + ], + "text": "\"\"\"Create agents table for storing agents\n\nRevision ID: 0006_add_agents_table\nRevises: 0005_add_user_id_to_settings\nCreate Date: 2025-02-10 00:00:00.000000\n\n\"\"\"\nfrom alembic import op\nimport sqlalchemy as sa\nfrom sqlalchemy.dialects import postgresql\n\n# revision identifiers, used by Alembic.\nrevision = '0006_add_agents_table'\ndown_revision = '0005_add_user_id_to_settings'\nbranch_labels = None\ndepends_on = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0006_add_agents_table.py", + "path": "backend/migrations/versions/0006_add_agents_table.py", + "sha": "20e10b6f304706ef9d54d369d287a7729b6f65ec", + "size": 1851, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "92d85967-1988-4427-9eb5-b7e7e4f3ae07": { + "id": "92d85967-1988-4427-9eb5-b7e7e4f3ae07", + "vector": [ + 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nullable=False),\n sa.Column(\n 'created_at',\n sa.DateTime(timezone=True),\n server_default=sa.text('now()'),\n nullable=False\n ),\n sa.Column(\n 'updated_at',", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0006_add_agents_table.py", + "path": "backend/migrations/versions/0006_add_agents_table.py", + "sha": "20e10b6f304706ef9d54d369d287a7729b6f65ec", + "size": 1851, + "type": "github_file", + "start_index": 416, + "chunk": 1 + } + }, + "2407c715-ddd0-4e80-b84a-1c8178305c41": { + "id": "2407c715-ddd0-4e80-b84a-1c8178305c41", + "vector": [ + 0.016601111739873886, + -0.02473565563559532, + -0.008015965111553669, + 0.05687066540122032, + -0.01816635951399803, + 0.03391369804739952, + -0.03215872496366501, + 0.015996357426047325, + -0.013446900062263012, + 0.026988664641976357, + -0.014668268151581287, + -0.01237968634814024, + -0.006231345701962709, + -0.02002805471420288, + -0.029194239526987076, + 0.039984963834285736, + 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0.004181199707090855, + -0.008910197764635086, + 0.0030153116676956415, + 0.018857818096876144, + 0.01776222139596939, + 0.006549334619194269, + 0.005463434383273125, + -0.0026444573886692524, + -0.02641063928604126, + 0.013990658335387707, + 0.009967011399567127, + 0.011421341449022293, + -0.00589003786444664, + -0.011033520102500916, + 0.013147146441042423, + 0.008352704346179962, + 0.005424652248620987, + -0.02716689184308052, + -0.014872952364385128, + 0.015910374000668526, + 0.015406206250190735, + 0.01840212754905224, + -0.028892697766423225, + 0.03344959765672684, + 0.013990658335387707, + -0.008905349299311638, + 0.020418798550963402, + 0.015086254104971886 + ], + "text": "\"\"\"Create revisions table for storing settings revisions\n\nRevision ID: 0007_add_revisions_table\nRevises: 0006_add_agents_table\nCreate Date: 2025-02-10 00:00:00.000000\n\n\"\"\"\nfrom alembic import op\nimport sqlalchemy as sa\nfrom sqlalchemy.dialects import postgresql\n\n# revision identifiers, used by Alembic.\nrevision = '0007_add_revisions_table'\ndown_revision = '0006_add_agents_table'\nbranch_labels = None\ndepends_on = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0007_add_revisions_table.py", + "path": "backend/migrations/versions/0007_add_revisions_table.py", + "sha": "d2a2900e631146aa8960b1fa87f918d45b126885", + "size": 2553, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "9bfb0170-00b6-449f-b904-58f375e0e5d1": { + "id": "9bfb0170-00b6-449f-b904-58f375e0e5d1", + "vector": [ + 0.007063274271786213, + -0.009443681687116623, + -0.01943899504840374, + 0.07075266540050507, + 0.011782117187976837, + 0.02062620036303997, + 0.0028900664765387774, + 0.017496295273303986, + 0.021669503301382065, + 0.01190203707665205, + 0.0020671170204877853, + -0.00803462415933609, + 0.02160954289138317, + -0.025854703038930893, + -0.016237135976552963, + 0.03998124971985817, + -0.05166143551468849, + 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sa.Column(\n 'created_at',\n sa.DateTime(timezone=True),\n server_default=sa.text('now()'),\n nullable=False\n ),\n sa.Column(\n 'updated_at',\n sa.DateTime(timezone=True),\n server_default=sa.text('now()'),\n onupdate=sa.text('now()'),\n nullable=False\n ),\n # Create a unique constraint for agent_id + revision_number\n sa.UniqueConstraint('agent_id', 'revision_number', name='uq_revisions_agent_revision')\n )\n \n # Add index on agent_id for faster lookups\n op.create_index('idx_revisions_agent_id', 'revisions', ['agent_id'])\n # Add index on settings_id for faster joins\n op.create_index('idx_revisions_settings_id', 'revisions', ['settings_id'])\n # Add index on revision_number for faster max/min operations", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0007_add_revisions_table.py", + "path": "backend/migrations/versions/0007_add_revisions_table.py", + "sha": "d2a2900e631146aa8960b1fa87f918d45b126885", + "size": 2553, + 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op.drop_index('idx_revisions_revision_number')\n op.drop_index('idx_revisions_settings_id')\n op.drop_index('idx_revisions_agent_id')\n op.drop_table('revisions')", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0007_add_revisions_table.py", + "path": "backend/migrations/versions/0007_add_revisions_table.py", + "sha": "d2a2900e631146aa8960b1fa87f918d45b126885", + "size": 2553, + "type": "github_file", + "start_index": 2355, + "chunk": 4 + } + }, + "aae118b4-1baa-4184-89e6-e5b2e3605614": { + "id": "aae118b4-1baa-4184-89e6-e5b2e3605614", + "vector": [ + 0.022962205111980438, + -0.010402091778814793, + -0.02025138959288597, + 0.07726357132196426, + -0.02413157746195793, + 0.016658229753375053, + -0.020538417622447014, + 0.012193356640636921, + 0.021899141371250153, + 0.04698747768998146, + 0.03833412751555443, + -0.005889380816370249, + 0.048900995403528214, + -0.01193822082132101, + -0.014255702495574951, + 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0.001792593509890139, + 0.011066507548093796, + 0.00831316877156496, + -0.008850016631186008, + 0.02374887466430664, + -0.00805271789431572 + ], + "text": "\"\"\"Rename user_threads to threads and add agent_id column\n\nRevision ID: 0008_rename_user_threads\nRevises: 0007_add_revisions_table\nCreate Date: 2025-02-11 00:00:00.000000\n\n\"\"\"\nfrom alembic import op\nimport sqlalchemy as sa\nfrom sqlalchemy.dialects import postgresql\n\n# revision identifiers, used by Alembic.\nrevision = '0008_rename_user_threads'\ndown_revision = '0007_add_revisions_table'\nbranch_labels = None\ndepends_on = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0008_rename_user_threads.py", + "path": "backend/migrations/versions/0008_rename_user_threads.py", + "sha": "317ce0e482f3de43209671894330bebeac56cedf", + "size": 1779, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "d0c2417d-ad8b-4473-b984-ff1b40282135": { + 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+ 0.0114191435277462, + 0.01030920073390007, + 0.022512543946504593, + -0.0134882228448987, + 0.015406494028866291, + 0.0050701480358839035, + -0.005112374201416969, + -0.016419921070337296, + 0.006997467949986458, + 0.013584739528596401, + 0.0049796635285019875, + 0.0022002814803272486, + 0.021668020635843277, + 0.006780304946005344, + 0.043529074639081955, + 0.0021278937347233295, + 0.012498925440013409, + 0.016154499724507332, + -0.01066510658711195, + 0.023308806121349335, + -0.010719397105276585 + ], + "text": "def upgrade() -> None:\n # Rename the user_threads table to threads\n op.rename_table('user_threads', 'threads')\n \n # Rename the index to match the new table name\n op.execute('ALTER INDEX idx_user_threads_user RENAME TO idx_threads_user')\n \n # Rename the primary key constraint\n op.execute('ALTER TABLE threads RENAME CONSTRAINT user_threads_pkey TO threads_pkey')\n \n # Add agent_id column\n op.add_column(\n 'threads',\n sa.Column(\n 'agent',\n postgresql.UUID(as_uuid=True),\n sa.ForeignKey('agents.id', ondelete='CASCADE'),\n nullable=True # Using nullable=True to allow for existing rows\n )\n )\n \n # Add index on agent_id for faster lookups\n op.create_index('idx_threads_agent', 'threads', ['agent'])", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0008_rename_user_threads.py", + "path": "backend/migrations/versions/0008_rename_user_threads.py", + "sha": "317ce0e482f3de43209671894330bebeac56cedf", + "size": 1779, + "type": "github_file", + "start_index": 430, + "chunk": 1 + } + }, + "3dffb49e-80e0-47a9-b446-55c386d1b635": { + "id": "3dffb49e-80e0-47a9-b446-55c386d1b635", + "vector": [ + -0.004083709325641394, + -0.02268937975168228, + -0.01937945932149887, + 0.040451779961586, + -0.016360104084014893, + 0.03779878839850426, + -0.0007832636474631727, + 0.014465111307799816, + 0.015324174426496029, + 0.030926281586289406, + -0.004825914744287729, + 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"https://github.com/enso-labs/cloud/blob/development/backend/migrations/versions/0008_rename_user_threads.py", + "path": "backend/migrations/versions/0008_rename_user_threads.py", + "sha": "317ce0e482f3de43209671894330bebeac56cedf", + "size": 1779, + "type": "github_file", + "start_index": 1238, + "chunk": 2 + } + }, + "f1a920d5-1493-4f78-be1a-c9b9e5d4e291": { + "id": "f1a920d5-1493-4f78-be1a-c9b9e5d4e291", + "vector": [ + 0.022720638662576675, + -0.008955458179116249, + 0.00993190985172987, + -0.004714867565780878, + -0.01234235055744648, + -0.015489315614104271, + 0.020678458735346794, + 0.03180443122982979, + -0.02123643271625042, + 0.047405339777469635, + -0.018781352788209915, + 0.006076320074498653, + -0.044704753905534744, + 0.014038586989045143, + -0.0007344312616623938, + 0.01822338066995144, + -0.006561756134033203, + 0.009452053345739841, + -0.020198604092001915, + -0.014295254833996296, + 0.035018350929021835, + 0.0038304810877889395, + -0.004349395167082548, + 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+ ], + "text": "import os\nimport json\nimport base64\nfrom dotenv import load_dotenv\nfrom enum import Enum\nload_dotenv()\n\ndef fix_base64_padding(s):\n \"\"\"Ensure base64 string has correct padding.\"\"\"\n return s + '=' * (-len(s) % 4)\n\n# Server\nHOST = str(os.getenv(\"HOST\", \"0.0.0.0\"))\nPORT = int(os.getenv(\"PORT\", 8000))\nLOG_LEVEL = os.getenv(\"LOG_LEVEL\", \"info\")\n\n# OAuth2\nOAUTH_GITHUB_CLIENT_ID = os.getenv(\"OAUTH_GITHUB_CLIENT_ID\")\nOAUTH_GITHUB_CLIENT_SECRET = os.getenv(\"OAUTH_GITHUB_CLIENT_SECRET\")\nOAUTH_GITHUB_REDIRECT_URI = os.getenv(\"OAUTH_GITHUB_REDIRECT_URI\")\n\n# JWT Settings\nJWT_SECRET_KEY = os.getenv(\"JWT_SECRET_KEY\", \"this-is-a-secret-key\") # Change this in production!\nJWT_ALGORITHM = \"HS256\"\nJWT_TOKEN_EXPIRE_MINUTES = 60 * 24", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/__init__.py", + "path": "backend/src/constants/__init__.py", + "sha": 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\"development\")\nAPP_VERSION = os.getenv(\"APP_VERSION\", \"0.1.0\")\nAPP_SECRET_KEY = os.getenv(\"APP_SECRET_KEY\", \"this-is-a-secret-key\")\nAPP_LOG_LEVEL = os.getenv(\"APP_LOG_LEVEL\", \"INFO\").upper()\nDEFAULT_VECTOR_STORE_PATH = './sandbox/db/vectorstore.json'\n\n# Database\nDB_URI = os.getenv(\"POSTGRES_CONNECTION_STRING\", \"postgresql://admin:test1234@localhost:5432/lg_template_dev?sslmode=disable\")\nDB_URI_SANDBOX = os.getenv(\"POSTGRES_CONNECTION_STRING_SANDBOX\", \"postgresql://admin:test1234@localhost:5432/lg_template_agent?sslmode=disable\")\nCONNECTION_POOL_KWARGS = {\n \"autocommit\": True,\n \"prepare_threshold\": 0,\n}", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/__init__.py", + "path": "backend/src/constants/__init__.py", + "sha": "a405ed6bec92ea3e19969d6b11e01f961d1573a4", + "size": 2654, + "type": "github_file", + "start_index": 730, + "chunk": 1 + } + }, + "a5d2ab6a-42de-43ba-861e-41a38c77b861": { + 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= \"GROQ_API_KEY\"\n GEMINI_API_KEY = \"GEMINI_API_KEY\"\n OLLAMA_BASE_URL = \"OLLAMA_BASE_URL\"\n ## TOOLS\n SHELL_EXEC_SERVER_URL = \"SHELL_EXEC_SERVER_URL\"\n SEARX_SEARCH_HOST_URL = \"SEARX_SEARCH_HOST_URL\"\n @classmethod\n def values(cls) -> list[str]:\n return [key.value for key in cls]\n\n# LLM API Keys\nANTHROPIC_API_KEY = os.getenv(UserTokenKey.ANTHROPIC_API_KEY.value)\nOPENAI_API_KEY = os.getenv(UserTokenKey.OPENAI_API_KEY.value)\nOLLAMA_BASE_URL = os.getenv(UserTokenKey.OLLAMA_BASE_URL.value)\nGROQ_API_KEY = os.getenv(UserTokenKey.GROQ_API_KEY.value)\nGEMINI_API_KEY = os.getenv(UserTokenKey.GEMINI_API_KEY.value)\n\n# Tools\nSHELL_EXEC_SERVER_URL = os.getenv(UserTokenKey.SHELL_EXEC_SERVER_URL.value, \"http://exec_server:3005/exec\")\nSEARX_SEARCH_HOST_URL = os.getenv(UserTokenKey.SEARX_SEARCH_HOST_URL.value, \"http://search_engine:8080\")", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/__init__.py", + "path": 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os.getenv(\"ACCESS_KEY_ID\")\nACCESS_SECRET_KEY = os.getenv(\"ACCESS_SECRET_KEY\")\nBUCKET = os.getenv(\"BUCKET\", \"lg_template_dev\")\nTEST_USER_ID = os.getenv(\"TEST_USER_ID\", \"1\")", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/__init__.py", + "path": "backend/src/constants/__init__.py", + "sha": "a405ed6bec92ea3e19969d6b11e01f961d1573a4", + "size": 2654, + "type": "github_file", + "start_index": 2372, + "chunk": 3 + } + }, + "d76a3399-24cb-42b4-a7b5-2a0c25afaf5c": { + "id": "d76a3399-24cb-42b4-a7b5-2a0c25afaf5c", + "vector": [ + 0.00912578497081995, + -0.026983121410012245, + -0.021478448063135147, + 0.023595629259943962, + -0.008724250830709934, + -0.013403953053057194, + 0.002025924390181899, + 0.047804512083530426, + -0.03790486231446266, + 0.022252313792705536, + 0.04006584733724594, + 0.0013588294386863708, + 0.0037817254196852446, + 0.013549965806305408, + 0.002418332966044545, + 0.04181799665093422, + 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\"e70c5a2f-9a67-40d5-bdcd-f703edd1febe\",\n \"example\": False\n },\n {\n \"content\": \"The capital of France is Paris.\",\n \"additional_kwargs\": {},\n \"response_metadata\": {\n \"id\": \"msg_01MBf5kez6rvPXKLiF5cquS6\",\n \"model\": \"claude-3-5-sonnet-20240620\",\n \"stop_reason\": \"end_turn\",\n \"stop_sequence\": None,", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/examples/__init__.py", + "path": "backend/src/constants/examples/__init__.py", + "sha": "dc5f0c28aaeb8ee02f2cf45f2cb34f498ad2b6a3", + "size": 7555, + "type": "github_file", + "start_index": 2481, + "chunk": 4 + } + }, + "dc1d8b88-6d96-42b8-8aa8-dc418b634b40": { + "id": "dc1d8b88-6d96-42b8-8aa8-dc418b634b40", + "vector": [ + 0.008309013210237026, + 0.0045707072131335735, + -0.012658496387302876, + 0.012710990384221077, + -0.010656233876943588, + -0.013460900634527206, + -0.0013863978674635291, + 0.03110630437731743, + -0.0009134852443821728, + 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Wolf\",\n \"source\": \"https://en.wikipedia.org/wiki/The_Boy_Who_Cried_Wolf\"\n },\n \"page_content\": (\"The boy who cried wolf is a story about a boy who cried wolf \"\n \"to trick the villagers into thinking there was a wolf when there wasn't.\")\n },\n {\n \"metadata\": {\n \"title\": \"The Three Little Pigs\",\n \"source\": \"https://en.wikipedia.org/wiki/The_Three_Little_Pigs\"\n },\n \"page_content\": (\"The three little pigs went to the market. \"\n \"One pig went to the store and bought a pound of sugar. \"\n \"Another pig went to the store and bought a pound of flour. \"\n \"The third pig went to the store and bought a pound of lard.\")\n },\n {", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/examples/__init__.py", + "path": "backend/src/constants/examples/__init__.py", + "sha": "dc5f0c28aaeb8ee02f2cf45f2cb34f498ad2b6a3", + "size": 7555, + "type": "github_file", + "start_index": 5220, + "chunk": 7 + } + }, + 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\"https://en.wikipedia.org/wiki/Little_Red_Riding_Hood\"\n },\n \"page_content\": (\"Little Red Riding Hood is a story about a young girl who \"\n \"goes to visit her grandmother, but is tricked by the wolf.\")\n }\n ]\n}", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/examples/__init__.py", + "path": "backend/src/constants/examples/__init__.py", + "sha": "dc5f0c28aaeb8ee02f2cf45f2cb34f498ad2b6a3", + "size": 7555, + "type": "github_file", + "start_index": 6190, + "chunk": 8 + } + }, + "230f5232-6509-49bd-a990-a8230507a6b7": { + "id": "230f5232-6509-49bd-a990-a8230507a6b7", + "vector": [ + 0.014939491637051105, + 0.013700324110686779, + -0.03238048031926155, + 0.03898165002465248, + -0.00030345842242240906, + 0.051465969532728195, + 0.0005102878785692155, + 0.02342836558818817, + 0.019849836826324463, + -0.006572218146175146, + 0.020440466701984406, + -0.010596616193652153, + -0.023463107645511627, + -0.0012319290544837713, + 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One pig went to the store and bought a pound of sugar. Another pig went to the store and bought a pound of flour. The third pig went to the store and bought a pound of lard.\",\n \"metadata\": {\n \"source\": \"https://en.wikipedia.org/wiki/The_Three_Little_Pigs\",\n \"title\": \"The Three Little Pigs\"\n }\n }\n ]\n}", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/examples/__init__.py", + "path": "backend/src/constants/examples/__init__.py", + "sha": "dc5f0c28aaeb8ee02f2cf45f2cb34f498ad2b6a3", + "size": 7555, + "type": "github_file", + "start_index": 6575, + "chunk": 9 + } + }, + "d3e383dd-dd15-4e73-9472-a990f3fe74c1": { + "id": "d3e383dd-dd15-4e73-9472-a990f3fe74c1", + "vector": [ + -0.03115268237888813, + 0.021527139469981194, + -0.020560769364237785, + -0.0277195293456316, + 0.0032154018990695477, + -0.020281031727790833, + 0.021959461271762848, + 0.02888934500515461, + -0.006055700127035379, + 0.001420148997567594, + -0.00442813104018569, + -0.004746015649288893, + -0.003592094872146845, + -0.01054105069488287, + 0.02549433708190918, + 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GROQ_LLAMA_3_3_70B_VERSATILE = \"groq-llama-3.3-70b-versatile\"\n GROQ_LLAMA_3_3_70B_SPECDEC = \"groq-llama-3.3-70b-specdec\"\n GROQ_LLAMA_3_2_90B_VISION = \"groq-llama-3.2-90b-vision-preview\"\n GEMINI_PRO_1_5 = \"google-gemini-1.5-pro\"\n GEMINI_PRO_2 = \"google-gemini-2-pro\"", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/llm.py", + "path": "backend/src/constants/llm.py", + "sha": "d243cb3bc41f4321019be4f8500d34761e1f2154", + "size": 7080, + "type": "github_file", + "start_index": 172, + "chunk": 1 + } + }, + "766cc99a-0782-45ca-91bf-035273589dc9": { + "id": "766cc99a-0782-45ca-91bf-035273589dc9", + "vector": [ + 0.0014269937528297305, + 0.032901864498853683, + -0.033471591770648956, + 0.022461574524641037, + 0.0113091254606843, + 0.007150101941078901, + 0.006039130035787821, + 0.03153451159596443, + 0.004621928557753563, + 0.027774300426244736, + 0.0010059281485155225, + -0.05435216799378395, + -0.01689247228205204, + 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\"openai\",\n \"metadata\": {\n \"system_message\": False,\n \"reasoning\": True,\n \"tool_calling\": False,\n \"multimodal\": False,", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/llm.py", + "path": "backend/src/constants/llm.py", + "sha": "d243cb3bc41f4321019be4f8500d34761e1f2154", + "size": 7080, + "type": "github_file", + "start_index": 1070, + "chunk": 2 + } + }, + "11b2d5b1-083d-44bf-be86-350b272a09a8": { + "id": "11b2d5b1-083d-44bf-be86-350b272a09a8", + "vector": [ + -0.004664798732846975, + 0.026917720213532448, + -0.024099109694361687, + 0.025029251351952553, + 0.04253281652927399, + -0.020279893651604652, + 0.011457647196948528, + 0.01627746969461441, + 0.023211248219013214, + 0.008963177911937237, + 0.02349310927093029, + -0.0338514968752861, + 0.001361740636639297, + 0.017841797322034836, + 0.027819674462080002, + -0.0018250495195388794, + -0.011542205698788166, + 0.02532520517706871, + -0.02025170810520649, + 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ModelName.GROQ_DEEPSEEK_R1_DISTILL_LLAMA_70B,\n # \"label\": \"DeepSeek R1 Distill Llama 70B\",\n # \"provider\": \"groq\",\n # \"metadata\": {\n # \"system_message\": True,\n # \"reasoning\": False,\n # \"tool_calling\": True,\n # \"multimodal\": True,\n # \"embedding\": False,\n # }\n # },\n {\n \"id\": ModelName.GROQ_LLAMA_3_3_70B_VERSATILE,\n \"label\": \"Llama 3.3 70B Versatile\",\n \"provider\": \"groq\",\n \"metadata\": {\n \"system_message\": True,\n \"reasoning\": False,\n \"tool_calling\": True,\n \"multimodal\": True,\n \"embedding\": False,\n }\n },\n {\n \"id\": ModelName.GROQ_LLAMA_3_2_90B_VISION,\n \"label\": \"Llama 3.2 90B Vision\",\n \"provider\": \"groq\",\n \"metadata\": {\n \"system_message\": True,", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/llm.py", + "path": "backend/src/constants/llm.py", + "sha": "d243cb3bc41f4321019be4f8500d34761e1f2154", + "size": 7080, + "type": "github_file", + "start_index": 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Pro\",\n \"provider\": \"google\",\n \"metadata\": {\n \"system_message\": True,\n \"reasoning\": False,\n \"tool_calling\": False, # TODO: Add tool calling, bug in google lib\n # \"tool_calling\": True,\n \"multimodal\": True,\n \"embedding\": False,\n },\n },\n # {\n # \"id\": ModelName.GEMINI_PRO_2,\n # \"label\": \"Gemini 2 Pro\",\n # \"provider\": \"google\",\n # \"metadata\": {\n # \"system_message\": True,\n # \"reasoning\": False,\n # \"tool_calling\": False,\n # \"multimodal\": True,\n # \"embedding\": False,\n # }\n # }\n]", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/llm.py", + "path": "backend/src/constants/llm.py", + "sha": "d243cb3bc41f4321019be4f8500d34761e1f2154", + "size": 7080, + "type": "github_file", + "start_index": 5553, + "chunk": 7 + } + }, + "b2fdcfb4-359e-4b1a-91f3-59e4232abf90": { + "id": "b2fdcfb4-359e-4b1a-91f3-59e4232abf90", + "vector": [ + 0.023572104051709175, + 0.02972031570971012, + 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available_models.append(model)\n \n return available_models", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/constants/llm.py", + "path": "backend/src/constants/llm.py", + "sha": "d243cb3bc41f4321019be4f8500d34761e1f2154", + "size": 7080, + "type": "github_file", + "start_index": 6516, + "chunk": 8 + } + }, + "abe3d9c6-21e9-4dae-852c-8f1d9a074aa9": { + "id": "abe3d9c6-21e9-4dae-852c-8f1d9a074aa9", + "vector": [ + -0.022231806069612503, + -0.013696174137294292, + -0.019110137596726418, + -0.007550750393420458, + 0.0008200138108804822, + 0.001339091919362545, + -0.011547868140041828, + 0.022059019654989243, + -0.00649675540626049, + 0.013742250390350819, + 0.017071262001991272, + 0.014790486544370651, + -0.008138222619891167, + -0.03573215752840042, + 0.00034665202838368714, + 0.059899166226387024, + -0.04301220923662186, + 0.03421163931488991, + -0.009105824865400791, + -0.010234693996608257, + 0.020780403167009354, + 0.000629589194431901, + 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}", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/controllers/agent.py", + "path": "backend/src/controllers/agent.py", + "sha": "c4322e055ac07d7c8ade6f4b126427d78b8b4e68", + "size": 5161, + "type": "github_file", + "start_index": 318, + "chunk": 1 + } + }, + "07a56def-701c-4269-b96c-c92b40afbe85": { + "id": "07a56def-701c-4269-b96c-c92b40afbe85", + "vector": [ + -0.009609553962945938, + -0.023932984098792076, + -0.012031421065330505, + -0.008674570359289646, + -0.020959217101335526, + 0.021985100582242012, + -0.013076785020530224, + 0.010154961608350277, + -0.010408186353743076, + 0.02167344093322754, + 0.03773697838187218, + -0.013096263632178307, + 0.01910223439335823, + 0.015375286340713501, + 0.003882779274135828, + 0.038100581616163254, + -0.05017745494842529, + 0.02223183400928974, + -0.002714049769565463, + -0.027062581852078438, + -0.0032789355609565973, + -0.014401345513761044, + -0.01092112809419632, + -0.006577350199222565, + 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"https://github.com/enso-labs/cloud/blob/development/backend/src/controllers/agent.py", + "path": "backend/src/controllers/agent.py", + "sha": "c4322e055ac07d7c8ade6f4b126427d78b8b4e68", + "size": 5161, + "type": "github_file", + "start_index": 1201, + "chunk": 2 + } + }, + "70d7e3a1-9cd7-404c-a963-13dcad442cb0": { + "id": "70d7e3a1-9cd7-404c-a963-13dcad442cb0", + "vector": [ + -0.0136432945728302, + -0.011869599111378193, + -0.016212793067097664, + -0.001444921363145113, + -0.009070801548659801, + 0.012476567178964615, + -0.0062079350464046, + 0.03088793344795704, + -0.0034158816561102867, + 0.030618170276284218, + 0.020340176299214363, + -0.03283023089170456, + 0.008807782083749771, + 0.016118375584483147, + 0.0019557862542569637, + 0.056434545665979385, + -0.03946641460061073, + 0.02496662177145481, + 0.0017129989573732018, + -0.047640252858400345, + 0.033801380544900894, + -0.010905194096267223, + 0.004643306136131287, + -0.01421654224395752, + 0.012651912868022919, + 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thread_id: str,\n existing_thread: ExistingThread,\n ):\n try:\n tools_str = f\"and Tools: {', '.join(existing_thread.tools)}\" if existing_thread.tools else \"\"\n logger.info(f\"Querying existing thread with ID: {thread_id} {tools_str} and Query: {existing_thread.query}\")\n config = {\n \"thread_id\": thread_id, \n \"user_id\": self.user_repo.user_id, \n \"agent_id\": self.agent_id,\n \"system\": existing_thread.system or None\n }\n agent = Agent(config=config, user_repo=self.user_repo)\n await agent.abuilder(tools=existing_thread.tools, model_name=existing_thread.model, mcp=existing_thread.mcp)\n messages = agent.messages(query=existing_thread.query, images=existing_thread.images)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/controllers/agent.py", + "path": "backend/src/controllers/agent.py", + "sha": "c4322e055ac07d7c8ade6f4b126427d78b8b4e68", + "size": 5161, + "type": "github_file", + "start_index": 2121, + "chunk": 3 + } + }, + 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\"application/json\")\n \n except ValueError as e:\n logger.warning(f\"Bad Request: {str(e)}\")\n if \"Model\" in str(e) and \"not supported\" in str(e):\n raise HTTPException(\n status_code=status.HTTP_400_BAD_REQUEST,\n detail=str(e)\n )\n raise e\n except Exception as e:\n logger.exception(f\"Error creating new thread: {str(e)}\")\n raise e\n \n async def async_agent_thread(\n self, \n request: Request, \n query: str,\n thread_id: str = None,\n ):\n try:\n config = await self.agent_repo.get_by_id(agent_id=self.agent_id)\n settings = config.settings.value", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/controllers/agent.py", + "path": "backend/src/controllers/agent.py", + "sha": "c4322e055ac07d7c8ade6f4b126427d78b8b4e68", + "size": 5161, + "type": "github_file", + "start_index": 3067, + "chunk": 4 + } + }, + "96631794-2dce-4589-8063-48889bcc0cb4": { + "id": "96631794-2dce-4589-8063-48889bcc0cb4", + "vector": [ + 0.009122677147388458, + 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model_name=settings.get(\"model\"), mcp=settings.get(\"mcp\", None))\n if thread_id:\n messages = agent.existing_thread(query, settings.get(\"images\"))\n else:\n messages = agent.messages(query, settings.get(\"images\"))", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/controllers/agent.py", + "path": "backend/src/controllers/agent.py", + "sha": "c4322e055ac07d7c8ade6f4b126427d78b8b4e68", + "size": 5161, + "type": "github_file", + "start_index": 3992, + "chunk": 5 + } + }, + "260e97e9-6386-4920-8758-d9045150e43f": { + "id": "260e97e9-6386-4920-8758-d9045150e43f", + "vector": [ + -0.018816528841853142, + -0.004336467944085598, + -0.01927611045539379, + 0.025920327752828598, + -0.019066015258431435, + 0.011778386309742928, + -0.014220726676285267, + 0.02169218845665455, + 0.0002810825826600194, + -0.010964272543787956, + 0.025408223271369934, + -0.0026393039152026176, + -0.005892475601285696, + 0.016571151092648506, + -0.02618294395506382, + 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"https://github.com/enso-labs/cloud/blob/development/backend/src/entities/__init__.py", + "path": "backend/src/entities/__init__.py", + "sha": "7b336e504631abca9cb9889d1035243cce962239", + "size": 3819, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "0a596d2d-2156-4c56-8a0d-c3c9297ad6d0": { + "id": "0a596d2d-2156-4c56-8a0d-c3c9297ad6d0", + "vector": [ + 0.024703361093997955, + -0.017316501587629318, + -0.02488803118467331, + 0.01886490173637867, + -0.02372318133711815, + 0.005085567943751812, + -0.0050216433592140675, + 0.0074294754303991795, + 0.022700386121869087, + 0.01061150711029768, + 0.011648507788777351, + 0.0012518594739958644, + -0.001850266009569168, + 0.005440705455839634, + 0.014873156324028969, + -0.002382972277700901, + -0.031394150108098984, + 0.04511665925383568, + -0.00470201950520277, + -0.030172476544976234, + -0.006982001941651106, + -0.008367038331925869, + -0.020796848461031914, + 0.01697557047009468, + -0.007393961306661367, + 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configurable: Configurable\n \nclass ChatInput(BaseModel):\n system: Optional[str] = Field(default=\"You are a helpful assistant.\")\n query: str = Field(default=\"What is the capital of France?\")\n images: Optional[List[str]] = Field(default=[])\n model: Optional[str] = Field(default=\"openai:gpt-4o-mini\")\n \nclass ExistingThread(ChatInput):\n tools: Optional[List[Any]] = Field(default_factory=list)\n mcp: Optional[dict] = Field(default_factory=dict)\n images: Optional[List[str]] = Field(default_factory=list)\n model: Optional[str] = Field(default=ModelName.ANTHROPIC_CLAUDE_3_5_SONNET)\n \n model_config = {\n \"json_schema_extra\": {\"example\": EXISTING_THREAD_QUERY_EXAMPLE}\n }\n \n \nclass AgentThread(BaseModel):\n query: str\n # model: Optional[str] = None\n \n model_config = {\n \"json_schema_extra\": {\"example\": {\"query\": \"What is the capital of France?\"}}\n }", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/entities/__init__.py", + "path": "backend/src/entities/__init__.py", + "sha": "7b336e504631abca9cb9889d1035243cce962239", + "size": 3819, + "type": "github_file", + "start_index": 496, + "chunk": 1 + } + }, + "94d19958-6e53-43e2-9b6c-64fe081fce4c": { + "id": "94d19958-6e53-43e2-9b6c-64fe081fce4c", + "vector": [ + 0.02114991657435894, + 0.014438055455684662, + -0.027178362011909485, + 0.04523492231965065, + 0.018157275393605232, + -0.02066073566675186, + 0.0011069535976275802, + 0.01824360154569149, + 0.005136408377438784, + 0.0045213340781629086, + 0.03493333235383034, + 0.005589620675891638, + 0.018934210762381554, + 0.002172542503103614, + 0.04808368906378746, + 0.04388248175382614, + -0.03896188735961914, + 0.03697638586163521, + 0.007495990954339504, + -0.027235912159085274, + 0.033437009900808334, + 0.009006699547171593, + -0.009028281085193157, + 0.022516747936606407, + -0.0024980641901493073, + 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+ 0.017092585563659668, + 0.003852306166663766, + -0.014171882532536983 + ], + "text": "\"json_schema_extra\": {\"example\": {\"query\": \"What is the capital of France?\"}}\n }\n \nclass NewThread(ExistingThread):\n system: Optional[str] = Field(default=\"You are a helpful assistant.\")\n visualize: Optional[bool] = Field(default=False)\n \n model_config = {\n \"json_schema_extra\": {\"example\": NEW_THREAD_QUERY_EXAMPLE}\n }\n \nclass Thread(BaseModel):\n thread_id: str = Field(...)\n checkpoint_ns: Optional[str] = Field(default='')\n checkpoint_id: Optional[str] = Field(default=None)\n messages: list[AnyMessage] = Field(default_factory=list)\n v: Optional[int] = Field(default=1)\n ts: Optional[str] = Field(default=None)\n \n model_config = {\n \"json_schema_extra\": {\n \"examples\": {\n \"thread_history\": THREAD_HISTORY_EXAMPLE\n }\n }\n }\n \nclass Threads(BaseModel):\n threads: list[Thread] = Field(default_factory=list)\n \n model_config = {\n \"json_schema_extra\": {", + 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[THREAD_HISTORY_EXAMPLE, THREAD_HISTORY_EXAMPLE]\n }\n }\n }\n \nclass Answer(BaseModel):\n thread_id: str = Field(...)\n answer: AnyMessage = Field(...)\n \n model_config = {\n \"json_schema_extra\": {\n \"examples\": {\n 'new_thread': NEW_THREAD_ANSWER_EXAMPLE,\n 'existing_thread': EXISTING_THREAD_ANSWER_EXAMPLE,\n }\n }\n }", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/entities/__init__.py", + "path": "backend/src/entities/__init__.py", + "sha": "7b336e504631abca9cb9889d1035243cce962239", + "size": 3819, + "type": "github_file", + "start_index": 2318, + "chunk": 3 + } + }, + "964abd37-e5b9-401d-9683-f18560b36ede": { + "id": "964abd37-e5b9-401d-9683-f18560b36ede", + "vector": [ + 0.013592586852610111, + 0.01982134021818638, + -0.029937744140625, + 0.032066017389297485, + -0.009158679284155369, + 0.001872882479801774, + 0.02013348788022995, + 0.017466047778725624, + -0.0003784339933190495, + 0.011592008173465729, + 0.01410337258130312, 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\"json_schema_extra\": {\"example\": ADD_DOCUMENTS_EXAMPLE}\n }\n\n \n##### Vector Store\nclass SearchType(str, Enum):\n MMR = \"mmr\"\n SIMILARITY = \"similarity\"\n\nclass SearchKwargs(dict):\n k: int = 3\n fetch_k: int = 2\n lambda_mult: float = 0.5\n filter: str = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/entities/__init__.py", + "path": "backend/src/entities/__init__.py", + "sha": "7b336e504631abca9cb9889d1035243cce962239", + "size": 3819, + "type": "github_file", + "start_index": 2834, + "chunk": 4 + } + }, + "a68f458f-f4fb-4f6e-9fb0-ad968f5ac917": { + "id": "a68f458f-f4fb-4f6e-9fb0-ad968f5ac917", + "vector": [ + 0.019996244460344315, + 0.045846812427043915, + -0.02429664321243763, + -0.021718813106417656, + 0.01447920873761177, + 0.014418979175388813, + -0.029127061367034912, + 0.006516848690807819, + 0.025633741170167923, + -0.0021291181910783052, + 0.026067394763231277, + -0.017189543694257736, + -0.012256735004484653, 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Annotated[list, add_messages]\n \n# class Config(BaseModel):\n# llm: BaseChatModel", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/flows/chatbot.py", + "path": "backend/src/flows/chatbot.py", + "sha": "398d31817cf75fea61ab8d30df48a689cef0fc82", + "size": 1323, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "617c55bd-e94d-4fce-91b0-b7e380d5d2de": { + "id": "617c55bd-e94d-4fce-91b0-b7e380d5d2de", + "vector": [ + 0.015500013716518879, + 0.021620655432343483, + -0.02248644270002842, + -0.0057659088633954525, + -0.009192987345159054, + 0.001176179270260036, + 0.03479987382888794, + 0.00967999268323183, + -0.040499646216630936, + 0.0504562109708786, + -2.1783271222375333e-05, + 0.021945325657725334, + -0.03665170073509216, + 0.017363863065838814, + 0.014117157086730003, + 0.00820695050060749, + -0.030134238302707672, + 0.04680066183209419, + 0.01257797796279192, + -0.023712975904345512, + 0.020189698785543442, + 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chatbot(state: State):\n messages = state[\"messages\"]\n system = config.get('system')\n model: BaseChatModel = config.get('model')\n if system:\n # Check if there's already a SystemMessage at position 0\n if messages and isinstance(messages[0], SystemMessage):\n # Replace the existing SystemMessage\n messages[0] = SystemMessage(content=system)\n else:\n # Insert a new SystemMessage at the beginning\n messages.insert(0, SystemMessage(content=system))\n return {\"messages\": [model.invoke(messages)]}\n return chatbot\n\ndef chatbot_builder(config: dict):\n graph_builder = StateGraph(State)\n graph_builder.add_node(\"chatbot\", create_chatbot(config))\n graph_builder.set_entry_point(\"chatbot\")\n graph_builder.set_finish_point(\"chatbot\")\n return graph_builder", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/flows/chatbot.py", + "path": "backend/src/flows/chatbot.py", + "sha": "398d31817cf75fea61ab8d30df48a689cef0fc82", + "size": 1323, + "type": "github_file", + "start_index": 393, + "chunk": 1 + } + }, + "8e051936-3ce9-429f-b225-fb5b52a07595": { + "id": "8e051936-3ce9-429f-b225-fb5b52a07595", + "vector": [ + -0.013718655332922935, + -0.009584360755980015, + -0.02502737008035183, + 0.023808550089597702, + -0.01649562641978264, + -0.02919629029929638, + 0.0395839661359787, + 0.023240691050887108, + -0.006211829371750355, + 0.03290815278887749, + 0.03858674690127373, + -0.007513751275837421, + -0.04343432933092117, + -0.02963949739933014, + 0.021440159529447556, + -0.036620013415813446, + -0.01590006798505783, + -0.026924852281808853, + 0.021495560184121132, + 0.0006353794015012681, + 0.006028313655406237, + -0.02903008833527565, + -0.02256202884018421, + 0.00727829709649086, + 0.010235321708023548, + -0.019833533093333244, + 0.03426547721028328, + -0.020553745329380035, + -0.026287741959095, + -0.03700781986117363, + -0.0011495692888274789, + -0.017354341223835945, + -0.001904407050460577, + -0.013656329363584518, + 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RecursiveUrlLoader,\n\t\t\t\t\t\t\t\t\t\tReadTheDocsLoader, DataFrameLoader, UnstructuredHTMLLoader, \n\t\t\t\t\t\t\t\t\t\tUnstructuredMarkdownLoader,\n\t\t\t\t\t\t\t\t\t\tUnstructuredURLLoader, WebBaseLoader,\n\t\t\t\t\t\t\t\t\t\tYoutubeLoader, SitemapLoader, BlockchainDocumentLoader)\n\nfrom .basic import Base64Loader, CopyPasteLoader\n\nimport nest_asyncio\nnest_asyncio.apply()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/loaders/__init__.py", + "path": "backend/src/loaders/__init__.py", + "sha": "0b7a1ce540e8c862c60b0d96df91e3038040fc13", + "size": 3768, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "11a3e007-26c7-4b97-ae55-567164e51b75": { + "id": "11a3e007-26c7-4b97-ae55-567164e51b75", + "vector": [ + 0.012971857562661171, + -0.009774312376976013, + -0.028777901083230972, + 0.026113281026482582, + -0.032556816935539246, + 0.011221686378121376, + 0.04258548095822334, + 0.026549309492111206, + 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'csv': CSVLoader,\n 'pdf': PyPDFLoader,\n 'json': JSONLoader,\n 'pandas': DataFrameLoader, # Requires `pandas`", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/loaders/__init__.py", + "path": "backend/src/loaders/__init__.py", + "sha": "0b7a1ce540e8c862c60b0d96df91e3038040fc13", + "size": 3768, + "type": "github_file", + "start_index": 476, + "chunk": 1 + } + }, + "0c1d7b7e-cb5a-4a77-a793-1ce2377ac147": { + "id": "0c1d7b7e-cb5a-4a77-a793-1ce2377ac147", + "vector": [ + -0.013562560081481934, + 0.010991634801030159, + -0.017698395997285843, + 0.03790561482310295, + -0.019486865028738976, + -0.019536545500159264, + 0.01891554892063141, + 0.009383254684507847, + 0.0022076419554650784, + 0.031124336645007133, + 0.03224213048815727, + -0.006390052381902933, + -0.023399142548441887, + -0.004995915573090315, + 0.019362665712833405, + -0.02878938987851143, + -0.019077006727457047, + 0.0008189388900063932, + -0.01614590547978878, + 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+ -0.004024768713861704, + 0.02667967975139618, + 0.012055734172463417, + 0.019431382417678833, + 0.007455240935087204, + -0.017584817484021187, + -0.009349561296403408, + -0.0024368821177631617, + 0.010877753607928753, + 0.009179762564599514, + -0.032622646540403366, + -0.0033137351274490356, + -0.021946530789136887, + 0.008792408742010593, + -0.017775841057300568, + 0.003027199301868677, + -0.013955362141132355, + -0.01593988761305809, + 0.00965732242912054, + 0.015441103838384151, + -0.03077608346939087, + -0.01154633704572916, + 0.015727639198303223, + -0.0019672815687954426, + -0.01762726716697216, + 0.01685255765914917 + ], + "text": "if loader_type == 'pandas':\n return loader_class(loader_config.get('df'), \n page_content_column=loader_config.get('page_content_column'))\n \n if loader_type == 'readthedocs':\n return loader_class(path=loader_config.get('path'), features='html.parser')\n \n if loader_type == 'gitbook':\n urls = loader_config.get('urls', [])\n return loader_class(web_page=urls[0], load_all_paths=True)\n \n # Handling for loaders that require URLs or file paths\n if loader_type == 'web_base':\n urls = loader_config.get('urls', [])\n return loader_class(web_paths=set(urls))\n\n # Handling for loaders that require URLs or file paths\n if loader_type in {'sitemap', 'website'}:\n urls = loader_config.get('urls', [])\n return loader_class(urls[0])", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/loaders/__init__.py", + "path": "backend/src/loaders/__init__.py", + "sha": "0b7a1ce540e8c862c60b0d96df91e3038040fc13", + "size": 3768, + "type": "github_file", + "start_index": 2129, + "chunk": 4 + } + }, + "4c0aaa1e-e85c-4b01-9cb0-6c8c4e239af9": { + "id": "4c0aaa1e-e85c-4b01-9cb0-6c8c4e239af9", + "vector": [ + 0.0009731153841130435, + 0.032118793576955795, + -0.01452688965946436, + 0.022093642503023148, + -0.04789084568619728, + 0.0041585215367376804, + 0.008114838041365147, + 0.002308072755113244, 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__init__(self, text):\n\t\tself.text = text\n\n\tdef load(self):\n\t\treturn [Document(page_content=self.text)]\n\nclass Base64Loader(BaseLoader):\n def __init__(self, files):\n self.files = files\n \n def _process_pdf(self, pdf_bytes, filename):\n # Create a temporary directory to handle PDF processing\n with tempfile.TemporaryDirectory() as temp_dir:\n file_path = os.path.join(temp_dir, filename)\n with open(file_path, 'wb') as f:\n f.write(pdf_bytes)\n # Reading the PDF file using PyPDF2\n return self._read_pdf(file_path, filename)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/loaders/basic.py", + "path": "backend/src/loaders/basic.py", + "sha": "e0a3f9ceddc8eccf9b88a681063afca9aee55305", + "size": 1936, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "febb57cc-bd4b-43a2-a4d4-625109b62e97": { + "id": "febb57cc-bd4b-43a2-a4d4-625109b62e97", + "vector": [ + -0.0020336145535111427, + -0.025943558663129807, + 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self.files:\n base64_string = file['src'].split('base64,')[-1]\n content_bytes = base64.b64decode(base64_string)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/loaders/basic.py", + "path": "backend/src/loaders/basic.py", + "sha": "e0a3f9ceddc8eccf9b88a681063afca9aee55305", + "size": 1936, + "type": "github_file", + "start_index": 830, + "chunk": 1 + } + }, + "60aa618c-d543-48c9-82f8-1cf593b91ab3": { + "id": "60aa618c-d543-48c9-82f8-1cf593b91ab3", + "vector": [ + -0.00765689741820097, + -0.004976692609488964, + -0.024511374533176422, + 0.01667424663901329, + -0.012662659399211407, + 0.06167377904057503, + 0.008325494825839996, + 0.01847655326128006, + -0.008778979070484638, + 0.03116246871650219, + 0.04604603350162506, + -0.014837055467069149, + -0.07190623134374619, + -0.01013361569494009, + -0.03820890560746193, + -0.0262090303003788, + -0.016162622720003128, + -0.014651010744273663, + -0.007581316865980625, + -0.057301733642816544, + 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text\n\nBase = sa.orm.declarative_base()\npwd_context = CryptContext(schemes=[\"bcrypt\"], deprecated=\"auto\")\n\nclass ProtectedUser(BaseModel):\n id: str\n username: str\n email: str\n name: str\n created_at: datetime\n updated_at: Optional[datetime] = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/models/__init__.py", + "path": "backend/src/models/__init__.py", + "sha": "56ae64f95d9d1645eed0c5f987e14080bf942fe7", + "size": 9987, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "33209b48-f96f-4772-9f60-7760f2757773": { + "id": "33209b48-f96f-4772-9f60-7760f2757773", + "vector": [ + 0.015831850469112396, + -0.007310029119253159, + -0.01667337492108345, + 0.024460265412926674, + -0.012712606228888035, + -0.0020505108404904604, + 0.005828948691487312, + -0.0007121387752704322, + 0.019489670172333717, + 0.027265341952443123, + -0.010075834579765797, + -0.018939875066280365, + 0.009166989475488663, + 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pwd_context.verify(plain_password, hashed_password)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/models/__init__.py", + "path": "backend/src/models/__init__.py", + "sha": "56ae64f95d9d1645eed0c5f987e14080bf942fe7", + "size": 9987, + "type": "github_file", + "start_index": 709, + "chunk": 1 + } + }, + "1750827c-d4ad-4377-a74b-ec5937ae9d04": { + "id": "1750827c-d4ad-4377-a74b-ec5937ae9d04", + "vector": [ + -0.00281300931237638, + -0.012449287809431553, + -0.010441509075462818, + -0.026085231453180313, + 0.02852211333811283, + 0.030026623979210854, + 0.0640793964266777, + -0.0005559137207455933, + -0.0032156247179955244, + 0.040579382330179214, + -0.01383725181221962, + -0.013985583558678627, + -0.015013311989605427, + -0.028882348909974098, + 0.013816061429679394, + 0.047381460666656494, + -0.020914804190397263, + 0.011961911804974079, + -0.0077344514429569244, + -0.0257885679602623, + 0.02413572557270527, + 2.0786752429557964e-05, + 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protected(self) -> ProtectedUser:\n \"\"\"Return a dictionary representation of user without sensitive data.\"\"\"\n return ProtectedUser(\n id=str(self.id),\n username=self.username,\n email=self.email,\n name=self.name,\n created_at=self.created_at,\n updated_at=self.updated_at\n )\n\nclass Token(Base):\n __tablename__ = \"tokens\"\n \n user_id = Column(\n UUID(as_uuid=True),\n ForeignKey('users.id', ondelete='CASCADE'),\n primary_key=True\n )\n key = Column(String, primary_key=True)\n value = Column(Text, nullable=False)\n created_at = Column(DateTime(timezone=True), server_default=func.now())\n updated_at = Column(DateTime(timezone=True), onupdate=func.now())\n\n @staticmethod\n def encrypt_value(value: str, secret_key: str) -> str:\n from cryptography.fernet import Fernet\n f = Fernet(secret_key.encode())\n return f.encrypt(value.encode()).decode()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/models/__init__.py", + "path": 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f.decrypt(encrypted_value.encode()).decode()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/models/__init__.py", + "path": "backend/src/models/__init__.py", + "sha": "56ae64f95d9d1645eed0c5f987e14080bf942fe7", + "size": 9987, + "type": "github_file", + "start_index": 2501, + "chunk": 3 + } + }, + "97cfd24e-b489-44d0-9ad4-e9191a3b8528": { + "id": "97cfd24e-b489-44d0-9ad4-e9191a3b8528", + "vector": [ + 0.014566436409950256, + -0.008950024843215942, + -0.019675560295581818, + 0.044182442128658295, + 0.01764640398323536, + 0.022646822035312653, + 0.014083304442465305, + -0.008424618281424046, + 0.043530214577913284, + -0.003644628683105111, + 0.004710539244115353, + -0.0002477939997334033, + 0.009493548423051834, + -0.014361104927957058, + 0.005764371249824762, + 0.051356956362724304, + -0.03780509531497955, + 0.024736369028687477, + 0.00032781276968307793, + 0.0018132555996999145, + 0.04410997033119202, + -0.032055821269750595, + 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{\n \"id\": str(self.id),\n \"name\": self.name,\n \"slug\": self.slug,\n \"value\": self.value\n }", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/models/__init__.py", + "path": "backend/src/models/__init__.py", + "sha": "56ae64f95d9d1645eed0c5f987e14080bf942fe7", + "size": 9987, + "type": "github_file", + "start_index": 2732, + "chunk": 4 + } + }, + "a17b2311-ae1f-48e9-8186-5f66dda63297": { + "id": "a17b2311-ae1f-48e9-8186-5f66dda63297", + "vector": [ + -0.0078008295968174934, + -0.03126018866896629, + -0.01284340675920248, + 0.011251013725996017, + -0.0008886121213436127, + 0.023430922999978065, + -0.0072415960021317005, + 0.0010918080806732178, + 0.006009387318044901, + -0.033990006893873215, + 0.01657794788479805, + 0.0037677153013646603, + -0.030710434541106224, + 0.039241109043359756, + -0.013118283823132515, + 0.022369328886270523, + -0.009620707482099533, + 0.0033625082578510046, + -0.007312685251235962, + -0.010957179591059685, + 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URL-friendly slug from the name.\"\"\"\n import re\n # Convert to lowercase and replace spaces with dashes\n slug = name.lower().strip().replace(' ', '-')\n # Remove special characters\n slug = re.sub(r'[^a-z0-9-]', '', slug)\n # Replace multiple dashes with single dash\n slug = re.sub(r'-+', '-', slug)\n return slug\n\n def __init__(self, name: str, value: dict, **kwargs):\n \"\"\"Initialize a new setting with auto-generated slug.\"\"\"\n super().__init__(**kwargs)\n self.name = name\n self.value = value\n if 'slug' not in kwargs:\n self.slug = self.generate_slug(name)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/models/__init__.py", + "path": "backend/src/models/__init__.py", + "sha": "56ae64f95d9d1645eed0c5f987e14080bf942fe7", + "size": 9987, + "type": "github_file", + "start_index": 3705, + "chunk": 5 + } + }, + "2b2955c1-8dda-44fc-bb6f-aadcae83a136": { + "id": "2b2955c1-8dda-44fc-bb6f-aadcae83a136", + "vector": [ + 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unique=True)\n description = Column(String, nullable=True)\n public = Column(Boolean, nullable=False, server_default='false')\n revision_number = Column(sa.Integer, nullable=False)\n created_at = Column(DateTime(timezone=True), server_default=text(\"now()\"), nullable=False)\n updated_at = Column(DateTime(timezone=True), server_default=text(\"now()\"), onupdate=text(\"now()\"), nullable=False)\n \n # No direct relationship to Settings anymore\n # Only a relationship to Revisions\n revisions = relationship(\"Revision\", back_populates=\"agent\", cascade=\"all, delete-orphan\")", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/models/__init__.py", + "path": "backend/src/models/__init__.py", + "sha": "56ae64f95d9d1645eed0c5f987e14080bf942fe7", + "size": 9987, + "type": "github_file", + "start_index": 4440, + "chunk": 6 + } + }, + "6f447777-d8f5-47db-9fd7-c7fdd347d65b": { + "id": "6f447777-d8f5-47db-9fd7-c7fdd347d65b", + "vector": [ + 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-0.00912089180201292, + -0.00982394814491272, + 0.017764709889888763, + 0.005376492626965046, + -0.001354323816485703, + -0.010884808376431465, + -0.015153360553085804, + 0.015002706088125706, + -0.004896280821412802, + -0.016534363850951195, + -0.022435009479522705, + -0.006829683668911457, + -0.003017803654074669, + 0.01637115329504013, + -0.010125257074832916, + 0.016220498830080032, + 0.004453732166439295, + -0.009227605536580086, + -0.0001765485794749111, + -0.002368104876950383 + ], + "text": "revisions = relationship(\"Revision\", back_populates=\"agent\", cascade=\"all, delete-orphan\")\n \n # New method to get the current settings via the active revision\n @property\n def active_revision(self):\n # Find the revision that matches the current revision_number\n for revision in self.revisions:\n if revision.revision_number == self.revision_number:\n return revision\n return None\n \n @property\n def settings(self):\n revision = self.active_revision\n if revision:\n return revision.setting\n return None\n \n def to_dict(self, include_setting: bool = True) -> dict:\n result = {\n \"id\": str(self.id),\n \"user_id\": str(self.user_id),\n \"name\": self.name,\n \"slug\": self.slug,\n \"description\": self.description,\n \"public\": self.public,\n \"revision_number\": self.revision_number,", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/models/__init__.py", + "path": "backend/src/models/__init__.py", + "sha": "56ae64f95d9d1645eed0c5f987e14080bf942fe7", + "size": 9987, + "type": "github_file", + "start_index": 5302, + "chunk": 7 + } + }, + "e5150ed7-ec39-4db3-9d65-bf7cd6a70f07": { + "id": "e5150ed7-ec39-4db3-9d65-bf7cd6a70f07", + "vector": [ + 0.018164915964007378, + 0.0036675564479082823, + -0.012689278461039066, + -0.00251823291182518, + 0.010885868221521378, + 0.012502396479249, + -0.012932224199175835, + 0.020837327465415, + -0.005097202491015196, + -0.014212365262210369, + 0.03457314521074295, + 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-0.006884059868752956, + -0.01843527890741825, + 0.044086702167987823, + -0.005789072252810001, + 0.0037000698503106833, + 0.003776360070332885, + -0.02051755040884018, + -0.0014382927911356091, + 0.02062525413930416, + 0.003430810756981373, + -0.02785935066640377, + -0.014665650203824043, + -0.01419893465936184, + 0.0047299861907958984, + 0.0003368544566910714, + -0.014037379063665867, + -0.022366462275385857, + -0.032831668853759766, + 0.01451306976377964, + -0.005071048159152269, + -0.017412094399333, + -0.008499614894390106, + -0.006605825386941433, + -0.022348511964082718, + 0.0088631147518754, + -0.02579502947628498 + ], + "text": "@staticmethod\n def generate_slug(name: str) -> str:\n \"\"\"Generate a URL-friendly slug from the name.\"\"\"\n import re\n # Convert to lowercase and replace spaces with dashes\n slug = name.lower().strip().replace(' ', '-')\n # Remove special characters\n slug = re.sub(r'[^a-z0-9-]', '', slug)\n # Replace multiple dashes with single dash\n slug = re.sub(r'-+', '-', slug)\n return slug\n\n def __init__(self, name: str, description: str, public: bool, **kwargs):\n \"\"\"Initialize a new setting with auto-generated slug.\"\"\"\n super().__init__(**kwargs)\n self.name = name\n self.description = description\n self.public = public\n if 'slug' not in kwargs:\n self.slug = self.generate_slug(name)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/models/__init__.py", + "path": "backend/src/models/__init__.py", + "sha": "56ae64f95d9d1645eed0c5f987e14080bf942fe7", + "size": 9987, + "type": "github_file", + "start_index": 6657, + "chunk": 9 + } + }, + "2b1a4bd3-be14-4abb-8697-5214514733df": { + "id": "2b1a4bd3-be14-4abb-8697-5214514733df", + "vector": [ + -0.012765152379870415, + -0.008023453876376152, + -0.025804823264479637, + 0.04417266696691513, + 0.006033187732100487, + -0.00736211147159338, + 0.0012173999566584826, + -0.003328547812998295, + 0.05390562862157822, + 0.014699266292154789, + 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server_default=text(\"now()\"), nullable=False)\n updated_at = Column(DateTime(timezone=True), server_default=text(\"now()\"), onupdate=text(\"now()\"), nullable=False)\n \n # Relationships\n agent = relationship(\"Agent\", back_populates=\"revisions\")", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/models/__init__.py", + "path": "backend/src/models/__init__.py", + "sha": "56ae64f95d9d1645eed0c5f987e14080bf942fe7", + "size": 9987, + "type": "github_file", + "start_index": 7452, + "chunk": 10 + } + }, + "51435034-778b-479a-994f-7193ae5f6e62": { + "id": "51435034-778b-479a-994f-7193ae5f6e62", + "vector": [ + -0.002718797419220209, + 0.021004095673561096, + -0.020679624751210213, + 0.012394796125590801, + -0.001547997584566474, + 0.044863536953926086, + 0.013963073492050171, + 0.00679766945540905, + 0.04988202452659607, + -0.014947302639484406, + 0.04027767851948738, + -0.0036800431553274393, + 0.0050076707266271114, + -0.019792737439274788, 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-0.03597303107380867, + -0.003482656553387642, + -0.014536305330693722, + 0.022388506680727005, + 0.0009051391971297562, + 0.0025173549074679613, + -0.009398845955729485, + -0.022734608501195908, + 0.005075268913060427, + 0.0003511723771225661 + ], + "text": "# Relationships\n agent = relationship(\"Agent\", back_populates=\"revisions\")\n setting = relationship(\"Settings\", back_populates=\"revisions\", foreign_keys=[settings_id])\n \n def to_dict(self) -> dict:\n return {\n \"id\": str(self.id),\n \"agent_id\": str(self.agent_id),\n \"user_id\": str(self.user_id),\n \"settings_id\": str(self.settings_id),\n \"revision_number\": self.revision_number,\n \"name\": self.name,\n \"description\": self.description,\n \"created_at\": self.created_at.isoformat() if self.created_at else None,\n \"updated_at\": self.updated_at.isoformat() if self.updated_at else None\n }", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/models/__init__.py", + "path": "backend/src/models/__init__.py", + "sha": "56ae64f95d9d1645eed0c5f987e14080bf942fe7", + "size": 9987, + "type": "github_file", + "start_index": 8288, + "chunk": 11 + } + }, + "0dfb80da-9bd3-43aa-a6fe-ee1a352164f2": { + "id": "0dfb80da-9bd3-43aa-a6fe-ee1a352164f2", + "vector": [ + 0.0184555035084486, + -0.021695340052247047, + -0.021475493907928467, + 0.045820560306310654, + 0.017009146511554718, + -0.007231780327856541, + 0.003801023820415139, + 0.008394650183618069, + 0.03457369655370712, + 0.038924332708120346, + 0.039178892970085144, + -0.002965030027553439, + 0.011964256875216961, + -0.019288605079054832, + -0.007584691047668457, + 0.07002677768468857, + -0.025293875485658646, + 0.030361905694007874, + -0.004208896309137344, + -0.007549978792667389, + 0.008278941735625267, + -0.0011773338774219155, + 0.02378966473042965, + 0.021672198548913002, + 0.016766158863902092, + 0.004188647028058767, + -0.0009256678749807179, + 0.00646810419857502, + -0.021394498646259308, + 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ondelete='CASCADE'),\n primary_key=True,\n nullable=False\n )\n thread = Column(\n UUID(as_uuid=True),\n primary_key=True,\n nullable=False\n )\n agent = Column(\n UUID(as_uuid=True),\n ForeignKey('agents.id', ondelete='CASCADE'),\n nullable=True\n )\n created_at = Column(\n DateTime(timezone=True),\n server_default=func.now(),\n nullable=False\n )\n \n # Add relationships\n user_relation = relationship(\"User\", backref=\"threads\")\n agent_relation = relationship(\"Agent\", backref=\"threads\")\n \n def to_dict(self) -> dict:\n return {\n \"user\": str(self.user),\n \"thread\": str(self.thread),\n \"agent\": str(self.agent) if self.agent else None,\n \"created_at\": self.created_at.isoformat() if self.created_at else None\n }", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/models/__init__.py", + "path": "backend/src/models/__init__.py", + "sha": "56ae64f95d9d1645eed0c5f987e14080bf942fe7", + "size": 9987, + "type": "github_file", + 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AsyncSession\nfrom sqlalchemy.exc import IntegrityError\nfrom sqlalchemy.future import select\nfrom sqlalchemy.orm import selectinload\nfrom src.models import Agent, Revision\n\nclass AgentRepo:\n def __init__(self, db: AsyncSession, user_id: str):\n self.db = db\n self.user_id = user_id\n\n async def get_by_id(self, agent_id: str) -> Optional[Agent]:\n \"\"\"Get agent by ID with revisions and settings included.\"\"\"\n stmt = select(Agent).options(\n selectinload(Agent.revisions).selectinload(Revision.setting)\n ).where(\n Agent.id == agent_id,\n Agent.user_id == self.user_id\n )\n result = await self.db.execute(stmt)\n return result.scalars().first()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/agent_repo.py", + "path": "backend/src/repos/agent_repo.py", + "sha": "96aedfa35fd369f7c99cdf3bda98e0fb04a746d2", + "size": 4077, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "c02805ae-7bbc-4e7a-a55a-d6706d199eae": 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+ 0.01615959219634533, + -0.015287197194993496, + -0.00804936420172453, + -0.003271480556577444, + -0.011107818223536015, + 0.007227689493447542, + 0.006233565509319305, + -0.014201776124536991, + -0.013187363743782043, + -0.014485811814665794, + -0.008297895081341267, + 0.0065125287510454655, + 0.012122230604290962, + -0.022012753412127495, + 0.009520262479782104, + -0.004024682100862265, + 0.029702000319957733, + -0.027247121557593346, + 0.028849894180893898, + -0.007760256063193083, + -0.0007151608588173985, + -0.004633329343050718, + -0.026476169005036354 + ], + "text": "def get_by_slug(self, slug: str) -> Optional[Agent]:\n \"\"\"Get agent by slug with settings included.\"\"\"\n return self.db.query(Agent).filter(Agent.slug == slug and Agent.user_id == self.user_id).first()\n \n def get_all_user_agents(self, public: Optional[bool] = None) -> List[Agent]:\n if public is not None:\n return self.db.query(Agent).filter(Agent.public == public).all()\n else:\n return self.db.query(Agent).filter(Agent.user_id == self.user_id).all()\n\n def get_all(self) -> List[Agent]:\n \"\"\"Get all agents without settings included.\"\"\"\n return self.db.query(Agent).all()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/agent_repo.py", + "path": "backend/src/repos/agent_repo.py", + "sha": "96aedfa35fd369f7c99cdf3bda98e0fb04a746d2", + "size": 4077, + "type": "github_file", + "start_index": 839, + "chunk": 1 + } + }, + "e39c2005-f27b-4970-a2a3-dfdd4894cbe2": { + "id": "e39c2005-f27b-4970-a2a3-dfdd4894cbe2", + "vector": [ + -0.0007878867327235639, + -0.041892241686582565, + -0.003629278391599655, + -0.006877112202346325, + -0.013665344566106796, + 0.02070910669863224, + 0.016013264656066895, + 0.01770199090242386, + 0.026693712919950485, + 0.019479596987366676, + -0.004299583844840527, + -0.033952269703149796, + -0.0009124117204919457, + -0.021642349660396576, + 0.02891572006046772, + 0.05309116095304489, + 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-0.006477151066064835, + -0.005892022512853146, + -0.0002978878328576684, + 0.0139616122469306, + -0.003988503012806177, + -0.014739315025508404, + 0.012909862212836742, + 0.0061438498087227345, + 0.004484751261770725, + 0.03602614253759384, + -0.026501139625906944, + 0.02644188515841961, + -0.01641322672367096, + -0.015042988583445549, + -0.0016378044383600354, + -0.02541976235806942 + ], + "text": "def create(self, name: str, description: str, settings_id: str, public: bool = False) -> Agent:\n \"\"\"Create a new agent.\"\"\"\n try:\n # Generate a slug for the agent name\n slug = Agent.generate_slug(name)\n \n # Create a new agent with revision_number=1 (initial version)\n agent = Agent(\n user_id=self.user_id,\n name=name,\n description=description,\n public=public,\n slug=slug,\n revision_number=1 # Start with revision 1\n )\n \n self.db.add(agent)\n self.db.flush() # This assigns an ID to the agent\n \n # Now create the first revision for this agent\n from src.repos.revision_repo import RevisionRepo\n revision_repo = RevisionRepo(db=self.db, user_id=self.user_id)\n revision = revision_repo.create(\n agent_id=str(agent.id),", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/agent_repo.py", + "path": "backend/src/repos/agent_repo.py", + "sha": "96aedfa35fd369f7c99cdf3bda98e0fb04a746d2", + "size": 4077, + "type": "github_file", + "start_index": 1491, + "chunk": 2 + } + }, + "c5e5b3b0-3f01-47ad-bd4b-8eaf21773319": { + "id": "c5e5b3b0-3f01-47ad-bd4b-8eaf21773319", + "vector": [ + -0.011523124761879444, + 0.010802146047353745, + -0.009717542678117752, + -0.019221926108002663, + -0.01726587861776352, + 0.022005531936883926, + 0.02036295458674431, + 0.025215456262230873, + -0.00222563068382442, + -0.002261679619550705, + 0.027936367318034172, + -0.021917760372161865, + -0.0037490907125175, + -0.02219361439347267, + 0.024036811664700508, + 0.06003560498356819, + -0.019347313791513443, + 0.000693550449796021, + 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in data:\n agent.slug = Agent.generate_slug(data['name'])\n self.db.commit()\n self.db.refresh(agent)\n return agent\n\n def delete(self, agent_id: str) -> bool:\n \"\"\"Delete an agent.\"\"\"\n agent = self.get_by_id(agent_id)\n if agent:\n self.db.delete(agent)\n self.db.commit()\n return True\n return False\n\n def get_by_setting_id(self, settings_id: str) -> List[Agent]:\n \"\"\"Get all agents for a specifics setting.\"\"\"\n return self.db.query(Agent).filter(Agent.settings_id == settings_id).all()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/agent_repo.py", + "path": "backend/src/repos/agent_repo.py", + "sha": "96aedfa35fd369f7c99cdf3bda98e0fb04a746d2", + "size": 4077, + "type": "github_file", + "start_index": 2956, + "chunk": 4 + } + }, + "4d55e995-4a75-4e13-933e-07f95b1bf867": { + "id": "4d55e995-4a75-4e13-933e-07f95b1bf867", + "vector": [ + 0.011628346517682076, + -0.032383594661951065, + -0.007119827438145876, + 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IntegrityError\nfrom src.models import Revision, Agent, Settings\nfrom sqlalchemy import func\n\nclass RevisionRepo:\n def __init__(self, db: Session, user_id: str):\n self.db = db\n self.user_id = user_id\n\n def get_by_id(self, revision_id: str) -> Optional[Revision]:\n \"\"\"Get revision by ID with settings included.\"\"\"\n return self.db.query(Revision).options(\n joinedload(Revision.setting)\n ).filter(Revision.id == revision_id).first()\n\n def get_by_revision_number(self, agent_id: str, revision_number: int) -> Optional[Revision]:\n \"\"\"Get revision by agent_id and revision number with settings included.\"\"\"\n return self.db.query(Revision).options(\n joinedload(Revision.setting)\n ).filter(\n Revision.agent_id == agent_id,\n Revision.revision_number == revision_number\n ).first()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/revision_repo.py", + "path": "backend/src/repos/revision_repo.py", + "sha": "b2e4298c8c3c1d0484a782b98f9697936003de2a", + "size": 4653, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "2dcfa68b-dde1-4e40-a044-863f24a26d52": { + "id": "2dcfa68b-dde1-4e40-a044-863f24a26d52", + "vector": [ + -0.009480963461101055, + -0.018018200993537903, + -0.0094023197889328, + 0.009559608064591885, + 0.008672678843140602, + -0.003501839702948928, + 0.001872162683866918, + 0.01585112325847149, + 0.01815801113843918, + 0.0014450823655351996, + 0.017161855474114418, + -0.021688250824809074, + 0.04480956867337227, + -0.005378371570259333, + 0.017188070341944695, + 0.06578128784894943, + 0.0015051575610414147, + 0.011560658924281597, + -0.025550542399287224, + -0.03233139589428902, + 0.00035990524338558316, + -0.00834499578922987, + 0.02677389234304428, + -0.0026695248670876026, + 0.038063667714595795, + -0.015623928979039192, + 0.013430637307465076, + 0.020010512322187424, + -0.009096481837332249, + 0.031055618077516556, + 0.008895503357052803, + 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return self.db.query(Revision).filter(\n Revision.agent_id == agent_id\n ).order_by(Revision.revision_number.desc()).first()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/revision_repo.py", + "path": "backend/src/repos/revision_repo.py", + "sha": "b2e4298c8c3c1d0484a782b98f9697936003de2a", + "size": 4653, + "type": "github_file", + "start_index": 999, + "chunk": 1 + } + }, + "9f755cff-4b8c-418b-9d3e-bd0019ca6767": { + "id": "9f755cff-4b8c-418b-9d3e-bd0019ca6767", + "vector": [ + -0.020019952207803726, + -0.005691947415471077, + -0.025739939883351326, + 0.009523964487016201, + -0.006621912587434053, + 0.016711333766579628, + 0.004077359568327665, + -0.006584526970982552, + 0.024020204320549965, + 0.031029991805553436, + 0.03387129306793213, + -0.0289177093654871, + 0.05454549193382263, + 0.0020503627602010965, + 0.03815193846821785, + 0.0457598939538002, + 0.0009901324519887567, + -0.007687400095164776, + 0.0039021149277687073, + 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0.016851529479026794, + -0.012832583859562874, + 0.03693690523505211, + -0.0058041042648255825, + -0.005145184230059385, + -0.002111114328727126, + -0.015141140669584274 + ], + "text": "def get_all_for_agent(self, agent_id: str) -> List[Revision]:\n \"\"\"Get all revisions for an agent.\"\"\"\n return self.db.query(Revision).filter(\n Revision.agent_id == agent_id\n ).order_by(Revision.revision_number.desc()).all()\n \n def create(self, agent_id: str, settings_id: str, name: str = None, description: str = None) -> Revision:\n \"\"\"Create a new revision for an agent.\"\"\"\n try:\n # Verify agent belongs to the user\n agent = self.db.query(Agent).filter(\n Agent.id == agent_id,\n Agent.user_id == self.user_id\n ).first()\n \n if not agent:\n raise ValueError(f\"Agent with ID {agent_id} not found or doesn't belong to user\")\n \n # Get the latest revision number and increment\n latest_revision = self.get_latest_revision(agent_id)\n revision_number = 1\n if latest_revision:", + 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+ 0.004875735379755497, + -0.008897112682461739, + 0.021113457158207893, + 0.013237646780908108, + 0.016959507018327713, + 0.006933070253580809, + -0.01369919627904892, + 0.024138081818819046, + 0.005391296930611134, + -0.019119953736662865, + -0.024746935814619064, + -0.005906858015805483, + 0.0075222826562821865, + 0.024157723411917686, + -0.0034321642015129328, + -0.0011600125581026077, + -0.010704032145440578, + 0.003616293193772435, + -0.01802990958094597, + -0.016006946563720703 + ], + "text": "def set_active_revision(self, agent_id: str, revision_number: int) -> Optional[Agent]:\n \"\"\"Set a specific revision as the active one for an agent.\"\"\"\n # Verify agent belongs to the user\n agent = self.db.query(Agent).filter(\n Agent.id == agent_id,\n Agent.user_id == self.user_id\n ).first()\n \n if not agent:\n raise ValueError(f\"Agent with ID {agent_id} not found or doesn't belong to user\")\n \n # Verify revision exists\n revision = self.get_by_revision_number(agent_id, revision_number)\n if not revision:\n raise ValueError(f\"Revision {revision_number} not found for agent {agent_id}\")\n \n # Update agent's revision_number only (no need to update settings_id)\n agent.revision_number = revision.revision_number\n \n self.db.commit()\n self.db.refresh(agent)\n return agent\n \n def delete(self, revision_id: str) -> bool:", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/revision_repo.py", + "path": "backend/src/repos/revision_repo.py", + "sha": "b2e4298c8c3c1d0484a782b98f9697936003de2a", + "size": 4653, + "type": "github_file", + "start_index": 3158, + "chunk": 4 + } + }, + "60146a18-1ce7-4c8d-90aa-aaeb073a4c87": { + "id": "60146a18-1ce7-4c8d-90aa-aaeb073a4c87", + "vector": [ + -0.002556149149313569, + -0.01507143210619688, + 0.0014664673944935203, + 0.003628703998401761, + -0.002712429501116276, + 0.020414939150214195, + 0.004786892328411341, + 0.014668956398963928, + 0.018822163343429565, + 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self.db.commit()\n return True", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/revision_repo.py", + "path": "backend/src/repos/revision_repo.py", + "sha": "b2e4298c8c3c1d0484a782b98f9697936003de2a", + "size": 4653, + "type": "github_file", + "start_index": 4071, + "chunk": 5 + } + }, + "a69c107b-2b04-4422-9fc0-60f6a16155c1": { + "id": "a69c107b-2b04-4422-9fc0-60f6a16155c1", + "vector": [ + -0.018163397908210754, + 0.02329215034842491, + -0.017536303028464317, + -0.012306766584515572, + -0.001816899748519063, + 0.010291099548339844, + 0.02618127316236496, + 0.013359392061829567, + 0.02748025953769684, + 0.010307896882295609, + -0.00581743847578764, + -0.012743494473397732, + 0.020492613315582275, + 0.03522937744855881, + 0.04445665329694748, + 0.040738869458436966, + -0.014523999765515327, + 0.016931602731347084, + -0.03509499877691269, + -0.008012276142835617, + 0.026293255388736725, + 0.014456811361014843, + 0.0056214709766209126, + 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0.0017203156603500247 + ], + "text": "from typing import Optional, List\nfrom sqlalchemy.orm import Session\nfrom src.models import Settings\n\nclass SettingsRepo:\n def __init__(self, db: Session, user_id: str):\n self.db = db\n self.user_id = user_id\n\n def get_by_id(self, settings_id: str) -> Optional[Settings]:\n \"\"\"Get setting by ID.\"\"\"\n return self.db.query(Settings).filter(\n Settings.id == settings_id,\n Settings.user_id == self.user_id\n ).first()\n\n def get_by_slug(self, slug: str) -> Optional[Settings]:\n \"\"\"Get setting by slug.\"\"\"\n return self.db.query(Settings).filter(\n Settings.slug == slug,\n Settings.user_id == self.user_id\n ).first()\n\n def get_all(self) -> List[Settings]:\n \"\"\"Get all settings.\"\"\"\n return self.db.query(Settings).filter(\n Settings.user_id == self.user_id\n ).all()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/settings_repo.py", + "path": "backend/src/repos/settings_repo.py", + "sha": "3ae1b2ef9011e73ae57974d5d23a47b44c6d90fa", + "size": 2489, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "8e200425-51dd-45a2-ac30-5acb979bba5d": { + "id": "8e200425-51dd-45a2-ac30-5acb979bba5d", + "vector": [ + -0.03044111281633377, + 0.017596406862139702, + -0.005041337106376886, + 0.018704578280448914, + 0.02209625206887722, + 0.05906885489821434, + -0.008915736339986324, + -0.020954499021172523, + -0.005687769968062639, + -0.029970979318022728, + 0.017361341044306755, + -0.024598030373454094, + -0.022566383704543114, + 0.020366834476590157, + 0.014481775462627411, + 0.01350792869925499, + 0.009427845478057861, + 0.014565727673470974, + 0.0069596474058926105, + -0.030491484329104424, + 0.043890275061130524, + -0.020081395283341408, + 0.02454765886068344, + 0.018553463742136955, + 0.032372016459703445, + 0.005654188804328442, + 0.025991639122366905, + 0.012995819561183453, + 0.03536072000861168, + 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self.db.add(setting)\n self.db.commit()\n self.db.refresh(setting)\n return setting\n except Exception as e:\n raise e\n \n def update(self, settings_id: str, data: dict) -> Optional[Settings]:\n \"\"\"Update setting data.\"\"\"\n setting = self.get_by_id(settings_id)\n if setting:\n for key, value in data.items():\n if hasattr(setting, key):\n setattr(setting, key, value)\n # If name is updated, regenerate slug\n if 'name' in data:\n setting.slug = Settings.generate_slug(data['name'])\n self.db.commit()\n self.db.refresh(setting)\n return setting", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/settings_repo.py", + "path": "backend/src/repos/settings_repo.py", + "sha": "3ae1b2ef9011e73ae57974d5d23a47b44c6d90fa", + "size": 2489, + "type": "github_file", + "start_index": 902, + "chunk": 1 + } + }, + "221a8bb1-7808-432c-b0b6-ea969c89f574": { + "id": "221a8bb1-7808-432c-b0b6-ea969c89f574", + "vector": [ + -0.010531753301620483, + 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-0.006113154347985983, + 0.014549490064382553, + -0.0002271934354212135, + 0.016216713935136795, + -0.013957306742668152, + 0.010067117400467396, + 0.01780194416642189, + -0.006810108665376902, + -0.002400620374828577, + 0.010076227597892284, + -0.002278767293319106, + -0.007593613117933273, + -0.001875626971013844, + -0.02452550269663334, + -0.02583741582930088, + 0.007046982180327177, + 0.03137660771608353, + -0.029171863570809364, + -0.02518145926296711, + 0.011470136232674122, + -0.019314289093017578, + -0.021919894963502884, + -0.009069516323506832 + ], + "text": "def delete(self, settings_id: str) -> bool:\n \"\"\"Delete a setting.\"\"\"\n setting = self.get_by_id(settings_id)\n if setting:\n self.db.delete(setting)\n self.db.commit()\n return True\n return False\n\n def upsert_by_slug(self, name: str, value: dict) -> Settings:\n \"\"\"Create or update a setting by its slug.\"\"\"\n slug = Settings.generate_slug(name)\n setting = self.get_by_slug(slug)\n if setting:\n setting.name = name\n setting.value = value\n self.db.commit()\n self.db.refresh(setting)\n else:\n setting = self.create(name=name, value=value)\n return setting", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/settings_repo.py", + "path": "backend/src/repos/settings_repo.py", + "sha": "3ae1b2ef9011e73ae57974d5d23a47b44c6d90fa", + "size": 2489, + "type": "github_file", + "start_index": 1785, + "chunk": 2 + } + }, + "0f0f74c0-2708-4c74-84c1-531786f22a46": { + "id": "0f0f74c0-2708-4c74-84c1-531786f22a46", + "vector": [ + -0.016782360151410103, + 0.03148627281188965, + -0.022310147061944008, + -0.027616821229457855, + -0.02368103712797165, + -0.009203764609992504, + 0.023084037005901337, + 0.014714967459440231, + 0.003454866586253047, + 0.043647401034832, + 0.00713637238368392, + -0.01198424119502306, + 0.006423288024961948, + 0.002200059127062559, + 0.03155260533094406, + 0.05253608524799347, + -0.014714967459440231, + 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-0.0062906211242079735, + -0.005243105348199606, + 0.0029159074183553457, + 0.011265628971159458, + -0.000370016205124557, + 0.0006194575689733028, + 0.021281978115439415, + 0.02637859806418419, + 0.020629700273275375, + -0.0137531328946352, + -0.0025413997936993837, + 0.012570186518132687 + ], + "text": "from typing import Optional\nfrom sqlalchemy.ext.asyncio import AsyncSession\nfrom sqlalchemy import select\nfrom src.models import Thread, User, Token\nfrom src.constants import APP_SECRET_KEY\n\nclass UserRepo:\n def __init__(self, db: AsyncSession, user_id: str = None):\n self.db = db\n self.user_id = user_id\n\n async def get_by_id(self) -> Optional[User]:\n \"\"\"Get user by ID.\"\"\"\n user_id = self.user_id\n result = await self.db.execute(\n select(User).filter(User.id == user_id)\n )\n return result.scalar_one_or_none()\n\n async def get_by_email(self, email: str) -> Optional[User]:\n \"\"\"Get user by email.\"\"\"\n result = await self.db.execute(\n select(User).filter(User.email == email)\n )\n return result.scalar_one_or_none()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/user_repo.py", + "path": "backend/src/repos/user_repo.py", + "sha": "038adb6eb69e4ffa556b7de6e37ec4609893cca0", + "size": 3781, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "d49ba17f-ec1f-43a0-994f-3330275049e3": { + "id": "d49ba17f-ec1f-43a0-994f-3330275049e3", + "vector": [ + -0.03692463040351868, + 0.014051279984414577, + -0.022072959691286087, + -0.02808477357029915, + -0.04090879112482071, + -0.0036840143147855997, + 0.010609605349600315, + -0.006105192005634308, + -0.022659912705421448, + 0.029329823330044746, + -0.01085861586034298, + -0.02191288210451603, + -0.006896688137203455, + -0.0069500477984547615, + 0.025879256427288055, + 0.05325257033109665, + 0.007101232185959816, + 0.02171723172068596, + 0.03334955498576164, + -0.01265504490584135, + -0.011303276754915714, + 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"https://github.com/enso-labs/cloud/blob/development/backend/src/repos/user_repo.py", + "path": "backend/src/repos/user_repo.py", + "sha": "038adb6eb69e4ffa556b7de6e37ec4609893cca0", + "size": 3781, + "type": "github_file", + "start_index": 827, + "chunk": 1 + } + }, + "62179bea-7633-4d02-b9d5-2d0c831a8e11": { + "id": "62179bea-7633-4d02-b9d5-2d0c831a8e11", + "vector": [ + -0.02481982298195362, + 0.0030540016014128923, + -0.019626544788479805, + -0.007958530448377132, + -0.034042950719594955, + -0.005024665035307407, + 0.008434861898422241, + -0.009703674353659153, + -0.00012119054008508101, + 0.023218000307679176, + -0.025072742253541946, + -0.016304869204759598, + 0.01422250084578991, + 0.005737054627388716, + 0.04215323179960251, + 0.02608441933989525, + -0.000507682969328016, + 0.015369067899882793, + 0.013269837014377117, + -0.01210640836507082, + -0.057530730962753296, + -0.024684932082891464, + 0.015352207235991955, + -0.036420393735170364, + 0.021481286734342575, + 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user.\"\"\"\n user_id = self.user_id\n result = await self.db.execute(\n select(Token).filter(Token.user_id == user_id)\n )\n tokens = result.scalars().all()\n return [\n {\n \"key\": token.key,\n \"value\": Token.decrypt_value(token.value, APP_SECRET_KEY)\n }\n for token in tokens\n ]\n\n async def create(self, user_data: dict) -> User:\n \"\"\"Create a new user.\"\"\"\n user = User(**user_data)\n self.db.add(user)\n await self.db.commit()\n await self.db.refresh(user)\n return user", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/repos/user_repo.py", + "path": "backend/src/repos/user_repo.py", + "sha": "038adb6eb69e4ffa556b7de6e37ec4609893cca0", + "size": 3781, + "type": "github_file", + "start_index": 1778, + "chunk": 2 + } + }, + "31ba5b31-3f0a-4433-bb7c-344cbbd54dbd": { + "id": "31ba5b31-3f0a-4433-bb7c-344cbbd54dbd", + "vector": [ + -0.0504676029086113, + 0.014244597405195236, + -0.013579130172729492, + 0.029568331316113472, + 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"https://github.com/enso-labs/cloud/blob/development/backend/src/repos/user_repo.py", + "path": "backend/src/repos/user_repo.py", + "sha": "038adb6eb69e4ffa556b7de6e37ec4609893cca0", + "size": 3781, + "type": "github_file", + "start_index": 2478, + "chunk": 3 + } + }, + "fb75d666-b09f-4f89-846e-90de2c54d28e": { + "id": "fb75d666-b09f-4f89-846e-90de2c54d28e", + "vector": [ + -0.017181025817990303, + -0.0022357904817909002, + -0.013541695661842823, + 0.016546258702874184, + -0.017632415518164635, + 0.012356797233223915, + 0.0011549232294782996, + 0.009408657439053059, + 0.0030786199495196342, + 0.03972230851650238, + -0.0039743464440107346, + -0.011630341410636902, + 0.048919375985860825, + 0.03247185796499252, + 0.022908035665750504, + 0.0656772255897522, + 0.00573758827522397, + -0.022061679512262344, + -0.022936247289180756, + -0.02548942156136036, + -0.012878716923296452, + 0.02341584861278534, + 0.015629373490810394, + -0.014797124080359936, + 0.011129581369459629, + 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retrieve\nfrom .source import router as source\nfrom .info import router as info\nfrom .auth import router as auth\nfrom .token import router as token\nfrom .storage import router as storage\nfrom .settings import router as settings\nfrom .agent import router as agent\nfrom .model import router as model\n\n__all__ = [\"llm\", \"thread\", \"tool\", \"retrieve\", \"source\", \"info\", \"auth\", \"token\", \"storage\", \"settings\", \"agent\", \"model\"]", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/__init__.py", + "path": "backend/src/routes/v0/__init__.py", + "sha": "0bcbf62aa81cd9c8a2fa829fbc508703f5929ee9", + "size": 554, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "bb17592a-ec2c-4809-b2db-db08871b0093": { + "id": "bb17592a-ec2c-4809-b2db-db08871b0093", + "vector": [ + -0.023387541994452477, + 0.0055111488327383995, + -0.01792706921696663, + 0.016812169924378395, + -0.010946281254291534, + 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False\n\nclass AgentUpdate(BaseModel):\n name: Optional[str] = None\n description: Optional[str] = None\n settings_id: Optional[str] = None\n public: Optional[bool] = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/__init__.py", + "path": "backend/src/routes/v0/agent/__init__.py", + "sha": "28ec8b6998f357a0d0af22fe844a3e0b86d80f0d", + "size": 7053, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "e1df8961-35ff-41f7-b899-fc0066ee7cac": { + "id": "e1df8961-35ff-41f7-b899-fc0066ee7cac", + "vector": [ + -0.006188530474901199, + 0.00019859449821524322, + -0.022768767550587654, + 0.00643041729927063, + 0.008010534569621086, + 0.0391291044652462, + -0.005349780432879925, + 0.03417827934026718, + 0.016599085181951523, + 0.004806320648640394, + -0.03543483465909958, + -0.016096463426947594, + 0.028825359418988228, + -0.014638859778642654, + 0.02356039546430111, + 0.028423260897397995, + 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0.01416136883199215, + 0.009066040627658367, + 0.002272792859002948, + 0.0030188721138983965, + 0.0013987021520733833 + ], + "text": "@router.get(\n \"/agents\", \n tags=[TAG],\n responses={\n status.HTTP_200_OK: {\n \"description\": \"All agents.\",\n \"content\": {\n \"application/json\": {\n \"example\": {\"agents\": [{\"id\": \"123\", \"name\": \"Agent 1\", \"description\": \"Agent 1 description\", \"public\": True}]}\n }\n }\n }\n }\n)\ndef list_agents(\n user: ProtectedUser = Depends(verify_credentials), \n db: Session = Depends(get_db),\n public: Optional[bool] = Query(default=None, description=\"Filter by public agents\")\n):\n agent_repo = AgentRepo(db=db, user_id=user.id)\n agents = agent_repo.get_all_user_agents(public=public)\n return JSONResponse(\n content={\"agents\": [agent.to_dict() for agent in agents]},\n status_code=status.HTTP_200_OK\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/__init__.py", + 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status.HTTP_201_CREATED: {\n \"description\": \"Agent created successfully.\",\n \"content\": {\n \"application/json\": {\n \"example\": {\"agent\": {\"id\": \"123\", \"name\": \"New Agent\", \"description\": \"Agent description\", \"public\": False}}\n }\n }\n },\n status.HTTP_400_BAD_REQUEST: {\n \"description\": \"Bad request\"\n }\n }\n)\ndef create_agent(\n agent_data: AgentCreate,\n user: ProtectedUser = Depends(verify_credentials), \n db: Session = Depends(get_db)\n):\n agent_repo = AgentRepo(db=db, user_id=user.id)\n try:\n agent = agent_repo.create(\n name=agent_data.name,\n description=agent_data.description,\n settings_id=agent_data.settings_id,\n public=agent_data.public\n )\n return JSONResponse(\n content={\"agent\": agent.to_dict()},", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/__init__.py", + "path": "backend/src/routes/v0/agent/__init__.py", + "sha": "28ec8b6998f357a0d0af22fe844a3e0b86d80f0d", + "size": 7053, + "type": "github_file", + "start_index": 1536, + "chunk": 2 + } + }, + "d975bfd9-bb79-4a15-8780-0b18cfe8b3b5": { + "id": "d975bfd9-bb79-4a15-8780-0b18cfe8b3b5", + "vector": [ + -0.029961640015244484, + 0.006301659159362316, + -0.020387720316648483, + -0.002182572614401579, + 0.0012414779048413038, + 0.042922861874103546, + 0.0019157426431775093, + 0.029961640015244484, + 0.00446420768275857, + 0.0047677867114543915, + 0.023570505902171135, + -0.011516825295984745, + -0.004697483964264393, + -0.03348954766988754, + -0.014431182295084, + -0.023787803947925568, + -0.05905408784747124, + 0.0020723254419863224, + -0.0023008084390312433, + -0.010053255595266819, + -0.006432677153497934, + -0.043587539345026016, + 0.02400510199368, + -0.0006830525235272944, + 0.01919896900653839, + -0.029961640015244484, + 0.010551763698458672, + 0.029194703325629234, + 0.0377843901515007, + 0.02743075042963028, + 0.00905623845756054, + 0.012526623904705048, + 0.03617382422089577, + 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+ -0.02651042677462101, + -0.012584144249558449, + 0.0012726347194984555, + -0.0005740037886425853, + 0.01884106546640396, + -0.012501060031354427, + -0.01307626161724329, + 0.016041748225688934, + -0.004064761567860842, + 0.020183203741908073, + -0.006800167262554169, + 0.00864720530807972, + -0.03417978808283806, + 0.012417974881827831, + 0.007861095480620861, + -0.00396569911390543, + -0.00528546841815114, + -0.0033936926629394293, + -0.0077588376589119434, + 0.004579247906804085 + ], + "text": ")\n return JSONResponse(\n content={\"agent\": agent.to_dict()},\n status_code=status.HTTP_201_CREATED\n )\n \n except ValueError as e:\n return JSONResponse(\n content={\"error\": str(e)},\n status_code=status.HTTP_409_CONFLICT\n )\n except Exception as e:\n return JSONResponse(\n content={\"error\": str(e)},\n status_code=status.HTTP_400_BAD_REQUEST\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/__init__.py", + "path": 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\"description\": \"Agent retrieved successfully.\",\n \"content\": {\n \"application/json\": {\n \"example\": {\"agent\": {\"id\": \"123\", \"name\": \"Agent Name\", \"description\": \"Agent description\", \"public\": True}}\n }\n }\n },\n status.HTTP_404_NOT_FOUND: {\n \"description\": \"Agent not found\"\n }\n }\n)\ndef get_agent(\n agent_id: str = Path(..., description=\"The ID of the agent to retrieve\"),\n user: ProtectedUser = Depends(verify_credentials), \n db: Session = Depends(get_db)\n):\n agent_repo = AgentRepo(db=db, user_id=user.id)\n \n agent = agent_repo.get_by_id(agent_id=agent_id)\n \n if not agent:\n return JSONResponse(\n content={\"error\": \"Agent not found\"},\n status_code=status.HTTP_404_NOT_FOUND\n )\n \n return JSONResponse(", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/__init__.py", + "path": "backend/src/routes/v0/agent/__init__.py", + "sha": "28ec8b6998f357a0d0af22fe844a3e0b86d80f0d", + "size": 7053, + "type": "github_file", + "start_index": 2894, + "chunk": 4 + } + }, + "c56b96bc-be0d-4544-89be-5aa4bdcd48b6": { + "id": "c56b96bc-be0d-4544-89be-5aa4bdcd48b6", + "vector": [ + -0.03001389652490616, + -0.008993223309516907, + -0.012453091330826283, + 0.01298818551003933, + -0.011109276674687862, + -0.005694492254406214, + -0.00934589933604002, + 0.03259207680821419, + 0.01248957496136427, + -0.0007874391158111393, + -0.006579221226274967, + -0.007637247443199158, + 0.004496611654758453, + -0.01634468324482441, + -0.003283530008047819, + -0.02057678811252117, + -0.0593467652797699, + 0.017536481842398643, + 0.002122133271768689, + -0.002591860480606556, + -0.0017724981298670173, + -0.023690059781074524, + 0.03782140091061592, + 0.009996525011956692, + 0.016624391078948975, + -0.032397497445344925, + -0.010610666126012802, + 0.03716469556093216, + 0.0029916607309132814, + -0.0026663478929549456, + 0.018387768417596817, + 0.0006506253848783672, + 0.018047252669930458, + 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0.005876536015421152, + -0.01008429005742073 + ], + "text": "@router.put(\n \"/agents/{agent_id}\", \n tags=[TAG],\n responses={\n status.HTTP_200_OK: {\n \"description\": \"Agent updated successfully.\",\n \"content\": {\n \"application/json\": {\n \"example\": {\"agent\": {\"id\": \"123\", \"name\": \"Updated Agent\", \"description\": \"Updated description\", \"public\": True}}\n }\n }\n },\n status.HTTP_404_NOT_FOUND: {\n \"description\": \"Agent not found\"\n },\n status.HTTP_400_BAD_REQUEST: {\n \"description\": \"Bad request\"\n }\n }\n)\ndef update_agent(\n agent_id: str = Path(..., description=\"The ID of the agent to update\"),\n agent_data: AgentUpdate = None,\n user: ProtectedUser = Depends(verify_credentials), \n db: Session = Depends(get_db)\n):\n agent_repo = AgentRepo(db=db, user_id=user.id)\n \n # Convert Pydantic model to dict and remove None values", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/__init__.py", + "path": "backend/src/routes/v0/agent/__init__.py", + "sha": "28ec8b6998f357a0d0af22fe844a3e0b86d80f0d", + "size": 7053, + "type": "github_file", + "start_index": 3968, + "chunk": 6 + } + }, + "19b1a8b9-eb08-4368-82f8-c74e3f95fbee": { + "id": "19b1a8b9-eb08-4368-82f8-c74e3f95fbee", + "vector": [ + -0.020049644634127617, + 0.02309926599264145, + -0.02110944129526615, + 0.010835891589522362, + -0.0010327621130272746, + 0.013258286751806736, + -0.01179836131632328, + 0.007115785498172045, + 0.01162533275783062, + 0.024375349283218384, + 0.017486663535237312, + -0.028138713911175728, + 0.016675593331456184, + -0.01453437004238367, + -0.004533879924565554, + 0.02366160787642002, + -0.04152677208185196, + 0.018373433500528336, + -0.012101160362362862, + -0.02623540349304676, + 0.007910633459687233, + -0.03689826652407646, + 0.048361387103796005, + 0.02351020835340023, + 0.04405730962753296, + 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"backend/src/routes/v0/agent/__init__.py", + "sha": "28ec8b6998f357a0d0af22fe844a3e0b86d80f0d", + "size": 7053, + "type": "github_file", + "start_index": 4843, + "chunk": 7 + } + }, + "e0a0b41a-a8a6-4a21-85aa-7cdd42389ad9": { + "id": "e0a0b41a-a8a6-4a21-85aa-7cdd42389ad9", + "vector": [ + -0.02164013311266899, + -0.022779086604714394, + -0.020263032987713814, + 0.0005908325547352433, + 0.006978684104979038, + 0.034189339727163315, + 0.014578616246581078, + -0.005751719698309898, + -0.0016929003177210689, + 0.014361179433763027, + -0.018099021166563034, + -0.01806795783340931, + -0.002948338631540537, + -0.04193422943353653, + 0.0002895921061281115, + 0.02137092500925064, + -0.05694771930575371, + 0.010188465006649494, + 0.0032744938507676125, + -0.03321605175733566, + 0.008526626974344254, + -0.0052547212690114975, + 0.03149726614356041, + -0.019807452335953712, + 0.023731667548418045, + -0.0052391900680959225, + 0.012518144212663174, + 0.013677806593477726, + 0.008635344915091991, + 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status.HTTP_204_NO_CONTENT: {\n \"description\": \"Agent deleted successfully.\"\n },\n status.HTTP_404_NOT_FOUND: {\n \"description\": \"Agent not found\"\n }\n }\n)\ndef delete_agent(\n agent_id: str = Path(..., description=\"The ID of the agent to delete\"),\n user: ProtectedUser = Depends(verify_credentials), \n db: Session = Depends(get_db)\n):\n agent_repo = AgentRepo(db=db, user_id=user.id)\n \n try:\n success = agent_repo.delete(agent_id=agent_id)\n if not success:\n return JSONResponse(\n content={\"error\": \"Agent not found\"},\n status_code=status.HTTP_404_NOT_FOUND\n )\n \n return Response(status_code=status.HTTP_204_NO_CONTENT)\n except Exception as e:\n return JSONResponse(\n content={\"error\": str(e)},\n status_code=status.HTTP_400_BAD_REQUEST\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/__init__.py", + "path": "backend/src/routes/v0/agent/__init__.py", + "sha": 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Revisions\n################################################################################\nfrom .thread import router as thread_router\nfrom .revision import router as revision_router", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/__init__.py", + "path": "backend/src/routes/v0/agent/__init__.py", + "sha": "28ec8b6998f357a0d0af22fe844a3e0b86d80f0d", + "size": 7053, + "type": "github_file", + "start_index": 6642, + "chunk": 9 + } + }, + "053c83f7-aadf-4728-97ab-7470dc98a20b": { + "id": "053c83f7-aadf-4728-97ab-7470dc98a20b", + "vector": [ + -0.00021736511553172022, + -0.0047746640630066395, + -0.02276027202606201, + 0.012586805038154125, + -0.0010913765290752053, + 0.04000038281083107, + -0.018932219594717026, + 0.033398374915122986, + -0.02438303455710411, + 0.0522335059940815, + -0.0010844416683539748, + 0.048460934311151505, + 0.0004124085826333612, + -0.04682430252432823, + 0.0233150627464056, + 0.013474470004439354, + 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Optional[str] = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/revision.py", + "path": "backend/src/routes/v0/agent/revision.py", + "sha": "b1482cac35c86030f070a07a2fd5e462132c10ae", + "size": 8031, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "e744ea22-c099-4798-80c6-ded4ddc634a9": { + "id": "e744ea22-c099-4798-80c6-ded4ddc634a9", + "vector": [ + -0.011258740909397602, + 0.01995839923620224, + -0.025443898513913155, + 0.025039833039045334, + 0.0003158676845487207, + 0.004300851374864578, + 0.01448514498770237, + 0.013028059154748917, + 0.0006030375370755792, + 0.033843569457530975, + 0.021146107465028763, + -0.0058467090129852295, + 0.0385209359228611, + -0.02897028997540474, + 0.03460272401571274, + 0.05926297977566719, + -0.03560676425695419, + -0.01179137360304594, + -0.0028942739591002464, + -0.02259095013141632, + -0.0035141475964337587, + 0.01420352328568697, + 0.01921148970723152, + 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+ 0.004049840848892927, + 0.0003449481737334281, + 0.005571209825575352, + 0.0023432753514498472 + ], + "text": "################################################################################\n### Revisions\n################################################################################\n@router.get(\n \"/agents/{agent_id}/v\", \n tags=[TAG],\n responses={\n status.HTTP_200_OK: {\n \"description\": \"All revisions for an agent.\",\n \"content\": {\n \"application/json\": {\n \"example\": {\"revisions\": [{\"id\": \"123\", \"revision_number\": 1, \"name\": \"Initial version\"}]}\n }\n }\n },\n status.HTTP_404_NOT_FOUND: {\n \"description\": \"Agent not found\"\n }\n }\n)\ndef list_agent_revisions(\n agent_id: str = Path(..., description=\"The ID of the agent\"),\n user: ProtectedUser = Depends(verify_credentials), \n db: Session = Depends(get_db)\n):\n # First verify agent exists\n agent_repo = AgentRepo(db=db, user_id=user.id)\n agent = agent_repo.get_by_id(agent_id=agent_id)\n \n if not agent:", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/revision.py", + "path": "backend/src/routes/v0/agent/revision.py", + "sha": "b1482cac35c86030f070a07a2fd5e462132c10ae", + "size": 8031, + "type": "github_file", + "start_index": 582, + "chunk": 1 + } + }, + "30e2cc24-f0a0-4e05-92e8-ef07f8413578": { + "id": "30e2cc24-f0a0-4e05-92e8-ef07f8413578", + "vector": [ + -0.021023612469434738, + 0.02021549828350544, + -0.022362053394317627, + -0.0008696704753674567, + -0.021112000569701195, + -0.017841661348938942, + -0.0008167957421392202, + 0.015278421342372894, + 0.013876846991479397, + 0.03745107352733612, + 0.03421861305832863, + -0.03573383018374443, + 0.04020371288061142, + 0.010821162723004818, + 0.036289408802986145, + 0.05222442373633385, + -0.03048108145594597, + -0.0045046089217066765, + -0.009280693717300892, + -0.022336799651384354, + -0.0016556883929297328, + 0.0062534199096262455, + 0.05419420078396797, + 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\"description\": \"Agent not found\"\n },\n status.HTTP_400_BAD_REQUEST: {\n \"description\": \"Bad request\"\n }\n }\n)\ndef create_agent_revision(\n revision_data: RevisionCreate,\n agent_id: str = Path(..., description=\"The ID of the agent\"),\n user: ProtectedUser = Depends(verify_credentials), \n db: Session = Depends(get_db)\n):\n revision_repo = RevisionRepo(db=db, user_id=user.id)\n \n try:\n revision = revision_repo.create(\n agent_id=agent_id,\n settings_id=revision_data.settings_id,", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/revision.py", + "path": "backend/src/routes/v0/agent/revision.py", + "sha": "b1482cac35c86030f070a07a2fd5e462132c10ae", + "size": 8031, + "type": "github_file", + "start_index": 2003, + "chunk": 3 + } + }, + "b321f1af-d224-458b-b0d0-6716bbc06d74": { + "id": "b321f1af-d224-458b-b0d0-6716bbc06d74", + "vector": [ + -0.013532424345612526, + 0.023728257045149803, + -0.01859312877058983, + 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content={\"error\": str(e)},\n status_code=status.HTTP_400_BAD_REQUEST\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/revision.py", + "path": "backend/src/routes/v0/agent/revision.py", + "sha": "b1482cac35c86030f070a07a2fd5e462132c10ae", + "size": 8031, + "type": "github_file", + "start_index": 2924, + "chunk": 4 + } + }, + "861e143c-f954-46ad-bf89-13336fe4e485": { + "id": "861e143c-f954-46ad-bf89-13336fe4e485", + "vector": [ + -0.007090669125318527, + 0.006988889072090387, + -0.018252534791827202, + 0.00905275996774435, + 0.002437064191326499, + 0.014475368894636631, + 0.0014121966669335961, + 0.009075378067791462, + -0.01973399892449379, + -0.006089833099395037, + -0.005419781897217035, + -0.002702822908759117, + 0.03467303141951561, + -0.0292221512645483, + 0.03171010687947273, + 0.04867342859506607, + -0.04005606099963188, + 0.005448054056614637, + -0.016386570408940315, + -0.017890650779008865, + 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-0.011749928817152977, + -0.002256121952086687, + -0.012993905693292618, + 0.015312226489186287, + 0.001962091075256467, + 0.01068123895674944, + -0.003904391545802355, + 0.009703020565211773 + ], + "text": "@router.get(\n \"/agents/{agent_id}/v/{revision_number}\", \n tags=[TAG],\n responses={\n status.HTTP_200_OK: {\n \"description\": \"Revision retrieved successfully.\",\n \"content\": {\n \"application/json\": {\n \"example\": {\"revision\": {\"id\": \"123\", \"revision_number\": 1, \"name\": \"Initial version\"}}\n }\n }\n },\n status.HTTP_404_NOT_FOUND: {\n \"description\": \"Revision not found\"\n }\n }\n)\ndef get_agent_revision(\n agent_id: str = Path(..., description=\"The ID of the agent\"),\n revision_number: int = Path(..., description=\"The revision number to retrieve\"),\n user: ProtectedUser = Depends(verify_credentials), \n db: Session = Depends(get_db)\n):\n revision_repo = RevisionRepo(db=db, user_id=user.id)\n \n revision = revision_repo.get_by_revision_number(agent_id=agent_id, revision_number=revision_number)\n \n if not revision:\n return JSONResponse(", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/revision.py", + "path": "backend/src/routes/v0/agent/revision.py", + "sha": "b1482cac35c86030f070a07a2fd5e462132c10ae", + "size": 8031, + "type": "github_file", + "start_index": 3555, + "chunk": 5 + } + }, + "11169a1b-bc0a-42ca-b945-76fb0b3e268f": { + "id": "11169a1b-bc0a-42ca-b945-76fb0b3e268f", + "vector": [ + -0.01008988730609417, + 0.016073092818260193, + -0.018137840554118156, + 0.025780830532312393, + -0.008173435926437378, + -0.00749469269067049, + -0.017099764198064804, + 0.027697281911969185, + -0.008047954179346561, + -0.027788542211055756, + 0.0438045971095562, + 0.008926327340304852, + 0.0072608403861522675, + -0.016403909772634506, + 0.049782101064920425, + 0.013745973818004131, + -0.016335465013980865, + 0.014270716346800327, + 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0.017943914979696274 + ], + "text": "if not revision:\n return JSONResponse(\n content={\"error\": \"Revision not found\"},\n status_code=status.HTTP_404_NOT_FOUND\n )\n \n return JSONResponse(\n content={\"revision\": revision.to_dict()},\n status_code=status.HTTP_200_OK\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/revision.py", + "path": "backend/src/routes/v0/agent/revision.py", + "sha": "b1482cac35c86030f070a07a2fd5e462132c10ae", + "size": 8031, + "type": "github_file", + "start_index": 4500, + "chunk": 6 + } + }, + "96fab2b5-ca1d-48bd-9a96-6d233e6a07fe": { + "id": "96fab2b5-ca1d-48bd-9a96-6d233e6a07fe", + "vector": [ + -0.001973570790141821, + 0.022702587768435478, + -0.015591353178024292, + 0.02032444253563881, + -0.008549722842872143, + 0.03320122882723808, + -0.0019692203495651484, + 0.007830479182302952, + 0.004999905824661255, + 0.015104123391211033, + 0.004596780985593796, + 0.011699315160512924, + 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+ 0.009083355776965618, + -8.628027717350051e-05, + 0.009332770481705666, + 0.024315087124705315, + -0.0051420144736766815, + -0.0014500886900350451, + 0.0310899019241333, + -0.0005318199982866645, + -0.008016089908778667, + -0.023329026997089386, + -0.0030277851037681103, + -0.01416446641087532, + 0.006757413037121296, + 7.948298298288137e-05, + 0.013352416455745697, + -0.0017792588332667947, + 0.017424264922738075, + -0.0036223214119672775, + 0.001091191777959466 + ], + "text": "@router.put(\n \"/agents/{agent_id}/v/{revision_number}\", \n tags=[TAG],\n responses={\n status.HTTP_200_OK: {\n \"description\": \"Agent updated to use specified revision.\",\n \"content\": {\n \"application/json\": {\n \"example\": {\"agent\": {\"id\": \"123\", \"name\": \"Agent Name\", \"revision_number\": 1}}\n }\n }\n },\n status.HTTP_404_NOT_FOUND: {\n \"description\": \"Agent or revision not found\"\n },\n status.HTTP_400_BAD_REQUEST: {\n \"description\": \"Bad request\"\n }\n }\n)\ndef set_active_revision(\n agent_id: str = Path(..., description=\"The ID of the agent\"),\n revision_number: int = Path(..., description=\"The revision number to set as active\"),\n user: ProtectedUser = Depends(verify_credentials), \n db: Session = Depends(get_db)\n):\n revision_repo = RevisionRepo(db=db, user_id=user.id)\n \n try:", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/revision.py", + "path": "backend/src/routes/v0/agent/revision.py", + "sha": "b1482cac35c86030f070a07a2fd5e462132c10ae", + "size": 8031, + "type": "github_file", + "start_index": 4785, + "chunk": 7 + } + }, + "d8dce457-cba9-4bea-be24-72821c3386a9": { + "id": "d8dce457-cba9-4bea-be24-72821c3386a9", + "vector": [ + -0.021717293187975883, + 0.030295364558696747, + -0.02061587944626808, + -0.0025332521181553602, + -0.01880178414285183, + 0.02596745453774929, + -0.0003636285837274045, + 0.026874501258134842, + 0.013262320309877396, + 0.01010061427950859, + 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status_code=status.HTTP_404_NOT_FOUND\n )\n except Exception as e:\n return JSONResponse(\n content={\"error\": str(e)},\n status_code=status.HTTP_400_BAD_REQUEST\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/revision.py", + "path": "backend/src/routes/v0/agent/revision.py", + "sha": "b1482cac35c86030f070a07a2fd5e462132c10ae", + "size": 8031, + "type": "github_file", + "start_index": 5658, + "chunk": 8 + } + }, + "73b653c4-0995-418c-aea5-d272bf18615d": { + "id": "73b653c4-0995-418c-aea5-d272bf18615d", + "vector": [ + -0.008907098323106766, + -0.006561705842614174, + -0.01943170838057995, + 0.018223965540528297, + 0.0006470046937465668, + 0.024456776678562164, + 0.004138133954256773, + 0.0009179378976114094, + -0.010357466526329517, + -0.00098668213468045, + -0.0060441019013524055, + -0.0028926501981914043, + 0.004000645596534014, + -0.042616043239831924, + 0.008761521428823471, + 0.05046636611223221, + 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-0.010131015442311764, + 0.006933733355253935, + -0.0005994903040118515, + 0.011451982893049717, + -0.02131880447268486, + 0.0002015149948420003 + ], + "text": "@router.delete(\n \"/agents/{agent_id}/v/{revision_number}\", \n tags=[TAG],\n responses={\n status.HTTP_204_NO_CONTENT: {\n \"description\": \"Revision deleted successfully.\"\n },\n status.HTTP_404_NOT_FOUND: {\n \"description\": \"Revision not found\"\n },\n status.HTTP_400_BAD_REQUEST: {\n \"description\": \"Cannot delete active revision\"\n }\n }\n)\ndef delete_agent_revision(\n agent_id: str = Path(..., description=\"The ID of the agent\"),\n revision_number: int = Path(..., description=\"The revision number to delete\"),\n user: ProtectedUser = Depends(verify_credentials), \n db: Session = Depends(get_db)\n):\n revision_repo = RevisionRepo(db=db, user_id=user.id)\n \n try:\n # First get the revision ID by revision number\n revision = revision_repo.get_by_revision_number(agent_id=agent_id, revision_number=revision_number)\n if not revision:\n return JSONResponse(", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/revision.py", + "path": "backend/src/routes/v0/agent/revision.py", + "sha": "b1482cac35c86030f070a07a2fd5e462132c10ae", + "size": 8031, + "type": "github_file", + "start_index": 6287, + "chunk": 9 + } + }, + "144581e6-4646-42d5-a500-e991729a368c": { + "id": "144581e6-4646-42d5-a500-e991729a368c", + "vector": [ + -0.019486747682094574, + -0.0035703459288924932, + -0.016004370525479317, + 0.025043988600373268, + -0.011812171898782253, + -0.005445004906505346, + -0.01661105640232563, + 0.022180432453751564, + -0.00026807928225025535, + -0.035284847021102905, + 0.03200874105095863, + -0.009810109622776508, + -0.013771767728030682, + -0.025820547714829445, + 0.02919371984899044, + 0.024849850684404373, + -0.04280775040388107, + -0.012024512514472008, + -0.006388401612639427, + -0.021780019626021385, + 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+ 0.00809925515204668 + ], + "text": "if not revision:\n return JSONResponse(\n content={\"error\": \"Revision not found\"},\n status_code=status.HTTP_404_NOT_FOUND\n )\n \n success = revision_repo.delete(revision_id=revision.id)\n if not success:\n return JSONResponse(\n content={\"error\": \"Revision not found\"},\n status_code=status.HTTP_404_NOT_FOUND\n )\n \n return Response(status_code=status.HTTP_204_NO_CONTENT)\n except ValueError as e:\n return JSONResponse(\n content={\"error\": str(e)},\n status_code=status.HTTP_400_BAD_REQUEST\n )\n except Exception as e:\n return JSONResponse(\n content={\"error\": str(e)},\n status_code=status.HTTP_400_BAD_REQUEST\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/revision.py", + "path": "backend/src/routes/v0/agent/revision.py", + "sha": "b1482cac35c86030f070a07a2fd5e462132c10ae", + "size": 8031, + "type": "github_file", + "start_index": 7214, + "chunk": 10 + } + }, + 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src.controllers.agent import AgentController\nfrom src.entities import Answer, AgentThread, Threads\nfrom src.utils.auth import verify_credentials\nfrom src.services.db import get_async_db, get_db\nfrom src.utils.agent import Agent\nfrom src.models import ProtectedUser\nfrom src.utils.logger import logger\n\nTAG = \"Agent\"\nrouter = APIRouter(tags=[TAG])", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/thread.py", + "path": "backend/src/routes/v0/agent/thread.py", + "sha": "3534fd731e8fbd5480275fc670814177362415e8", + "size": 5422, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "875889d3-4906-4fdd-8f87-1c0b5d991ca6": { + "id": "875889d3-4906-4fdd-8f87-1c0b5d991ca6", + "vector": [ + -0.0031037861481308937, + -0.00798538327217102, + -0.02294025756418705, + 0.006000850349664688, + 0.016478711739182472, + 0.02361358143389225, + 0.02356633171439171, + 0.02445228397846222, + 0.01271046232432127, + 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\"description\": \"All existing threads.\",\n \"content\": {\n \"application/json\": {\n \"example\": Threads.model_json_schema()['examples']['threads']\n }\n }\n }\n }\n)\nasync def list_agent_threads(\n agent_id: str,\n user: ProtectedUser = Depends(verify_credentials),\n page: Optional[int] = Query(1, description=\"Page number\", ge=1),\n per_page: Optional[int] = Query(10, description=\"Items per page\", ge=1, le=100),\n db: AsyncSession = Depends(get_async_db)\n):\n try: \n user_repo = UserRepo(db, user.id)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/thread.py", + "path": "backend/src/routes/v0/agent/thread.py", + "sha": "3534fd731e8fbd5480275fc670814177362415e8", + "size": 5422, + "type": "github_file", + "start_index": 647, + "chunk": 1 + } + }, + "896d732c-b467-40b9-a9e2-12638b0f1381": { + "id": "896d732c-b467-40b9-a9e2-12638b0f1381", + "vector": [ + -0.0037794101517647505, + 0.005417452193796635, + 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-0.015201031230390072, + -0.020609548315405846, + 0.007600515615195036, + -0.005643799901008606, + -0.003520301543176174, + 0.026280153542757034, + -0.019084680825471878, + -0.017952943220734596, + 0.0022753896191716194, + 0.006653429474681616, + 0.02270624227821827, + -0.0031599323265254498, + 0.017833812162280083, + -0.001259803306311369, + 0.007219298742711544, + 0.013699988834559917, + 0.006331777665764093, + 0.01927528902888298, + -0.00988781824707985, + 0.005983321461826563, + 0.014271815307438374 + ], + "text": "):\n try: \n user_repo = UserRepo(db, user.id)\n agent = Agent(config={\"user_id\": user.id, \"agent_id\": agent_id}, user_repo=user_repo)\n threads = await agent.list_async_threads(page=page, per_page=per_page)\n \n return JSONResponse(\n content={\n 'threads': threads,\n 'next_page': page + 1,\n 'total': len(threads),\n 'page': page,\n 'per_page': per_page\n },\n status_code=status.HTTP_200_OK\n )\n \n except Exception as e:\n logger.error(f\"Error listing threads: {e}\")\n raise e", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/thread.py", + "path": "backend/src/routes/v0/agent/thread.py", + "sha": "3534fd731e8fbd5480275fc670814177362415e8", + "size": 5422, + "type": "github_file", + "start_index": 1523, + "chunk": 2 + } + }, + "eaba1b74-baa1-4e33-a907-265e092fb2ad": { + "id": "eaba1b74-baa1-4e33-a907-265e092fb2ad", + "vector": [ + 0.0017541825072839856, + -0.0442543551325798, + -0.02382424660027027, + 0.012205846607685089, + 0.008876979351043701, + 0.01321103423833847, + 0.012186265550553799, + 0.0510687418282032, + -0.00021356152137741446, + 0.05373183637857437, + 0.04665635898709297, + 0.008524511009454727, + 0.005166271701455116, + -0.003893469227477908, + 0.006794805638492107, + 0.04736129567027092, + -0.04331443831324577, + 0.00456576980650425, + 0.012473461218178272, + -0.03250541165471077, + 0.01580885611474514, + 0.018889689818024635, + 0.015652203932404518, + 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Thread\n################################################################################\n@router.post(\n \"/agents/{agent_id}/threads\", \n name=\"Query New Agent Thread\",\n responses={\n status.HTTP_200_OK: {\n \"description\": \"Latest message from new thread.\",\n \"content\": {\n \"application/json\": {\n \"example\": Answer.model_json_schema()['examples']['new_thread']\n },\n \"text/event-stream\": {\n \"description\": \"Server-sent events stream\",\n \"schema\": {\n \"type\": \"string\",\n \"format\": \"binary\",\n \"example\": 'data: {\"thread_id\": \"e208fbc9-92cd-4f50-9286-6eab533693c4\", \"event\": \"ai_chunk\", \"content\": [{\"text\": \"Hello\", \"type\": \"text\", \"index\": 0}]}\\n\\n'\n }\n }\n }", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/thread.py", + "path": "backend/src/routes/v0/agent/thread.py", + "sha": "3534fd731e8fbd5480275fc670814177362415e8", + "size": 5422, + "type": "github_file", + 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-0.006029631942510605, + -0.03397270664572716, + 0.008794168010354042, + -0.008329594507813454, + -0.009500841610133648, + 0.008179099299013615, + -0.0038245469331741333, + -0.0008612591773271561, + 0.007825762033462524, + 0.03528136387467384, + -0.0009659516508691013, + -0.014094224199652672, + -0.0056075905449688435, + -0.014617686159908772, + 0.010619742795825005, + 0.018766125664114952, + 0.013649281114339828, + -0.008453916758298874, + -0.0168947484344244, + -0.000871074094902724, + -0.005362217780202627, + -0.00473406258970499, + -0.0057220980525016785, + 0.009657880291342735, + 0.0006355160148814321, + 0.021579734981060028, + 0.006127781234681606, + 0.008748364634811878, + 0.015573005191981792, + 0.01464385911822319, + 0.002581323729828, + -0.01253692340105772 + ], + "text": "}\n }\n }\n }\n }\n)\nasync def agent_new_thread(\n request: Request,\n agent_id: str,\n body: Annotated[AgentThread, Body()],\n user: ProtectedUser = Depends(verify_credentials),\n db: AsyncSession = Depends(get_async_db)\n):\n try:\n controller = AgentController(db=db, user_id=user.id, agent_id=agent_id)\n return await controller.async_agent_thread(request=request, query=body.query)\n except Exception as e:\n return JSONResponse(\n content={\"error\": str(e)},\n status_code=status.HTTP_500_INTERNAL_SERVER_ERROR\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/thread.py", + "path": "backend/src/routes/v0/agent/thread.py", + "sha": "3534fd731e8fbd5480275fc670814177362415e8", + "size": 5422, + "type": "github_file", + "start_index": 3173, + "chunk": 4 + } + }, + "7e6ebe16-d4e0-4502-9af2-2e3c53d99750": { + "id": "7e6ebe16-d4e0-4502-9af2-2e3c53d99750", + "vector": [ + -0.0006739706732332706, + -0.0278411153703928, + -0.02117493376135826, + 0.00860721804201603, + -0.007267446257174015, + 0.021854622289538383, + 0.02412896603345871, + 0.04122576490044594, + -0.010378330945968628, + 0.04112119600176811, + 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{\"thread_id\": \"e208fbc9-92cd-4f50-9286-6eab533693c4\", \"event\": \"ai_chunk\", \"content\": [{\"text\": \"Hello\", \"type\": \"text\", \"index\": 0}]}\\n\\n'\n }", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/thread.py", + "path": "backend/src/routes/v0/agent/thread.py", + "sha": "3534fd731e8fbd5480275fc670814177362415e8", + "size": 5422, + "type": "github_file", + "start_index": 3782, + "chunk": 5 + } + }, + "9a79b5b7-b66a-49ae-83cf-16ab3901af41": { + "id": "9a79b5b7-b66a-49ae-83cf-16ab3901af41", + "vector": [ + -0.0039491550996899605, + -0.023603089153766632, + -0.020139379426836967, + -0.012916754931211472, + 0.0063370163552463055, + 0.01565229892730713, + -0.019444013014435768, + 0.027368562296032906, + -0.0029963066335767508, + 0.022487878799438477, + 0.03951779007911682, + 0.004454279318451881, + 0.0025945031084120274, + 0.0025961429346352816, + 0.008305033668875694, + 0.052795346826314926, + 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-0.005677730310708284, + 0.0019073368748649955, + 0.0055432491935789585, + -0.014091004617512226, + 0.019640814512968063, + -0.0066879792138934135, + 0.016373904421925545, + 0.0008368174312636256, + 0.0033685897942632437, + 0.014077885076403618, + 0.018473124131560326, + -0.0020270580425858498, + 0.0031389878131449223 + ], + "text": "}\n }\n }\n }\n }\n)\nasync def agent_existing_thread(\n request: Request,\n agent_id: str,\n thread_id: str, \n body: Annotated[AgentThread, Body()],\n user: ProtectedUser = Depends(verify_credentials),\n db: AsyncSession = Depends(get_async_db)\n):\n try:\n controller = AgentController(db=db, user_id=user.id, agent_id=agent_id)\n return await controller.async_agent_thread(request=request, query=body.query, thread_id=thread_id)\n except Exception as e:\n return JSONResponse(\n content={\"error\": str(e)},\n status_code=status.HTTP_500_INTERNAL_SERVER_ERROR\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/agent/thread.py", + "path": "backend/src/routes/v0/agent/thread.py", + "sha": "3534fd731e8fbd5480275fc670814177362415e8", + "size": 5422, + "type": "github_file", + "start_index": 4768, + "chunk": 6 + } + }, + "7704a155-4444-494a-a05c-1e7650bb9a23": { + "id": "7704a155-4444-494a-a05c-1e7650bb9a23", + "vector": [ + -0.009853029623627663, + -0.011284873820841312, + -0.019524045288562775, + 0.00606410251930356, + -0.0010890510166063905, + -0.02131991647183895, + -0.016939444467425346, + 0.014318441972136497, + -0.015895897522568703, + 0.022339195013046265, + 0.016150716692209244, + 0.0235768910497427, + -0.025142213329672813, + -0.026210028678178787, + 0.012334488332271576, + -0.007250227965414524, + -0.03256838768720627, + 0.0244262907654047, + 0.002162934048101306, + -0.01484021544456482, + 0.0178495142608881, + 0.024838855490088463, + 0.004932581912726164, + 0.0020431082230061293, + 0.03426718711853027, + 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0.03222862631082535, + 0.0027878491673618555, + 0.004884044639766216, + 0.018723182380199432 + ], + "text": "from typing import Annotated, Literal\nfrom fastapi import Body, HTTPException, Request, status, Depends, APIRouter\nfrom fastapi.responses import JSONResponse, UJSONResponse\nfrom sqlalchemy import text\nfrom sqlalchemy.orm import Session\nfrom sqlalchemy.ext.asyncio import AsyncSession\nfrom sqlalchemy.future import select\nfrom pydantic import BaseModel, EmailStr\nfrom jose import JWTError, jwt\nfrom datetime import datetime, timedelta\n\nfrom src.services.airtable import AirtableService\nfrom src.services.oauth import OAuthService\nfrom src.services.db import get_db\nfrom src.utils.auth import verify_credentials\nfrom src.utils.logger import logger\nfrom src.models import ProtectedUser, User\nfrom src.constants import JWT_SECRET_KEY, JWT_ALGORITHM, JWT_TOKEN_EXPIRE_MINUTES\nfrom src.entities.auth import UserCreate, UserLogin, UserResponse, TokenResponse\n\nrouter = APIRouter(tags=[\"Auth\"])", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/auth.py", + "path": "backend/src/routes/v0/auth.py", + "sha": "b2270a0afc05872df6ad96a28605fc4253b2b940", + "size": 8401, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "d0d7ce52-eaae-46b3-acc2-9f9886867453": { + "id": "d0d7ce52-eaae-46b3-acc2-9f9886867453", + "vector": [ + -0.032613400369882584, + -0.0006444185273721814, + -0.01706632971763611, + -0.006958200596272945, + -0.006654349155724049, + -0.011992008425295353, + 0.0008729401743039489, + -0.004909734707325697, + -0.01141468994319439, + 0.02898743934929371, + -0.011759054847061634, + 0.0019054025178775191, + -0.017380308359861374, + -0.03553037345409393, + 0.02368016541004181, + 0.025989435613155365, + 0.0023067397996783257, + 0.010027101263403893, + 0.04079713672399521, + -0.03224878013134003, + -0.025057625025510788, + -0.04010840505361557, + 0.004319756291806698, + 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0.017876598984003067 + ], + "text": "router = APIRouter(tags=[\"Auth\"])\n\ndef create_access_token(user: User, expires_delta: timedelta | None = None):\n if expires_delta:\n expire = datetime.utcnow() + expires_delta\n else:\n expire = datetime.utcnow() + timedelta(minutes=JWT_TOKEN_EXPIRE_MINUTES)\n \n # Create JWT payload with user data\n to_encode = {\n \"user\": {\n \"sub\": user.email,\n \"user_id\": str(user.id),\n \"username\": user.username,\n \"email\": user.email,\n \"name\": user.name\n },\n \"exp\": expire\n }\n \n return jwt.encode(to_encode, JWT_SECRET_KEY, algorithm=JWT_ALGORITHM)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/auth.py", + "path": "backend/src/routes/v0/auth.py", + "sha": "b2270a0afc05872df6ad96a28605fc4253b2b940", + "size": 8401, + "type": "github_file", + "start_index": 853, + "chunk": 1 + } + }, + "9ce4eaf8-2f17-4904-b84e-7150457755e7": { + "id": "9ce4eaf8-2f17-4904-b84e-7150457755e7", + 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+ 0.008400690741837025, + -0.0078100524842739105, + 0.01962735690176487, + -0.01394814532250166, + 0.006056312005966902, + -0.0005020423559471965, + -0.023280225694179535, + -0.01930023357272148, + 0.0044229705817997456, + -0.002748738741502166, + -0.0035733601544052362, + 0.0010688276961445808, + 0.01415713969618082, + -0.013430200517177582, + -0.0027033048681914806, + 0.00038164303987286985, + -0.00433437479659915, + 0.01567462459206581, + 0.005161268170922995, + -0.007523820269852877, + -0.0012585134245455265 + ], + "text": "@router.post(\n \"/auth/register\",\n include_in_schema=False,\n response_model=TokenResponse,\n status_code=status.HTTP_201_CREATED,\n responses={\n status.HTTP_201_CREATED: {\n \"description\": \"User successfully registered\",\n \"content\": {\n \"application/json\": {\n \"example\": {\n \"access_token\": \"eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9...\",\n \"token_type\": \"bearer\",\n \"user\": {\n \"id\": \"123e4567-e89b-12d3-a456-426614174000\",\n \"username\": \"johndoe\",\n \"email\": \"john@example.com\",\n \"name\": \"John Doe\"\n }\n }\n }\n }\n },\n status.HTTP_400_BAD_REQUEST: {\n \"description\": \"Username or email already exists\"\n }\n }\n)\nasync def register(", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/auth.py", + "path": "backend/src/routes/v0/auth.py", + "sha": "b2270a0afc05872df6ad96a28605fc4253b2b940", + "size": 8401, + "type": "github_file", + "start_index": 1499, + "chunk": 2 + } + }, + "469a17af-4a82-4108-a5e0-2b80e05553a6": { + "id": "469a17af-4a82-4108-a5e0-2b80e05553a6", + "vector": [ + -0.02659331075847149, + 0.03913136199116707, + -0.022336695343255997, + -0.01064153853803873, + 0.009050576016306877, + -0.0063006337732076645, + -0.016004452481865883, + 0.013918289914727211, + -0.014539924450218678, + 0.01976586878299713, + -0.013749711215496063, + 0.015456571243703365, + -0.03289394453167915, + 0.008729222230613232, + 0.015593541786074638, + 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0.0009443048620596528, + 0.005758020561188459, + 0.0043382709845900536, + -0.022652780637145042, + -0.01172676496207714, + -0.011431751772761345, + -0.0001047855694196187, + -0.0037798534613102674, + 0.007127723656594753, + 0.026319369673728943, + 0.002086163032799959, + 0.029332716017961502, + 0.0029843722004443407, + 0.004396219737827778, + 0.019502462819218636, + -0.010104193352162838, + 0.0006650961586274207, + -0.007528098300099373 + ], + "text": "\"description\": \"Username or email already exists\"\n }\n }\n)\nasync def register(\n user_data: Annotated[UserCreate, Body()],\n db: Session = Depends(get_db)\n):\n # Check if username exists\n if db.query(User).filter(User.username == user_data.username).first():\n raise HTTPException(\n status_code=status.HTTP_400_BAD_REQUEST,\n detail=\"Username already registered\"\n )\n \n # Check if email exists\n if db.query(User).filter(User.email == user_data.email).first():\n raise HTTPException(\n status_code=status.HTTP_400_BAD_REQUEST,\n detail=\"Email already registered\"\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/auth.py", + "path": "backend/src/routes/v0/auth.py", + "sha": "b2270a0afc05872df6ad96a28605fc4253b2b940", + "size": 8401, + "type": "github_file", + "start_index": 2381, + "chunk": 3 + } + }, + "b5c6b2e2-c2f3-41ea-b457-63b79382dc3b": { + "id": "b5c6b2e2-c2f3-41ea-b457-63b79382dc3b", + "vector": [ + -0.011531095020473003, + 0.0013306747423484921, + -0.008964844048023224, + -0.023255225270986557, + -0.017327869310975075, + 0.003278782358393073, + -0.01743006519973278, + 0.022221913561224937, + -0.010486426763236523, + 0.03912964463233948, + -0.009203300811350346, + -0.029932020232081413, + -0.036972176283597946, + -0.022017521783709526, + 0.031430892646312714, + -0.0061998795717954636, + -0.037676192820072174, + 0.012002331204712391, + 0.011145021766424179, + -0.033383965492248535, + 0.01254737563431263, + -0.01086114440113306, + 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\"eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9...\",\n \"token_type\": \"bearer\",\n \"user\": {\n \"id\": \"123e4567-e89b-12d3-a456-426614174000\",\n \"username\": \"johndoe\",\n \"email\": \"john@example.com\",\n \"name\": \"John Doe\"\n }\n }\n }\n }\n },\n status.HTTP_401_UNAUTHORIZED: {\n \"description\": \"Incorrect email or password\"\n }\n }\n)\ndef login(\n credentials: Annotated[UserLogin, Body()],\n db: Session = Depends(get_db)\n):", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/auth.py", + "path": "backend/src/routes/v0/auth.py", + "sha": "b2270a0afc05872df6ad96a28605fc4253b2b940", + "size": 8401, + "type": "github_file", + "start_index": 3803, + "chunk": 5 + } + }, + "98657b48-396d-44aa-9842-0efb0fe3e8b3": { + "id": "98657b48-396d-44aa-9842-0efb0fe3e8b3", + "vector": [ + -0.00694128917530179, + -0.012483803555369377, + -0.013346205465495586, + -0.016438234597444534, + -0.0031393556855618954, + -0.023390041664242744, + 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-0.021034209057688713, + 0.005495187360793352, + 0.0021205111406743526, + -0.0079246386885643, + 0.0034469810780137777, + -0.030247192829847336, + -0.007971965707838535, + -0.04391942918300629, + 0.004251539707183838, + -0.009975473396480083, + -0.0009734894847497344, + 0.02707102708518505, + 0.004666964989155531, + -0.007893087342381477, + 0.016206858679652214, + 0.011390024796128273, + 0.018615275621414185, + 0.004175290465354919, + -0.02062404155731201, + -0.004030680283904076 + ], + "text": ")\ndef login(\n credentials: Annotated[UserLogin, Body()],\n db: Session = Depends(get_db)\n):\n user = db.query(User).filter(User.email == credentials.email).first()\n \n if not user:\n raise HTTPException(\n status_code=status.HTTP_401_UNAUTHORIZED,\n detail=\"Incorrect email or password\",\n headers={\"WWW-Authenticate\": \"Basic\"},\n )\n \n if not User.verify_password(credentials.password, user.hashed_password):\n raise HTTPException(\n status_code=status.HTTP_401_UNAUTHORIZED,\n detail=\"Incorrect email or password\",\n headers={\"WWW-Authenticate\": \"Basic\"},\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/auth.py", + "path": "backend/src/routes/v0/auth.py", + "sha": "b2270a0afc05872df6ad96a28605fc4253b2b940", + "size": 8401, + "type": "github_file", + "start_index": 4663, + "chunk": 6 + } + }, + "7a5a1222-d399-45d9-9425-a191be612b5e": { + "id": "7a5a1222-d399-45d9-9425-a191be612b5e", + "vector": [ + -0.010547187179327011, + -0.004316975362598896, + -0.012650120072066784, + -0.0123357642441988, + -0.029462749138474464, + 0.013495629653334618, + -0.008297915570437908, + 0.028010206297039986, + 0.0038129219319671392, + 0.030438335612416267, + 0.013311352580785751, + -0.018828842788934708, + -0.0059944442473351955, + -0.03410220891237259, + 0.040129173547029495, + 0.003921320661902428, + -0.02894243411719799, + -0.004430794157087803, + 0.0087260901927948, + -0.0246064905077219, + 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OAuth2\n##################################################################################################################\n@router.get('/auth/{provider}', tags=[\"Auth\"], include_in_schema=False)\nasync def auth(provider: str = Literal[\"github\", \"google\", \"azure\"]):\n\ttry:\n\t\toauth_service = OAuthService(provider)\n\t\treturn await oauth_service.oauth.create_authorization_url(redirect_uri=oauth_service.oauth.server_metadata['redirect_uri'])\n\texcept Exception as e:\n\t\treturn UJSONResponse(detail=str(e), status_code=status.HTTP_400_BAD_REQUEST)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/auth.py", + "path": "backend/src/routes/v0/auth.py", + "sha": "b2270a0afc05872df6ad96a28605fc4253b2b940", + "size": 8401, + "type": "github_file", + "start_index": 5599, + "chunk": 8 + } + }, + "2705cbab-aa09-423c-b3c2-fd8f2277d951": { + "id": "2705cbab-aa09-423c-b3c2-fd8f2277d951", + "vector": [ + 0.0239766463637352, + 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OAuthService(provider)\n\t\tuser_info = oauth_service.login(code)\n \n\t\t# Check if the user_info has a status code\n\t\tstatus_code = user_info.get('status') or None\n\t\tif status_code and int(status_code) != 200:\n\t\t\traise HTTPException(status_code=int(status_code), detail=user_info.get('message'))\n \n\t\t# Check if the user already exists\n\t\texisting_user = db.execute(select(User).where((User.email == user_info.get('email')) | (User.username == user_info.get('username'))))\n\t\texisting_user = existing_user.scalars().first()\n\t\tif existing_user:\n\t\t\taccess_token = create_access_token(existing_user)\n\t\t\treturn UJSONResponse(\n\t\t\t\tcontent={\"access_token\": access_token, \"token_type\": \"bearer\"}, \n \t\t\tstatus_code=status.HTTP_200_OK\n \t\t)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/auth.py", + "path": "backend/src/routes/v0/auth.py", + "sha": "b2270a0afc05872df6ad96a28605fc4253b2b940", + "size": 8401, + "type": "github_file", + "start_index": 6538, + "chunk": 9 + } + }, + "2b656e76-ddd3-4b38-a36f-e02a0e7ef8f6": { + "id": "2b656e76-ddd3-4b38-a36f-e02a0e7ef8f6", + "vector": [ + -0.013228538446128368, + 0.03228328749537468, + -0.008500178344547749, + -0.012782876379787922, + -0.014880746603012085, + 0.0069729723036289215, + -0.021772196516394615, + 0.009337152354419231, + -0.020674346014857292, + 0.05665336176753044, + -0.003489203518256545, + -0.03615293279290199, + -0.050305403769016266, + -0.014706830494105816, + 0.04991409182548523, + 0.0007364284829236567, + -0.04852275550365448, + 0.03676164150238037, + 0.03515291213989258, + 0.004372374154627323, + -0.013663330115377903, + -0.023152658715844154, + 0.06761011481285095, + -0.023565711453557014, + 0.02343527413904667, + 0.0019443342462182045, + 0.029522357508540154, + 0.011195886880159378, + -0.0091741057112813, + 0.006326219532638788, + 0.0010088527342304587, + 0.022391773760318756, + 0.017804721370339394, + 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\n\t\t\temail=user_info.get('email'),\n\t\t\tusername=user_info.get('username'),\n\t\t\toauth_provider=provider,\n\t\t\taccess=1\n\t\t)\n\t\t# Add the new user to the database\n\t\tdb.add(new_user)\n\t\tawait db.commit()\n\t\tawait db.refresh(new_user)\n\t\t\n\t\taccess_token = create_access_token({\n\t\t\t\"sub\": str(new_user.id), \n\t\t\t\"email\": new_user.email,\n\t\t\t\"username\": new_user.username\n\t\t})\n\t\treturn UJSONResponse(\n\t\t\tcontent={\"access_token\": access_token, \"token_type\": \"bearer\"}, \n\t\t\tstatus_code=status.HTTP_201_CREATED\n\t\t)\n\texcept HTTPException as err:\n\t\t\tlogger.error(err.detail)\n\t\t\traise\n\texcept ValueError as e:\n\t\treturn HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=str(e))\n\texcept Exception as e:\n\t\tlogger.exception(str(e))\n\t\treturn UJSONResponse(detail=str(e), status_code=status.HTTP_500_INTERNAL_SERVER_ERROR)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/auth.py", + "path": "backend/src/routes/v0/auth.py", + "sha": "b2270a0afc05872df6ad96a28605fc4253b2b940", + "size": 8401, + "type": "github_file", + "start_index": 7511, + "chunk": 10 + } + }, + "59cef74c-0eb4-455b-b4ac-cb10cec95847": { + "id": "59cef74c-0eb4-455b-b4ac-cb10cec95847", + "vector": [ + -0.04813910275697708, + 0.018484491854906082, + -0.02148197777569294, + 0.019329937174916267, + 0.030179809778928757, + 0.00046715614735148847, + 0.008313538506627083, + 0.040683817118406296, + -0.006750746630132198, + 0.018830357119441032, + -0.023813355714082718, + 0.0009343122947029769, + 0.01754937879741192, + -0.014705611392855644, + -0.006475336849689484, + 0.017062608152627945, + -0.039018549025058746, + 0.03010294958949089, + 0.030615340918302536, + 0.018382014706730843, + 0.05339110642671585, + 0.019278697669506073, + -0.012053989805281162, + 0.016281213611364365, + 0.03681526705622673, + 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-0.006225546356290579 + ], + "text": "from fastapi import status, Depends, APIRouter\nfrom fastapi.responses import JSONResponse\nfrom src.constants import APP_VERSION\n\nTAG = \"Info\"\nrouter = APIRouter(tags=[TAG])\n@router.get(\n \"/info\", \n tags=[TAG],\n responses={\n status.HTTP_200_OK: {\n \"description\": \"All tools.\",\n \"content\": {\n \"application/json\": {\n \"example\": {\"version\": APP_VERSION}\n }\n }\n }\n }\n)\ndef info():\n return JSONResponse(\n content={\"version\": APP_VERSION},\n status_code=status.HTTP_200_OK\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/info.py", + "path": "backend/src/routes/v0/info.py", + "sha": "b750106c6b092333c64d10727302e272c7fd61c4", + "size": 595, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "621039ca-8c1d-4b20-91d3-6501f141bd4a": { + "id": "621039ca-8c1d-4b20-91d3-6501f141bd4a", + "vector": [ + -0.016090430319309235, + -0.015497827902436256, + 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NewThread, ExistingThread\nfrom src.services.db import get_async_db\nfrom src.utils.auth import verify_credentials\nfrom src.utils.logger import logger\nfrom src.controllers.agent import AgentController\n\nTAG = \"Thread\"\nrouter = APIRouter()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/llm.py", + "path": "backend/src/routes/v0/llm.py", + "sha": "74f83b0d2f0c390f873087cd7ac3dfbb2140b3cd", + "size": 5936, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "1a615c5e-bfdd-47d1-b149-f84a3bdef74a": { + "id": "1a615c5e-bfdd-47d1-b149-f84a3bdef74a", + "vector": [ + -0.015990296378731728, + -0.032900162041187286, + -0.013576425611972809, + 0.011762830428779125, + 0.006504040211439133, + 0.009655483067035675, + 0.017561228945851326, + 0.04569751024246216, + -0.017126986756920815, + 0.04694914445281029, + 0.03381973132491112, + 0.007005333434790373, + -0.02260608971118927, + -0.005795205477625132, + 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\"ai_chunk\", \"content\": [{\"text\": \"Hello\", \"type\": \"text\", \"index\": 0}]}\\n\\n'\n # }\n # }\n }\n }\n }\n)\nasync def chat_completion(", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/llm.py", + "path": "backend/src/routes/v0/llm.py", + "sha": "74f83b0d2f0c390f873087cd7ac3dfbb2140b3cd", + "size": 5936, + "type": "github_file", + "start_index": 569, + "chunk": 1 + } + }, + "7c476651-8a3e-4fe8-b9f5-765d5e7c7ef7": { + "id": "7c476651-8a3e-4fe8-b9f5-765d5e7c7ef7", + "vector": [ + 0.004389476031064987, + -0.008368400856852531, + -0.014574565924704075, + -0.02045913226902485, + -0.01854322850704193, + 0.00905949529260397, + -0.001708919182419777, + 0.03213247284293175, + 0.002463306998834014, + 0.006110369693487883, + -0.01922747865319252, + -0.01371925137937069, + -0.056656062602996826, + 0.0039823465049266815, + 0.031119778752326965, + 0.004844503942877054, + -0.06317014247179031, + 0.056108660995960236, + 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logger.exception(str(e))", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/llm.py", + "path": "backend/src/routes/v0/llm.py", + "sha": "74f83b0d2f0c390f873087cd7ac3dfbb2140b3cd", + "size": 5936, + "type": "github_file", + "start_index": 1500, + "chunk": 2 + } + }, + "22c9f79c-223c-431d-9fb7-fc3f3268bd9f": { + "id": "22c9f79c-223c-431d-9fb7-fc3f3268bd9f", + "vector": [ + -0.00344289792701602, + -0.01289601344615221, + -0.0036117592826485634, + -0.019287733361124992, + -0.010632018558681011, + -0.029194273054599762, + -0.008055318146944046, + 0.059389207512140274, + -0.02976965345442295, + 0.002576701110228896, + 0.019162651151418686, + 0.0013696542009711266, + -0.030219949781894684, + -0.026467472314834595, + 0.002248359378427267, + -0.016360800713300705, + -0.021964499726891518, + 0.017961857840418816, + 0.005835101939737797, + -0.027067869901657104, + -0.0024438006803393364, + -0.03507315367460251, + 0.02372816391289234, + 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as e:\n logger.exception(str(e))\n raise HTTPException(status_code=500, detail=str(e))", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/llm.py", + "path": "backend/src/routes/v0/llm.py", + "sha": "74f83b0d2f0c390f873087cd7ac3dfbb2140b3cd", + "size": 5936, + "type": "github_file", + "start_index": 2347, + "chunk": 3 + } + }, + "99a04cc1-f23b-4e51-9ef2-ffa2ee62b5b7": { + "id": "99a04cc1-f23b-4e51-9ef2-ffa2ee62b5b7", + "vector": [ + -0.0006222733063623309, + -0.02738918922841549, + -0.023626534268260002, + 0.03032112680375576, + 0.015099480748176575, + -0.002014180412515998, + 0.02029145509004593, + 0.05086912587285042, + -0.011245204135775566, + 0.06254801154136658, + 0.046739980578422546, + 0.015013966709375381, + -0.005857768002897501, + -0.013853407464921474, + 0.023260042071342468, + 0.037504374980926514, + -0.021415363997220993, + -0.01342583354562521, + 0.002698299242183566, + -0.024848176166415215, + 0.015563705004751682, + 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-0.01002504862844944 + ], + "text": "}\n }\n }\n }\n }\n)\nasync def new_thread(\n request: Request,\n body: Annotated[NewThread, Body()],\n user: User = Depends(verify_credentials),\n db: AsyncSession = Depends(get_async_db)\n):\n \n try:\n controller = AgentController(db=db, user_id=user.id)\n return await controller.anew_thread(request=request, new_thread=body)\n except httpx.HTTPStatusError as e:\n logger.error(f\"Error creating new thread: {str(e)}\")\n raise HTTPException(status_code=e.response.status_code , detail=str(e))\n except Exception as e:\n logger.exception(f\"Error creating new thread: {str(e)}\")\n raise HTTPException(status_code=500, detail=str(e))", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/llm.py", + "path": "backend/src/routes/v0/llm.py", + "sha": "74f83b0d2f0c390f873087cd7ac3dfbb2140b3cd", + "size": 5936, + "type": "github_file", + "start_index": 3456, + "chunk": 5 + } + }, + 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tags=[\"Thread\"],\n responses={\n status.HTTP_200_OK: {\n \"description\": \"Latest message from existing thread.\",\n \"content\": {\n \"application/json\": {\n \"example\": Answer.model_json_schema()['examples']['existing_thread']\n },\n \"text/event-stream\": {\n \"description\": \"Server-sent events stream\",\n \"schema\": {\n \"type\": \"string\",\n \"format\": \"binary\",\n \"example\": 'data: {\"thread_id\": \"e208fbc9-92cd-4f50-9286-6eab533693c4\", \"event\": \"ai_chunk\", \"content\": [{\"text\": \"Hello\", \"type\": \"text\", \"index\": 0}]}\\n\\n'\n }", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/llm.py", + "path": "backend/src/routes/v0/llm.py", + "sha": "74f83b0d2f0c390f873087cd7ac3dfbb2140b3cd", + "size": 5936, + "type": "github_file", + "start_index": 4172, + "chunk": 6 + } + }, + "bb956f2b-820a-49ba-9001-941505397d70": { + "id": "bb956f2b-820a-49ba-9001-941505397d70", + "vector": [ + -0.0067198919132351875, + 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Depends(get_async_db)\n):\n try:\n controller = AgentController(db=db, user_id=user.id)\n return await controller.aexisting_thread(request=request, thread_id=thread_id, existing_thread=body)\n except httpx.HTTPStatusError as e:\n logger.error(f\"Error creating new thread: {str(e)}\")\n raise HTTPException(status_code=e.response.status_code , detail=str(e))\n except Exception as e:\n logger.exception(f\"Error creating new thread: {str(e)}\")\n raise HTTPException(status_code=500, detail=str(e))", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/llm.py", + "path": "backend/src/routes/v0/llm.py", + "sha": "74f83b0d2f0c390f873087cd7ac3dfbb2140b3cd", + "size": 5936, + "type": "github_file", + "start_index": 5165, + "chunk": 7 + } + }, + "c6208e01-3dd8-4d55-8e86-6d44baed551d": { + "id": "c6208e01-3dd8-4d55-8e86-6d44baed551d", + "vector": [ + -0.016667425632476807, + 0.013280585408210754, + -0.012665851041674614, + 0.011848137713968754, + 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-0.005164349917322397, + -0.016957394778728485, + -0.0064605120569467545, + -0.014695635065436363, + 0.017142973840236664, + 0.006617095321416855, + -0.0037695984356105328, + -0.010160517878830433, + -0.005808081477880478, + 0.009870548732578754, + 0.011163811199367046, + 0.027512269094586372, + 0.02484455332159996, + -0.011633560992777348, + -0.01186553668230772, + 0.041709158569574356, + 0.01669062301516533, + 0.02779063954949379, + 0.0007292723166756332, + 0.01089703943580389, + 0.0152291776612401 + ], + "text": "from fastapi import status, Depends, APIRouter\nfrom fastapi.responses import JSONResponse\nfrom sqlalchemy.orm import Session\nfrom src.models import ProtectedUser\nfrom src.utils.auth import verify_credentials\nfrom src.services.db import get_db\n\nTAG = \"Model\"\nrouter = APIRouter(tags=[TAG])", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/model.py", + "path": "backend/src/routes/v0/model.py", + "sha": 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\"example\": {\n \"models\": []\n }\n }\n }\n }\n }\n)\ndef list_models(user: ProtectedUser = Depends(verify_credentials), db: Session = Depends(get_db)):\n return JSONResponse(\n content={\"models\": get_available_models()},\n status_code=status.HTTP_200_OK\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/model.py", + "path": "backend/src/routes/v0/model.py", + "sha": "8bc0d0143b911779773cd66be6cde8c9482df87d", + "size": 1077, + "type": "github_file", + "start_index": 244, + "chunk": 1 + } + }, + "0f815e4f-c150-4c5a-a37b-ae0a3d073e93": { + "id": "0f815e4f-c150-4c5a-a37b-ae0a3d073e93", + "vector": [ + -0.013050971552729607, + 0.013634762726724148, + -0.029967937618494034, + 0.024104081094264984, + -0.0016719124978408217, + 0.003360041417181492, + -0.012590425089001656, + 0.029941990971565247, + -0.013959091156721115, + 0.02893008664250374, + 0.019861865788698196, + 0.01016444992274046, + -0.03108362667262554, + 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+ 0.00640872772783041, + 0.0007982531096786261, + 0.01088445819914341 + ], + "text": "from typing import Annotated\n\n\nfrom fastapi import Body, HTTPException, status, Depends, APIRouter\nfrom fastapi.responses import JSONResponse\nfrom loguru import logger\n\nfrom src.constants.examples import LIST_DOCUMENTS_EXAMPLE\nfrom src.entities import AddDocuments, DocIds, Document\nfrom src.utils.auth import verify_credentials\nfrom src.utils.retrieval import VectorStore\n\nTAG = \"Retrieval\"\nrouter = APIRouter(tags=[TAG])", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/retrieve.py", + "path": "backend/src/routes/v0/retrieve.py", + "sha": "68721a7a339ead53a3ef18451cca64cc981b29ff", + "size": 5174, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "5630e78c-0fab-4424-8843-6618da03a230": { + "id": "5630e78c-0fab-4424-8843-6618da03a230", + "vector": [ + -0.0002738491166383028, + 0.04731877148151398, + 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DocIds.model_json_schema()['example']\n }\n }\n }\n }\n)\ndef add_documents(\n body: Annotated[AddDocuments, Body()],\n username: str = Depends(verify_credentials)\n):\n logger.info(f\"Adding documents to the vector store: {body.documents}\")\n created = VectorStore().add_docs(body.documents)\n if created:\n return JSONResponse(status_code=status.HTTP_200_OK, content={\"documents\": created})\n else:\n return JSONResponse(\n status_code=status.HTTP_400_BAD_REQUEST,", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/retrieve.py", + "path": "backend/src/routes/v0/retrieve.py", + "sha": "68721a7a339ead53a3ef18451cca64cc981b29ff", + "size": 5174, + "type": "github_file", + "start_index": 424, + "chunk": 1 + } + }, + "bac5686d-cdea-47dc-befa-cf4136e4dedb": { + "id": "bac5686d-cdea-47dc-befa-cf4136e4dedb", + "vector": [ + -0.007920186035335064, + 0.05491328984498978, + -0.024661913514137268, + 0.027413977310061455, + 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+ -0.013333646580576897, + 0.01030957605689764, + 0.0034347474575042725, + 0.007898852229118347, + 0.014069664292037487, + -0.02700863406062126, + 0.01689639687538147, + -0.005234789568930864, + 0.013706988655030727, + 0.0004696777032222599, + 0.005429461132735014, + -0.008437532000243664, + 0.029846034944057465, + 0.010784253478050232, + 0.01337631419301033, + 0.00985623151063919, + -0.012320289388298988, + -0.0367368645966053, + -0.018176427111029625, + -0.003400079905986786, + -0.029248686507344246, + 0.0022493861615657806, + 0.013280312530696392, + 0.015851039439439774, + 0.0032934106420725584 + ], + "text": "else:\n return JSONResponse(\n status_code=status.HTTP_400_BAD_REQUEST, \n content={\"error\": \"Failed to add documents to the vector store\"}\n )\n \n \n \n################################################################################\n### List Documents\n################################################################################\n@router.get(\n \"/documents\", \n responses={\n status.HTTP_200_OK: {\n \"description\": \"List all documents in the vector store.\",\n \"content\": {\n \"application/json\": {\n \"example\": LIST_DOCUMENTS_EXAMPLE\n }\n }\n },\n status.HTTP_400_BAD_REQUEST: {\n \"description\": \"Failed to delete documents from the vector store.\"\n }\n }\n)\ndef list_documents(\n username: str = Depends(verify_credentials)\n):\n vectorstore = VectorStore()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/retrieve.py", + "path": "backend/src/routes/v0/retrieve.py", + "sha": "68721a7a339ead53a3ef18451cca64cc981b29ff", + "size": 5174, + "type": "github_file", + "start_index": 1283, + "chunk": 2 + } + }, + "04ea2e7f-46d3-4a0c-a843-4b6ddb09dce7": { + "id": "04ea2e7f-46d3-4a0c-a843-4b6ddb09dce7", + "vector": [ + -0.019364947453141212, + 0.04955501854419708, + -0.014126121066510677, + 0.0031055414583534002, + -0.010484335012733936, + -0.017360294237732887, + 0.02397564798593521, + 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Documents\n################################################################################\n@router.put(\n \"/documents/{id}\", \n responses={\n status.HTTP_200_OK: {\n \"description\": \"Update a document in the vector store.\",\n \"content\": {\n \"application/json\": {\n \"example\": LIST_DOCUMENTS_EXAMPLE['documents'][0]\n }\n }\n }\n }\n)\ndef update_document(\n id: str,\n body: Annotated[Document, Body()],\n username: str = Depends(verify_credentials)\n):\n logger.info(f\"Updating document in the vector store: {body}\")\n updated = VectorStore().edit_doc(id, body)\n if updated:\n return JSONResponse(status_code=status.HTTP_200_OK, content={\"documents\": updated})\n else:\n return JSONResponse(\n status_code=status.HTTP_400_BAD_REQUEST,", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/retrieve.py", + "path": "backend/src/routes/v0/retrieve.py", + "sha": "68721a7a339ead53a3ef18451cca64cc981b29ff", + "size": 5174, + "type": "github_file", + "start_index": 2317, + "chunk": 4 + } + }, + "04ed85b6-c6fd-4094-8e24-19ec972c1479": { + "id": "04ed85b6-c6fd-4094-8e24-19ec972c1479", + "vector": [ + -0.020694635808467865, + 0.03656052052974701, + -0.018070850521326065, + 0.032150592654943466, + 0.0030641609337180853, + -0.01901935413479805, + 0.011043298058211803, + 0.03293896093964577, + -0.024279240518808365, + 0.020115677267313004, + 0.032988231629133224, + 0.014412335120141506, + -0.04518328607082367, + -0.010926274582743645, + -0.02062072604894638, + -0.053461141884326935, + -0.060359351336956024, + 0.005130544770509005, + -0.008598128333687782, + -0.014929700642824173, + 0.0018831501947715878, + 0.016173843294382095, + 0.025991475209593773, + 0.0005173658719286323, + 0.009318744763731956, + -0.028775397688150406, + 0.004003426525741816, + 0.02951449155807495, + 0.05070185661315918, + 0.017762895673513412, + -0.025794385001063347, + 0.008499582298099995, + 0.01250916812568903, + 0.011677687056362629, + 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0.002793416380882263, + -0.011037039570510387, + 0.004312642849981785 + ], + "text": "################################################################################\n### Find Documents\n################################################################################\n@router.get(\n \"/documents/{id}\", \n responses={\n status.HTTP_200_OK: {\n \"description\": \"Find document by id.\",\n \"content\": {\n \"application/json\": {\n \"example\": {\n \"document\": LIST_DOCUMENTS_EXAMPLE['documents'][0]\n }\n }\n }\n }\n }\n)\ndef find_document(\n id: str,\n username: str = Depends(verify_credentials)\n):\n vectorstore = VectorStore()\n doc = vectorstore.find_docs_by_ids([id])[0]\n return JSONResponse(status_code=status.HTTP_200_OK, content={\"document\": doc.model_dump()}) \n \n################################################################################\n### Delete Documents", + "metadata": { + "source": 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Documents\n################################################################################\n@router.delete(\n \"/documents\", \n responses={\n status.HTTP_204_NO_CONTENT: {\n \"description\": \"Delete documents from the vector store.\",\n },\n status.HTTP_400_BAD_REQUEST: {\n \"description\": \"Failed to delete documents from the vector store.\"\n }\n }\n)\ndef delete_documents(\n body: Annotated[DocIds, Body()],\n username: str = Depends(verify_credentials)\n):\n logger.info(f\"Deleting documents from the vector store: {body.documents}\")\n deleted = VectorStore().delete_docs(body.documents)\n if deleted:\n return HTTPException(status_code=status.HTTP_204_NO_CONTENT)\n else:\n return HTTPException(\n status_code=status.HTTP_400_BAD_REQUEST, \n detail=\"Failed to delete documents from the vector store\"\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/retrieve.py", + "path": "backend/src/routes/v0/retrieve.py", + "sha": 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status\nfrom sqlalchemy.orm import Session\nfrom typing import List, Optional\nfrom pydantic import BaseModel, UUID4, Field\nfrom src.utils.logger import logger\n\nfrom src.utils.auth import verify_credentials\nfrom src.services.db import get_db\n\nfrom src.repos.settings_repo import SettingsRepo\nfrom src.models import User\n\nTAG = \"Settings\"\nrouter = APIRouter(tags=[TAG])\n\nDEFAULT_SETTING_VALUE = {\n \"system\": \"You are a helpful assistant.\",\n \"model\": \"openai-gpt-4o-mini\",\n \"tools\": [\"search_engine\"],\n \"indexes\": [],\n}\n\nclass SettingBase(BaseModel):\n name: str\n value: dict = Field(default=DEFAULT_SETTING_VALUE)\n\nclass SettingCreate(SettingBase):\n pass\n\nclass SettingUpdate(BaseModel):\n name: Optional[str] = None\n value: Optional[dict] = None\n\nclass SettingResponse(SettingBase):\n id: UUID4\n slug: str\n \n class Config:\n from_attributes = True", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/settings.py", + "path": "backend/src/routes/v0/settings.py", + "sha": "8c0d647c878eaa34de6d2fd4bc7710fb831272c8", + "size": 4662, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "e7ad9bd1-0ee3-400b-ba13-0ebf6fda426d": { + "id": "e7ad9bd1-0ee3-400b-ba13-0ebf6fda426d", + "vector": [ + -0.008542199619114399, + 0.014888855628669262, + -0.016400206834077835, + 0.0268979724496603, + 0.010165881365537643, + 0.032024312764406204, + 0.01936163939535618, + 0.01608363911509514, + 0.03104397840797901, + 0.005345895420759916, + -0.0037120019551366568, + 0.016645291820168495, + 0.028429748490452766, + 0.02657119370996952, + 0.029164999723434448, + 0.007464851252734661, + -0.03684430196881294, + -0.0031120567582547665, + 0.014960338361561298, + 0.005039540585130453, + 0.02185332588851452, + 0.01203975360840559, + 0.011447466909885406, + -0.002147038234397769, + 0.01274436991661787, + 0.013387715443968773, 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-0.00931829959154129, + -0.010824545286595821, + -0.02020922116935253, + 0.015287117101252079, + -0.008057137951254845, + -0.0017564356094226241, + 0.024957723915576935, + -0.03090101294219494, + -0.015511777251958847, + 0.018320031464099884, + -0.01657380722463131, + 0.0221801046282053, + 0.0033699055202305317, + -0.0010747956112027168, + -0.004043886438012123, + 0.01695164665579796, + 0.008547306060791016, + 0.01624702848494053, + 0.0006474941619671881, + -0.007515910547226667, + 0.011794669553637505, + 0.004572349134832621, + -0.005667568184435368, + 0.007878431119024754, + 0.0019274838268756866, + -0.009011944755911827, + 0.017758380621671677, + -0.011723186820745468, + 0.005233565345406532, + 0.016726985573768616, + -0.007725253235548735, + -0.004248123150318861, + 0.010477342642843723 + ], + "text": "class SettingsListResponse(BaseModel):\n settings: List[SettingResponse]\n\nclass SingleSettingResponse(BaseModel):\n setting: SettingResponse\n\n@router.get(\"/settings\", response_model=SettingsListResponse)\nasync def list_settings(\n user: User = Depends(verify_credentials),\n db: Session = Depends(get_db)\n):\n \"\"\"List all settings.\"\"\"\n repo = SettingsRepo(db, user.id)\n return {\"settings\": repo.get_all()}\n\n@router.get(\"/settings/{setting_id}\", response_model=SingleSettingResponse)\nasync def get_setting(\n setting_id: str,\n user: User = Depends(verify_credentials),\n db: Session = Depends(get_db)\n):\n \"\"\"Get a specific setting by ID.\"\"\"\n repo = SettingsRepo(db, user.id)\n setting = repo.get_by_id(setting_id)\n if not setting:\n raise HTTPException(\n status_code=status.HTTP_404_NOT_FOUND,\n detail=\"Setting not found\"\n )\n return {\"setting\": setting}", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/settings.py", + "path": "backend/src/routes/v0/settings.py", + "sha": "8c0d647c878eaa34de6d2fd4bc7710fb831272c8", + "size": 4662, + "type": "github_file", + "start_index": 943, + "chunk": 1 + } + }, + "ae05cb64-fbb9-483b-83c5-b62806f1a321": { + "id": "ae05cb64-fbb9-483b-83c5-b62806f1a321", + "vector": [ + -0.01779286377131939, + -0.023249095305800438, + -0.013788544572889805, + -0.028446385636925697, + -0.012780528515577316, + 0.03630705922842026, + -0.017783615738153458, + -0.004767266567796469, + -0.0127250412479043, + 0.004325681831687689, + 0.0004886910901404917, + 0.022453779354691505, + 0.010958702303469181, + 0.0010265113087370992, + 0.027558593079447746, + -0.003128085285425186, + -0.028446385636925697, + 0.013612834736704826, + -0.015073995105922222, + 0.009169243276119232, + 0.0034263283014297485, + 0.023193607106804848, + -0.0026471971068531275, + 0.021029610186815262, + 0.014139962382614613, + -0.004702531732618809, + 0.008706850931048393, + 0.009534533135592937, + -0.007370536215603352, + -0.0027604831848293543, + 0.01071825809776783, + 0.016017276793718338, + 0.018930349498987198, + -0.007976270280778408, + -0.020252792164683342, + 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-0.013575843535363674, + 0.024081401526927948, + 0.0029847435653209686, + 0.006982126738876104, + -0.004614677280187607, + -0.012752785347402096, + -0.003116525476798415, + 0.00848027877509594, + -0.006547477561980486, + -0.0002732450666371733, + -0.00957152433693409, + -0.003190508345142007, + 0.005220411345362663, + 0.0015293632168322802, + 0.014537620358169079, + -0.013390886597335339, + -0.002836778061464429, + -0.0014634722610935569, + 0.018819374963641167, + -0.02263873629271984, + -0.018856365233659744, + 0.015517892315983772, + -0.00968249887228012, + -0.014343415386974812, + -0.017339719459414482 + ], + "text": "@router.get(\"/settings/slug/{slug}\", response_model=SingleSettingResponse)\nasync def get_setting_by_slug(\n slug: str,\n user: User = Depends(verify_credentials),\n db: Session = Depends(get_db)\n):\n \"\"\"Get a specific setting by slug.\"\"\"\n repo = SettingsRepo(db, user.id)\n setting = repo.get_by_slug(slug)\n if not setting:\n raise HTTPException(\n status_code=status.HTTP_404_NOT_FOUND,\n detail=\"Setting not found\"\n )\n return {\"setting\": setting}", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/settings.py", + "path": "backend/src/routes/v0/settings.py", + "sha": "8c0d647c878eaa34de6d2fd4bc7710fb831272c8", + "size": 4662, + "type": "github_file", + "start_index": 1869, + "chunk": 2 + } + }, + "f438e54d-b2e0-479b-bc12-db608f476eac": { + "id": "f438e54d-b2e0-479b-bc12-db608f476eac", + "vector": [ + -0.00968437921255827, + -0.0034259501844644547, + -0.006595628336071968, + 0.014171384274959564, + 0.010062042623758316, + 0.03780234977602959, + 0.00972034689038992, + -0.00012244567915331572, + 0.014719896018505096, + -0.006595628336071968, + 0.01272367313504219, + 0.013973560184240341, + -0.007337468210607767, + -0.007850011810660362, + 0.029044143855571747, + 0.029188016429543495, + -0.015807928517460823, + 0.004307165741920471, + 0.0007131776073947549, + 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0.006002156995236874, + -0.012301049195230007, + 0.009288731031119823, + 0.02670622617006302, + -0.005215357057750225, + 0.0020389349665492773, + 0.02934987284243107, + -0.010610554367303848, + 0.003540598088875413, + -0.004055389668792486 + ], + "text": "@router.post(\"/settings\", response_model=SingleSettingResponse, status_code=status.HTTP_201_CREATED)\nasync def create_setting(\n setting: SettingCreate,\n user: User = Depends(verify_credentials),\n db: Session = Depends(get_db)\n):\n \"\"\"Create a new setting.\"\"\"\n try:\n repo = SettingsRepo(db, user.id)\n return {\"setting\": repo.create(name=setting.name, value=setting.value)}\n except Exception as e:\n if \"UniqueViolation\" in str(e) and \"uq_settings_slug\" in str(e):\n raise HTTPException(\n status_code=status.HTTP_409_CONFLICT,\n detail=\"A setting with this name already exists\"\n )\n logger.error(f\"Error creating setting: {e}\")\n raise HTTPException(\n status_code=status.HTTP_400_BAD_REQUEST,\n detail=str(e)\n )", + 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0.0027745270635932684, + 0.006012682802975178, + 0.018612755462527275 + ], + "text": "@router.put(\"/settings/{setting_id}\", response_model=SingleSettingResponse)\nasync def update_setting(\n setting_id: str,\n setting: SettingUpdate,\n user: User = Depends(verify_credentials),\n db: Session = Depends(get_db)\n):\n \"\"\"Update an existing setting.\"\"\"\n repo = SettingsRepo(db, user.id)\n updated_setting = repo.update(setting_id, setting.model_dump(exclude_unset=True))\n if not updated_setting:\n raise HTTPException(\n status_code=status.HTTP_404_NOT_FOUND,\n detail=\"Setting not found\"\n )\n return {\"setting\": updated_setting}", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/settings.py", + "path": "backend/src/routes/v0/settings.py", + "sha": "8c0d647c878eaa34de6d2fd4bc7710fb831272c8", + "size": 4662, + "type": "github_file", + "start_index": 3209, + "chunk": 4 + } + }, + "bc4ed39e-62c9-4004-80a1-2564a2a99186": { + "id": 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-0.009888515807688236, + 0.03350984677672386, + -0.005258134566247463, + 0.024887949228286743, + 0.0015485526528209448, + -0.009449643082916737, + 0.0066664149053394794, + 0.001759655773639679, + 0.0005412989994511008, + 6.1412611103151e-05, + -0.006855296902358532, + 0.0035498659126460552, + 0.003780412720516324, + -0.003280431730672717, + 0.0021374193020164967, + -0.011877329088747501, + -0.021243643015623093, + 0.0003871381632052362, + 0.02433241531252861, + -0.01166622620075941, + -0.007649711333215237, + 0.031043272465467453, + -0.006744189653545618, + -0.011049582622945309, + -0.005899777170270681 + ], + "text": "@router.delete(\"/settings/{setting_id}\", status_code=status.HTTP_204_NO_CONTENT)\nasync def delete_setting(\n setting_id: str,\n user: User = Depends(verify_credentials),\n db: Session = Depends(get_db)\n):\n \"\"\"Delete a setting.\"\"\"\n repo = SettingsRepo(db, user.id)\n if not repo.delete(setting_id):\n raise HTTPException(\n status_code=status.HTTP_404_NOT_FOUND,\n detail=\"Setting not found\"\n )\n return None\n\n@router.put(\"/settings/slug/{slug}\", response_model=SingleSettingResponse)\nasync def upsert_setting_by_slug(\n slug: str,\n setting: SettingCreate,\n user: User = Depends(verify_credentials),\n db: Session = Depends(get_db)\n):\n \"\"\"Create or update a setting by slug.\"\"\"\n repo = SettingsRepo(db, user.id)\n return {\"setting\": repo.upsert_by_slug(name=setting.name, value=setting.value)}", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/settings.py", + "path": "backend/src/routes/v0/settings.py", + "sha": "8c0d647c878eaa34de6d2fd4bc7710fb831272c8", + "size": 4662, + "type": "github_file", + "start_index": 3802, + "chunk": 5 + } + }, + "3ebcc53a-0c6c-448e-837c-6f46bd21812c": { + "id": "3ebcc53a-0c6c-448e-837c-6f46bd21812c", + "vector": [ + -0.014912625774741173, + -0.011595277115702629, + -0.021399062126874924, + 0.018940394744277, + 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"################################################################################\n### Add Documents\n################################################################################\n@router.post(\n \"/sources/upload\",\n responses={\n status.HTTP_200_OK: {\n \"description\": \"Upload files to output documents.\",\n \"content\": {\n \"application/json\": {\n \"example\": AddDocuments.model_json_schema()['example']\n }\n }\n }\n }\n)\nasync def upload_sources_to_documents(\n files: list[UploadFile] = File(...),\n username: str = Depends(verify_credentials)\n):\n logger.info(f\"Processing {len(files)} uploaded files\")\n \n documents = []\n with tempfile.TemporaryDirectory() as temp_dir:\n for file in files:\n file_content = await file.read()\n file_type = file.filename.split('.')[-1].lower()\n \n # Save file to temp directory", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/source.py", + "path": "backend/src/routes/v0/source.py", 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os.path.join(temp_dir, file.filename)\n with open(temp_file_path, 'wb') as f:\n f.write(file_content)\n \n loader_config = {\n 'file_path': temp_file_path,\n 'extract_images': True\n }\n \n try:\n loader = Loader.create(file_type, loader_config)\n docs = loader.load()\n documents.extend(docs)\n except Exception as e:\n logger.error(f\"Error processing file {file.filename}: {str(e)}\")\n return JSONResponse(\n status_code=status.HTTP_400_BAD_REQUEST,\n content={\"error\": f\"Failed to process file {file.filename}: {str(e)}\"}\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/source.py", + "path": "backend/src/routes/v0/source.py", + "sha": "0159a4e1c394790b51078bec6c0ce53437a40d12", + "size": 2277, + "type": "github_file", + "start_index": 1267, + "chunk": 2 + } + }, + "2454161e-314e-43d7-a45a-fa6d19fff7ab": { + "id": "2454161e-314e-43d7-a45a-fa6d19fff7ab", + "vector": [ + -0.00989200547337532, + 0.019031813368201256, + 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import ACCESS_KEY_ID, ACCESS_SECRET_KEY, BUCKET, TEST_USER_ID\nfrom src.services.storage import StorageService\nfrom src.utils.auth import verify_credentials\n\nTAG = \"Storage\"\nrouter = APIRouter()\nstorage_service = StorageService(ACCESS_KEY_ID, ACCESS_SECRET_KEY)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/storage.py", + "path": "backend/src/routes/v0/storage.py", + "sha": "23bc2b18f77cea151385918a4a8c57729fc24034", + "size": 5842, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "df35f93b-54c7-4817-8f54-19ce69086784": { + "id": "df35f93b-54c7-4817-8f54-19ce69086784", + "vector": [ + -0.04547382891178131, + 0.0010682831052690744, + -0.022962691262364388, + 0.013785582967102528, + 0.0061258189380168915, + 0.005926605314016342, + 0.010903625749051571, + 0.015631629154086113, + -0.009084140881896019, + 0.05758601799607277, + -0.003371690632775426, + 0.03662874549627304, + -0.01725189946591854, + 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err:\n\t\ttb = traceback.format_exc()\n\t\tlogging.error(\"[routes.files.list_files] Exception: %s\\n%s\", err, tb)\n\t\traise HTTPException(\n\t\t\tstatus_code=500,\n\t\t\tdetail=f\"An unexpected error occurred. {str(err)}\"\n\t\t) from err\n \n@router.get(\n\t\"/storage/presigned\",\n\tresponse_model=Any,", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/storage.py", + "path": "backend/src/routes/v0/storage.py", + "sha": "23bc2b18f77cea151385918a4a8c57729fc24034", + "size": 5842, + "type": "github_file", + "start_index": 592, + "chunk": 1 + } + }, + "42ba2720-0cc2-4dfc-a457-17e298ad1d58": { + "id": "42ba2720-0cc2-4dfc-a457-17e298ad1d58", + "vector": [ + -0.02012990415096283, + 0.0049469005316495895, + -0.025343403220176697, + 0.033861421048641205, + 0.03628385439515114, + 0.013889501802623272, + 0.013784178532660007, + 0.02660728245973587, + -0.002860184060409665, + 0.03222890943288803, + -0.01728617586195469, + 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not path:\n\t\t\tprefix = f'users/{user.id or TEST_USER_ID}'\n\t\t# Retrieve filenames from the bucket with optional path prefix\n\t\tfiles = storage_service.retrieve_all_files(\n\t\t\tBUCKET, prefix=prefix\n\t\t)\n\t\turls = {}\n\t\tfor file in files:\n\t\t\tif file in prefix:\n\t\t\t\tfile_path = prefix\n\t\t\telse:\n\t\t\t\textension = os.path.splitext(file)[1].lower().strip('.')", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/storage.py", + "path": "backend/src/routes/v0/storage.py", + "sha": "23bc2b18f77cea151385918a4a8c57729fc24034", + "size": 5842, + "type": "github_file", + "start_index": 1500, + "chunk": 2 + } + }, + "82952db0-5e21-4fde-93be-bcd1a9f571ee": { + "id": "82952db0-5e21-4fde-93be-bcd1a9f571ee", + "vector": [ + -0.016118869185447693, + -0.018216529861092567, + -0.023540418595075607, + 0.02922005020081997, + 0.004891475662589073, + 0.02204384095966816, + 0.0034838346764445305, + 0.02309880591928959, + 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here\n\t\t\t)\n\t\t\turls[file] = url.get(file_path)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/storage.py", + "path": "backend/src/routes/v0/storage.py", + "sha": "23bc2b18f77cea151385918a4a8c57729fc24034", + "size": 5842, + "type": "github_file", + "start_index": 2353, + "chunk": 3 + } + }, + "a9a3a6e9-fcbd-48f2-8077-15fa82f36fae": { + "id": "a9a3a6e9-fcbd-48f2-8077-15fa82f36fae", + "vector": [ + -0.01422533206641674, + -0.0034937215968966484, + -0.022600246593356133, + 0.00011097887909272686, + 0.0166897214949131, + 0.010218196548521519, + -0.033098943531513214, + 0.03305887058377266, + -0.0024168037343770266, + 0.015167009085416794, + 0.01673980988562107, + 0.03039412572979927, + -0.03544311597943306, + 0.019524769857525826, + -0.004936290439218283, + -0.05357540771365166, + -0.044839851558208466, + 0.009036091156303883, + -0.005179223138839006, + 0.01624893583357334, + 0.013494029641151428, + 0.0011702089104801416, + 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response\n\t\treturn UJSONResponse(content={'urls': urls})\n\texcept HTTPException as err:\n\t\tlogging.error(err.detail)\n\t\traise\n\texcept Exception as err:\n\t\ttb = traceback.format_exc()\n\t\tlogging.error(\"[routes.files.list_files] Exception: %s\\n%s\", err, tb)\n\t\traise HTTPException(\n\t\t\tstatus_code=500,\n\t\t\tdetail=f\"An unexpected error occurred. {str(err)}\"\n\t\t) from err", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/storage.py", + "path": "backend/src/routes/v0/storage.py", + "sha": "23bc2b18f77cea151385918a4a8c57729fc24034", + "size": 5842, + "type": "github_file", + "start_index": 2981, + "chunk": 4 + } + }, + "6846062f-940b-41db-8e00-06d9a046970d": { + "id": "6846062f-940b-41db-8e00-06d9a046970d", + "vector": [ + -0.034178391098976135, + 0.018548497930169106, + -0.02713789977133274, + 0.001753722783178091, + -0.01497704815119505, + -0.004336303565651178, + -0.015002650208771229, + 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err:\n\t\tlogging.error(err)\n\t\traise HTTPException(\n\t\t\tstatus_code=500,\n\t\t\tdetail=f\"An unexpected error occurred. {str(err)}\"\n\t\t) from err", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/storage.py", + "path": "backend/src/routes/v0/storage.py", + "sha": "23bc2b18f77cea151385918a4a8c57729fc24034", + "size": 5842, + "type": "github_file", + "start_index": 3366, + "chunk": 5 + } + }, + "f0fc7c21-379c-4f58-98c9-c676f09dd5d9": { + "id": "f0fc7c21-379c-4f58-98c9-c676f09dd5d9", + "vector": [ + -0.04327673837542534, + 0.017161939293146133, + -0.023015731945633888, + -0.010089182294905186, + 0.008518988266587257, + 0.00578836677595973, + 0.010791637003421783, + 0.01444853562861681, + -0.010337107814848423, + 0.04652731493115425, + -0.02521951124072075, + 0.01040597539395094, + -0.04672014340758324, + -0.037519361823797226, + 0.026803478598594666, + 0.00906993355602026, + -0.04071484133601189, + -0.002160737756639719, + 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+ ], + "text": "######################################\n## Delete Vector Store\n######################################\n@router.delete(\n\t\"/storage\",\n\tstatus_code=status.HTTP_204_NO_CONTENT,\n\ttags=[TAG],\n\tname='storage_delete_files',\n)\nasync def delete_file(\n\tprefix: str,\n user: User = Depends(verify_credentials),\n):\n\ttry:\n\t\t## Delete File\n\t\ts3client = StorageService(\n\t\t\tACCESS_KEY_ID,\n\t\t\tACCESS_SECRET_KEY\n\t\t)\n\t\ts3client.delete_file(\n\t\t\tBUCKET,\n\t\t\tprefix\n\t\t)\n\t\treturn Response(status_code=204)\n\texcept Exception as err:\n\t\traise HTTPException(\n\t\t\tstatus_code=404,\n\t\t\tdetail=str(err)\n\t\t) from err\n \n \ndef get_storage_service():\n from src.constants import ACCESS_KEY_ID, ACCESS_SECRET_KEY, MINIO_HOST\n return StorageService(\n access_key_id=ACCESS_KEY_ID,\n secret_access_key=ACCESS_SECRET_KEY,\n minio_server=MINIO_HOST\n )\n \n@router.post(\"/storage/presigned\", tags=[TAG])\nasync def upload_files_with_urls(\n files: List[UploadFile] = File(...),", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/storage.py", + "path": "backend/src/routes/v0/storage.py", + "sha": "23bc2b18f77cea151385918a4a8c57729fc24034", + "size": 5842, + "type": "github_file", + "start_index": 4152, + "chunk": 6 + } + }, + "e2640134-e0f1-4e51-b9ad-fa1d6d5990c7": { + "id": "e2640134-e0f1-4e51-b9ad-fa1d6d5990c7", + "vector": [ + -0.021917331963777542, + 0.009699564427137375, + -0.037882547825574875, + -0.004864712245762348, + -0.005777934566140175, + 0.01570642553269863, + -0.008763947524130344, + -0.012441718950867653, + -0.014203466475009918, + 0.0358719639480114, + -0.0027968985959887505, + 0.011297080665826797, + -0.025022786110639572, + -0.030218448489904404, + 0.012740320526063442, + -0.018483418971300125, + -0.023848287761211395, + 0.02848656103014946, + 0.022574255242943764, + -0.028566187247633934, + -0.00040093439747579396, + -0.013367382809519768, + 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"https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/storage.py", + "path": "backend/src/routes/v0/storage.py", + "sha": "23bc2b18f77cea151385918a4a8c57729fc24034", + "size": 5842, + "type": "github_file", + "start_index": 5044, + "chunk": 7 + } + }, + "4356f059-ba4b-46b8-a716-048af731878b": { + "id": "4356f059-ba4b-46b8-a716-048af731878b", + "vector": [ + -0.013628925196826458, + 0.04061169549822807, + -0.03050878643989563, + 0.02258150279521942, + 0.012259780429303646, + -0.020993545651435852, + 0.004035537131130695, + 0.025169748812913895, + -0.018067702651023865, + 0.03888619691133499, + 0.04638835787773132, + 0.01824275404214859, + -0.006551886908710003, + -0.03618542104959488, + 0.004570065997540951, + -0.00452317763119936, + -0.025457331910729408, + 0.011415787972509861, + 0.015141860581934452, + -0.008227369748055935, + 0.03428487479686737, + 0.010971909388899803, + -0.0034447419457137585, + 0.0017598818521946669, + 0.02054341696202755, + 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-0.003238432575017214, + 0.00015072700625751168, + 0.022518984973430634 + ], + "text": "# https://langchain-ai.github.io/langgraph/reference/checkpoints/#langgraph.checkpoint.postgres.BasePostgresSaver\n\nfrom fastapi import Response, status, Depends, APIRouter, Query, HTTPException\nfrom fastapi.responses import JSONResponse\nfrom langgraph.checkpoint.postgres.aio import AsyncPostgresSaver\nfrom typing import Optional\nfrom sqlalchemy.ext.asyncio import AsyncSession\nfrom src.repos.user_repo import UserRepo\nfrom src.services.db import get_async_db\nfrom src.entities import Thread, Threads\nfrom src.utils.agent import Agent\nfrom src.utils.auth import verify_credentials\nfrom src.models import ProtectedUser, User\nfrom src.utils.logger import logger\nfrom src.services.db import get_async_connection_pool, get_connection_pool\n\nTAG = \"Thread\"\nrouter = APIRouter(tags=[TAG])", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/thread.py", + "path": "backend/src/routes/v0/thread.py", + "sha": "4074792d82d5d0c0e77def71a53c301838cfd005", + "size": 6425, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "ce6f0a81-f563-4c27-87c8-da7d7020b12e": { + "id": "ce6f0a81-f563-4c27-87c8-da7d7020b12e", + "vector": [ + 0.004295782186090946, + 0.020887130871415138, + -0.029435766860842705, + 0.026786549016833305, + 0.023536348715424538, + -0.0017492817714810371, + 0.018667181953787804, + 0.03669659048318863, + -0.001009554835036397, + 0.04410459101200104, + 0.003688669530674815, + -0.005163524299860001, + 0.03397378325462341, + 0.023192930966615677, + 0.023352375254034996, + 0.023867500945925713, + -0.045944325625896454, + 0.004915160126984119, + 0.019170043990015984, + 0.01225263811647892, + -0.010498757474124432, + 0.042755451053380966, + 0.004878365434706211, + -0.007831140421330929, + 0.02315613627433777, + 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per_page=per_page)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/thread.py", + "path": "backend/src/routes/v0/thread.py", + "sha": "4074792d82d5d0c0e77def71a53c301838cfd005", + "size": 6425, + "type": "github_file", + "start_index": 783, + "chunk": 1 + } + }, + "f7aa5571-d402-4616-bb96-7a22916e5950": { + "id": "f7aa5571-d402-4616-bb96-7a22916e5950", + "vector": [ + 0.0011604673927649856, + -0.012089686468243599, + -0.027993706986308098, + 0.018994947895407677, + 0.01496139820665121, + -0.0024990467354655266, + -0.011892393231391907, + 0.045114368200302124, + 0.01787695288658142, + 0.00016843561024870723, + 0.029111701995134354, + 0.014073578640818596, + 0.012845977209508419, + 0.02214067615568638, + 0.00533787626773119, + -0.01333921030163765, + -0.05155928060412407, + -0.011168984696269035, + -0.002677158685401082, + -0.00736013101413846, + -0.004584325943142176, + 0.022951770573854446, + 0.03777068108320236, + 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0.015564238652586937 + ], + "text": "threads = await agent.list_async_threads(page=page, per_page=per_page)\n return JSONResponse(\n content={\n 'threads': threads,\n 'next_page': page + 1,\n 'total': len(threads),\n 'page': page,\n 'per_page': per_page\n },\n status_code=status.HTTP_200_OK\n )\n except Exception as e:\n logger.error(f\"Error listing threads: {e}\")\n raise HTTPException(status_code=500, detail=str(e))", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/thread.py", + "path": "backend/src/routes/v0/thread.py", + "sha": "4074792d82d5d0c0e77def71a53c301838cfd005", + "size": 6425, + "type": "github_file", + "start_index": 1708, + "chunk": 2 + } + }, + "050ec18b-e641-4462-ba11-656bdda71f57": { + "id": "050ec18b-e641-4462-ba11-656bdda71f57", + "vector": [ + -0.009114076383411884, + 0.0026223601307719946, + -0.025526750832796097, + 0.02416972443461418, + 0.0011277982266619802, + -0.0031236037611961365, + 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-0.0033833945635706186, + 0.014291556552052498, + 0.02324059046804905, + 0.006834029220044613, + -0.026186924427747726, + 0.006595632992684841, + 0.011925931088626385, + 0.013032334856688976, + 0.0005994293605908751, + 0.009951520711183548, + -0.013313520699739456, + -0.005379199981689453, + -0.010617807507514954, + -0.015049534849822521, + 0.01292230561375618, + 0.009835378266870975, + 0.004770983941853046, + -0.00042292432044632733 + ], + "text": "################################################################################\n### Query Thread History\n################################################################################\n@router.get(\n \"/threads/{thread_id}\", \n tags=[TAG],\n responses={\n status.HTTP_200_OK: {\n \"description\": \"All messages from existing thread.\",\n \"content\": {\n \"application/json\": {\n \"example\": Thread.model_json_schema()['examples']['thread_history']\n }\n }\n }\n }\n)\ndef find_thread(\n thread_id: str,\n username: str = Depends(verify_credentials)\n):\n with get_connection_pool() as pool:\n agent = Agent(config={\"thread_id\": thread_id})\n checkpoint = agent.checkpoint()\n response = Thread(\n thread_id=thread_id, \n messages=checkpoint.get('channel_values').get('messages')\n )\n return JSONResponse(\n content=response.model_dump(),", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/thread.py", + "path": "backend/src/routes/v0/thread.py", + "sha": "4074792d82d5d0c0e77def71a53c301838cfd005", + "size": 6425, + "type": "github_file", + "start_index": 2255, + "chunk": 3 + } + }, + "e7b86d5a-89d9-4ceb-a013-808384279094": { + "id": "e7b86d5a-89d9-4ceb-a013-808384279094", + "vector": [ + -0.01118337269872427, + 0.001320121344178915, + -0.021360307931900024, + 0.034457236528396606, + -0.009223468601703644, + 0.0037906933575868607, + 0.012249401770532131, + 0.050030529499053955, + -0.005032186862081289, + 0.04070774093270302, + 0.0244325902312994, + 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Checkpoints\n################################################################################\n@router.get(\n \"/checkpoints\", \n tags=[TAG],\n responses={", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/thread.py", + "path": "backend/src/routes/v0/thread.py", + "sha": "4074792d82d5d0c0e77def71a53c301838cfd005", + "size": 6425, + "type": "github_file", + "start_index": 3174, + "chunk": 4 + } + }, + "f1324b58-d486-440f-9bea-5f562bf48525": { + "id": "f1324b58-d486-440f-9bea-5f562bf48525", + "vector": [ + 0.013880625367164612, + 0.03311342000961304, + -0.02249661646783352, + 0.028111392632126808, + 0.01155468262732029, + -0.0012317491928115487, + -0.0020445785485208035, + 0.030587395653128624, + 0.001960169291123748, + 0.021233605220913887, + 0.021596252918243408, + -0.004101662430912256, + 0.025047650560736656, + 0.010985702276229858, + 0.013605513609945774, + -0.00972894299775362, + -0.052621327340602875, + -0.001913275453262031, 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AsyncPostgresSaver(pool)\n \n # Build the base config and filter\n config = {}\n if thread_id:", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/thread.py", + "path": "backend/src/routes/v0/thread.py", + "sha": "4074792d82d5d0c0e77def71a53c301838cfd005", + "size": 6425, + "type": "github_file", + "start_index": 4096, + "chunk": 5 + } + }, + "7be26e8c-2f3c-4619-8947-b638f4dc6c38": { + "id": "7be26e8c-2f3c-4619-8947-b638f4dc6c38", + "vector": [ + -0.000970193010289222, + 0.04930863156914711, + -0.019124135375022888, + -0.006131426896899939, + -0.01633332297205925, + -0.03914853185415268, + 0.008391727693378925, + 0.0291170421987772, + -0.007761544082313776, + 0.021207598969340324, + 0.004639564082026482, + -0.028782660141587257, + -0.014095529913902283, + 0.03377268463373184, + 0.03006874769926071, + -0.02947714738547802, + -0.03703934699296951, + 0.031277671456336975, + 0.0016180600505322218, + -0.014391330070793629, + 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-0.003113941755145788, + -0.0030833971686661243 + ], + "text": "# Build the base config and filter\n config = {}\n if thread_id:\n config = {\"configurable\": {\"thread_id\": thread_id}}\n elif checkpoint_id:\n config = {\"configurable\": {\"checkpoint_id\": checkpoint_id}}\n \n # Build the before config if provided\n before_config = {\"configurable\": {\"thread_id\": before}} if before else None\n \n checkpoints = checkpointer.alist(\n config=config,\n before=before_config,\n limit=limit,\n filter={\"user_id\": user.id}\n )\n \n items = []\n async for checkpoint in checkpoints:\n config = checkpoint.config['configurable']\n checkpoint = checkpoint.checkpoint\n messages = checkpoint.get('channel_values', {}).get('messages')\n if isinstance(messages, list):\n thread = Thread(\n thread_id=config.get('thread_id'),", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/thread.py", + "path": "backend/src/routes/v0/thread.py", + "sha": "4074792d82d5d0c0e77def71a53c301838cfd005", + "size": 6425, + "type": "github_file", + "start_index": 5010, + "chunk": 6 + } + }, + "1f518924-95fe-4599-b6f8-c2704a8e1404": { + "id": "1f518924-95fe-4599-b6f8-c2704a8e1404", + "vector": [ + -0.004021402448415756, + 0.042587101459503174, + -0.027989475056529045, + 0.01576492376625538, + -0.01048643235117197, + -0.04615313187241554, + -0.004848772659897804, + 0.04787200689315796, + -0.014405216090381145, + 0.03573725000023842, + 0.048462070524692535, + -0.027578996494412422, + 0.013712533749639988, + 0.019343780353665352, + 0.0216655470430851, + -0.0313502661883831, + -0.03573725000023842, + 0.01390494592487812, + 0.014661764726042747, + -0.012102690525352955, + 0.035660285502672195, + 0.03083716705441475, + 0.03373616933822632, + 0.026629766449332237, + 0.007876048795878887, + -0.007375778164714575, + 0.011628074571490288, + 0.018009725958108902, + -0.018112346529960632, + -0.022024715319275856, + 0.006141137331724167, + 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v=checkpoint.get('v')\n )\n items.append(thread.model_dump())\n \n return JSONResponse(\n content={'checkpoints': items},\n status_code=status.HTTP_200_OK\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/thread.py", + "path": "backend/src/routes/v0/thread.py", + "sha": "4074792d82d5d0c0e77def71a53c301838cfd005", + "size": 6425, + "type": "github_file", + "start_index": 5891, + "chunk": 7 + } + }, + "a8617a46-4665-4a25-b414-acbf3c0603e4": { + "id": "a8617a46-4665-4a25-b414-acbf3c0603e4", + "vector": [ + -0.021238891407847404, + -0.0005757187027484179, + -0.01927802711725235, + -0.003491363488137722, + -0.011742382310330868, + -0.015869315713644028, + 0.0008593029342591763, + 0.004346391186118126, + -0.02039526402950287, + 0.03673199564218521, + 0.0026605615857988596, + 0.007792153395712376, + -0.02783970534801483, + -0.053855352103710175, + -0.00640700850635767, + 0.03180703520774841, + -0.0104997418820858, + 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Must be one of: {', '.join(UserTokenKey.values())}\")\n return v\n\nclass TokenStatus(BaseModel):\n key: str\n is_set: bool", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/token.py", + "path": "backend/src/routes/v0/token.py", + "sha": "1f131bda553c24b5c79c8398810ac731414fb0be", + "size": 5117, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "ec012d85-fb4f-4738-8481-f70750f07243": { + "id": "ec012d85-fb4f-4738-8481-f70750f07243", + "vector": [ + -0.005211790557950735, + 0.0038558158557862043, + -0.01941291056573391, + -0.016231292858719826, + 0.022544024512171745, + 0.0002632408868521452, + 0.007019756827503443, + 0.009908461943268776, + -0.02809922769665718, + 0.05389557033777237, + -0.0135950967669487, + 0.005004732869565487, + -0.03114953823387623, + -0.02478630654513836, + 0.03644213080406189, + 0.028139628469944, + -0.024463094770908356, + 0.02519032172858715, + 0.005878414958715439, + 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+ 0.015362661331892014, + -0.00328262010589242, + -0.009701404720544815, + -0.0018837188836187124 + ], + "text": "@router.post(\n \"/tokens\",\n status_code=status.HTTP_201_CREATED,\n responses={\n status.HTTP_201_CREATED: {\n \"description\": \"Token created successfully\",\n \"content\": {\n \"application/json\": {\n \"example\": {\"message\": \"Token created successfully\"}\n }\n }\n }\n }\n)\ndef create_token(\n token_data: TokenCreate,\n user: User = Depends(verify_credentials),\n db: Session = Depends(get_db)\n):\n try:\n # Encrypt the token value\n encrypted_value = Token.encrypt_value(token_data.value, APP_SECRET_KEY)\n \n # Create new token\n token = Token(\n user_id=user.id,\n key=token_data.key,\n value=encrypted_value\n )\n \n # Check if token already exists\n existing_token = db.query(Token).filter_by(\n user_id=user.id,\n key=token_data.key\n ).first()\n \n if existing_token:", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/token.py", + "path": "backend/src/routes/v0/token.py", + "sha": "1f131bda553c24b5c79c8398810ac731414fb0be", + "size": 5117, + "type": "github_file", + "start_index": 769, + "chunk": 1 + } + }, + "4cb1ee1b-6bd1-4ea2-85ef-783822e47db3": { + "id": "4cb1ee1b-6bd1-4ea2-85ef-783822e47db3", + "vector": [ + -0.003735140897333622, + -0.009168950840830803, + -0.011408104561269283, + -0.02569236420094967, + 0.028336884453892708, + 0.0068091521970927715, + -0.03206237405538559, + 0.00808797962963581, + -0.04528496414422989, + 0.04130853712558746, + 0.03304683044552803, + -0.01745961233973503, + -0.03592298552393913, + -0.02486233413219452, + -0.003119856119155884, + 0.014274608343839645, + -0.03850959241390228, + 0.019785631448030472, + 0.017980795353651047, + -0.03277658671140671, + -0.032004464417696, + -0.010336785577237606, + 0.043161630630493164, + -0.052041035145521164, + 0.03588437661528587, + -0.013029561378061771, 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db.commit()\n return {\"message\": \"Token updated successfully\"}\n \n # Add new token\n db.add(token)\n db.commit()\n return {\"message\": \"Token created successfully\"}\n \n except IntegrityError as e:\n db.rollback()\n logger.error(f\"Database integrity error: {str(e)}\")\n raise HTTPException(\n status_code=status.HTTP_400_BAD_REQUEST,\n detail=\"Error creating token\"\n )\n except Exception as e:\n db.rollback()\n logger.error(f\"Error creating token: {str(e)}\")\n raise HTTPException(\n status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,\n detail=\"Internal server error\"\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/token.py", + "path": "backend/src/routes/v0/token.py", + "sha": "1f131bda553c24b5c79c8398810ac731414fb0be", + "size": 5117, + "type": "github_file", + "start_index": 1692, + "chunk": 2 + } + }, + "68ce95d1-6a12-49d6-a0bc-1033846dcbe7": { + "id": "68ce95d1-6a12-49d6-a0bc-1033846dcbe7", + "vector": [ + 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}\n }\n }\n }\n)\ndef delete_token(\n key: str,\n user: User = Depends(verify_credentials),\n db: Session = Depends(get_db)\n):\n try:\n # Find and delete token\n result = db.query(Token).filter_by(\n user_id=user.id,\n key=key\n ).delete()\n \n if result == 0:\n raise HTTPException(\n status_code=status.HTTP_404_NOT_FOUND,\n detail=\"Token not found\"\n )\n \n db.commit()\n return {\"message\": \"Token deleted successfully\"}\n \n except HTTPException:\n raise\n except Exception as e:\n db.rollback()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/token.py", + "path": "backend/src/routes/v0/token.py", + "sha": "1f131bda553c24b5c79c8398810ac731414fb0be", + "size": 5117, + "type": "github_file", + "start_index": 2577, + "chunk": 3 + } + }, + "f66a058a-1a78-4396-a759-9f2ad0ec19c9": { + "id": "f66a058a-1a78-4396-a759-9f2ad0ec19c9", + "vector": [ + -0.032900311052799225, + -0.0443781241774559, + -0.012223666533827782, + 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\"application/json\": {\n \"example\": {\n \"tokens\": [\n {\"key\": \"ANTHROPIC_API_KEY\", \"is_set\": True},\n {\"key\": \"OPENAI_API_KEY\", \"is_set\": False}\n ]\n }\n }\n }\n }\n }\n)\nasync def get_tokens(\n user: User = Depends(verify_credentials),\n db: Session = Depends(get_db)\n):\n try:\n # Get all tokens for the user\n existing_tokens = db.query(Token.key).filter(Token.user_id == user.id).all()\n existing_token_keys = {token[0] for token in existing_tokens}", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/token.py", + "path": "backend/src/routes/v0/token.py", + "sha": "1f131bda553c24b5c79c8398810ac731414fb0be", + "size": 5117, + "type": "github_file", + "start_index": 3773, + "chunk": 5 + } + }, + "29a5b1bb-4d5a-4ab7-9e4b-d07e03ea6016": { + "id": "29a5b1bb-4d5a-4ab7-9e4b-d07e03ea6016", + "vector": [ + -0.010164899751543999, + -0.003372685518115759, + -0.022147301584482193, + 0.0075698052532970905, + 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-0.005030922591686249, + -0.021903717890381813, + -0.00023465341655537486, + -0.010858173482120037, + -0.01263820193707943, + -0.0007729071076028049, + -0.0009280740632675588, + -0.0133408447727561, + -0.0016184205887839198, + -0.023084158077836037, + -7.619283132953569e-05, + 0.0007254786905832589, + 0.024733027443289757, + -0.007513593882322311, + 0.01729438081383705, + -0.008309922181069851, + -0.0014169963542371988, + 0.02126665599644184, + 0.004555467516183853, + -0.01781902089715004, + 0.02741243876516819 + ], + "text": "# Create status list for all possible tokens\n token_statuses = [\n TokenStatus(key=key, is_set=key in existing_token_keys)\n for key in UserTokenKey.values()\n ]\n\n return {\"tokens\": token_statuses}\n\n except Exception as e:\n logger.error(f\"Error getting token statuses: {e}\")\n raise HTTPException(\n status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,\n detail=\"Failed to get token statuses\"\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/token.py", + "path": "backend/src/routes/v0/token.py", + "sha": "1f131bda553c24b5c79c8398810ac731414fb0be", + "size": 5117, + "type": "github_file", + "start_index": 4640, + "chunk": 6 + } + }, + "33ba1567-2d76-4df3-87d1-6d5e32d079fc": { + "id": "33ba1567-2d76-4df3-87d1-6d5e32d079fc", + "vector": [ + -0.016860900446772575, + 0.015358567237854004, + -0.014861928299069405, + 0.02499336749315262, + 0.0011352861765772104, + 0.010516335256397724, + 0.00218831654638052, + 0.022150108590722084, + -0.009622384794056416, + 0.02017596736550331, + 0.021951451897621155, + 0.009324400685727596, + -0.012912618927657604, + -0.03727276995778084, + 0.005785846617072821, + 0.01817699521780014, + -0.03578285500407219, + 0.03948281705379486, + 0.008933297358453274, + -0.012664299458265305, + 0.021914204582571983, + 0.008324914611876011, + 0.004032089374959469, + 0.019517920911312103, + 0.02796078659594059, + 0.0012493579415604472, 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Dict, Any, Optional\nfrom fastapi import status, Depends, APIRouter\nfrom fastapi.responses import JSONResponse\nfrom sqlalchemy.orm import Session\nfrom src.constants.examples import MCP_REQ_BODY_EXAMPLE\nfrom src.constants import APP_LOG_LEVEL\nfrom src.models import ProtectedUser\nfrom src.repos.user_repo import UserRepo\nfrom src.utils.auth import verify_credentials\nfrom src.services.db import get_db\nfrom src.services.mcp import McpService\nTAG = \"Tool\"\nrouter = APIRouter(tags=[TAG])", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/tool.py", + "path": "backend/src/routes/v0/tool.py", + "sha": "8c4260f033550c78a7c9fc5e7ba0813398ad7fdc", + "size": 6450, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "0975ae09-abfa-48cc-a8cf-79d0f9d712a5": { + "id": "0975ae09-abfa-48cc-a8cf-79d0f9d712a5", + "vector": [ + -0.019378406926989555, + -0.012169533409178257, + -0.021076172590255737, + 0.01856931485235691, + 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responses={\n status.HTTP_200_OK: {\n \"description\": \"All tools.\",\n \"content\": {\n \"application/json\": {\n \"example\": tools_response\n }\n }\n }\n }\n)\ndef list_tools(username: str = Depends(verify_credentials)):\n return JSONResponse(\n content=tools_response,\n status_code=status.HTTP_200_OK\n )\n \n \n################################################################################\n### List MCP Info", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/tool.py", + "path": "backend/src/routes/v0/tool.py", + "sha": "8c4260f033550c78a7c9fc5e7ba0813398ad7fdc", + "size": 6450, + "type": "github_file", + "start_index": 504, + "chunk": 1 + } + }, + "3e3073a2-f233-4c66-8a44-791df8d99c0c": { + "id": "3e3073a2-f233-4c66-8a44-791df8d99c0c", + "vector": [ + -0.000863014196511358, + -0.012214037589728832, + -0.022233791649341583, + -0.011232065036892891, + 0.022949054837226868, + 0.01896055042743683, + -0.04092763364315033, + 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\"json_schema_extra\": {\"example\": MCP_REQ_BODY_EXAMPLE}\n }", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/tool.py", + "path": "backend/src/routes/v0/tool.py", + "sha": "8c4260f033550c78a7c9fc5e7ba0813398ad7fdc", + "size": 6450, + "type": "github_file", + "start_index": 1583, + "chunk": 3 + } + }, + "52a2f3fb-8adf-4cff-83b8-db0cc3a71fd3": { + "id": "52a2f3fb-8adf-4cff-83b8-db0cc3a71fd3", + "vector": [ + -0.006521811243146658, + 0.00558607280254364, + -0.03758075460791588, + 0.01809723861515522, + 0.006528112106025219, + 0.034455325454473495, + -0.012003913521766663, + 0.040580157190561295, + -0.01410223450511694, + 0.02471356838941574, + -0.01958433724939823, + -0.03006964549422264, + 0.024322889745235443, + 0.04446173831820488, + 0.02709544636309147, + -0.029893210157752037, + -0.06558358669281006, + 0.06538194417953491, + 0.015274270437657833, + 0.018311481922864914, + 0.025696566328406334, + 0.004224999342113733, + 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content={'error': str(e)},\n status_code=status.HTTP_500_INTERNAL_SERVER_ERROR\n )\n finally:\n await agent_session.cleanup()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/tool.py", + "path": "backend/src/routes/v0/tool.py", + "sha": "8c4260f033550c78a7c9fc5e7ba0813398ad7fdc", + "size": 6450, + "type": "github_file", + "start_index": 2721, + "chunk": 5 + } + }, + "4e21ca66-55ab-4ff8-83a9-8cd926a58b27": { + "id": "4e21ca66-55ab-4ff8-83a9-8cd926a58b27", + "vector": [ + 0.003028992796316743, + 0.023859335109591484, + -0.013289686292409897, + 0.004642074927687645, + 0.004039692226797342, + 0.008781129494309425, + -0.02110203541815281, + 0.003893753979355097, + 0.0018878807313740253, + -0.010321242734789848, + 0.023238321766257286, + 0.0005705560324713588, + 0.004204260651022196, + 0.010035576298832893, + 0.01546323299407959, + 0.006421278230845928, + -0.055295031517744064, + 0.030280612409114838, + -0.028690818697214127, + 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"https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/tool.py", + "path": "backend/src/routes/v0/tool.py", + "sha": "8c4260f033550c78a7c9fc5e7ba0813398ad7fdc", + "size": 6450, + "type": "github_file", + "start_index": 2997, + "chunk": 6 + } + }, + "5f344e9b-0975-4461-b0a5-76de99b2cf52": { + "id": "5f344e9b-0975-4461-b0a5-76de99b2cf52", + "vector": [ + -0.019440913572907448, + -0.017807023599743843, + -0.022542934864759445, + 0.016291532665491104, + 0.02744460105895996, + 0.0014755320735275745, + -0.012082492001354694, + 0.037508413195610046, + -0.01923963613808155, + 0.04643560200929642, + 0.022661332041025162, + 0.009803335182368755, + 0.013331588357686996, + 0.022341657429933548, + 0.01451556570827961, + 0.007855691947042942, + -0.05124255269765854, + 0.018695006147027016, + -0.005321979522705078, + -0.0538473017513752, + 0.0015228912234306335, + 0.026899971067905426, + 0.022389017045497894, + 0.017546549439430237, + 0.00242271414026618, + -0.010649878531694412, 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server error\",\n \"success\": False\n }\n }\n }\n }\n }\n)\nasync def invoke_tool(\n tool_id: str,\n request: ToolRequest, \n user: ProtectedUser = Depends(verify_credentials),\n db: Session = Depends(get_db)\n):\n \"\"\"\n Invoke a tool by executing it with the provided arguments.\n \"\"\"\n try:\n # Find the tool by id\n from src.tools import tools, dynamic_tools\n selected_tool = next((tool for tool in tools if tool.name == tool_id), None)\n \n if not selected_tool:\n return JSONResponse(\n content={\"error\": f\"Tool with id '{tool_id}' not found\", \"success\": False},\n status_code=status.HTTP_400_BAD_REQUEST\n )\n \n user_repo = UserRepo(db, user.id)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/tool.py", + "path": "backend/src/routes/v0/tool.py", + "sha": "8c4260f033550c78a7c9fc5e7ba0813398ad7fdc", + "size": 6450, + "type": "github_file", + "start_index": 4662, + "chunk": 8 + } + }, + 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JSONResponse(\n content={\n \"error\": error_message,\n \"traceback\": error_traceback if \"DEBUG\" in APP_LOG_LEVEL else None,\n \"success\": False\n },\n status_code=status.HTTP_500_INTERNAL_SERVER_ERROR\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/routes/v0/tool.py", + "path": "backend/src/routes/v0/tool.py", + "sha": "8c4260f033550c78a7c9fc5e7ba0813398ad7fdc", + "size": 6450, + "type": "github_file", + "start_index": 5563, + "chunk": 9 + } + }, + "4653d2cd-1c95-4144-bbaa-2b47b759b369": { + "id": "4653d2cd-1c95-4144-bbaa-2b47b759b369", + "vector": [ + -0.021684899926185608, + -0.0009638346964493394, + -0.016945816576480865, + 0.005526169668883085, + 0.005448841955512762, + 0.006506574805825949, + 0.015067857690155506, + 0.010301155969500542, + 0.020281953737139702, + 0.013907941989600658, + 0.008782219141721725, + -0.004739084281027317, + 0.00011953000648645684, + -0.017774326726794243, + 0.01144450157880783, + 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0.021861650049686432 + ], + "text": "import os\nimport httpx\nfrom typing import Any, Dict\nfrom pydantic import BaseModel\nfrom src.constants import APP_ENV\nfrom src.entities.auth import UserResponse\n\n\n# from src.models import ProtectedUser\nfrom src.utils.logger import logger\n\nAIRTABLE_API_KEY = os.getenv(\"AIRTABLE_API_KEY\")\nAIRTABLE_BASE_ID = os.getenv(\"AIRTABLE_BASE_ID\", \"app6sU4AprV9uZze6\")\nAIRTABLE_TABLE_ID = os.getenv(\"AIRTABLE_TABLE_ID\", \"Contacts\")\n\nclass AirtableUser(BaseModel):\n Name: str | None = None\n Email: str\n Phone: str | None = None\n # Message: str | None = None\n\nclass AirtableService:\n def __init__(self):\n self.api_key = AIRTABLE_API_KEY\n self.url = f\"https://api.airtable.com/v0/{AIRTABLE_BASE_ID}/{AIRTABLE_TABLE_ID}\"\n self.headers = {\n \"Authorization\": f\"Bearer {self.api_key}\",\n \"Content-Type\": \"application/json\",\n }", + "metadata": { + "source": 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asyncio\nfrom typing import AsyncGenerator, Generator, Callable\n\nfrom sqlalchemy import create_engine\nfrom sqlalchemy.ext.asyncio import AsyncSession, create_async_engine\nfrom sqlalchemy.orm import sessionmaker\nfrom psycopg_pool import ConnectionPool, AsyncConnectionPool\n\nfrom src.constants import DB_URI, CONNECTION_POOL_KWARGS\n\nMAX_CONNECTION_POOL_SIZE = None\n\n# SQLAlchemy engines\nengine = create_engine(DB_URI)\nSessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)\n\nASYNC_DB_URI = DB_URI.replace(\"postgresql://\", \"postgresql+asyncpg://\")\nasync_engine = create_async_engine(ASYNC_DB_URI)\nAsyncSessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=async_engine, class_=AsyncSession)\n\n# Session context managers\ndef get_db() -> Generator[SessionLocal, None, None]: # type: ignore\n \"\"\"Get a SQLAlchemy database session.\"\"\"\n db = SessionLocal()\n try:\n yield db\n finally:\n db.close()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/db.py", + "path": "backend/src/services/db.py", + "sha": "70d804a2b855d75c9e670ef47f3585d0e2651dbe", + "size": 3589, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "a7758a16-5dab-402a-9300-e05b93470ce3": { + "id": "a7758a16-5dab-402a-9300-e05b93470ce3", + "vector": [ + -0.021772164851427078, + -0.0016686696326360106, + -0.013518210500478745, + 0.02842697873711586, + -0.01350827794522047, + -0.005587063264101744, + 0.02648019790649414, + 0.008874739520251751, + -0.029579155147075653, + -0.0019405733328312635, + 0.0008175736293196678, + -0.015464991331100464, + 0.028268057852983475, + 0.003612967673689127, + 0.006629982031881809, + 0.022566769272089005, + -0.037525199353694916, + 0.000861649343278259, + -0.010538442991673946, + -0.013389087282121181, + 0.030294299125671387, + -0.011005273088812828, + 0.003168485825881362, + -0.004221336916089058, + 0.015653710812330246, + 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"async def get_async_db() -> AsyncGenerator[AsyncSessionLocal, None]: # type: ignore\n \"\"\"Get an async SQLAlchemy database session.\"\"\"\n db = AsyncSessionLocal()\n try:\n yield db\n finally:\n await db.close()\n\n# Connection pool context managers\n@contextlib.contextmanager\ndef get_connection_pool(max_size: int = MAX_CONNECTION_POOL_SIZE) -> Generator[ConnectionPool, None, None]:\n \"\"\"Get a psycopg connection pool with proper cleanup.\"\"\"\n pool = ConnectionPool(\n conninfo=DB_URI,\n max_size=max_size,\n kwargs=CONNECTION_POOL_KWARGS,\n )\n try:\n yield pool\n finally:\n if not pool.closed:\n pool.close()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/db.py", + "path": "backend/src/services/db.py", + "sha": "70d804a2b855d75c9e670ef47f3585d0e2651dbe", + "size": 3589, + "type": "github_file", + "start_index": 987, + "chunk": 1 + } + }, + "01678cf3-fd64-4516-ae27-336d33dadc08": { + "id": 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in constructor\n )\n try:\n # await pool.open() # Explicitly open the pool\n yield pool\n finally:\n if not pool.closed:\n await pool.close()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/db.py", + "path": "backend/src/services/db.py", + "sha": "70d804a2b855d75c9e670ef47f3585d0e2651dbe", + "size": 3589, + "type": "github_file", + "start_index": 1667, + "chunk": 2 + } + }, + "f597479d-89e6-4f9e-9fa7-855cd653e72d": { + "id": "f597479d-89e6-4f9e-9fa7-855cd653e72d", + "vector": [ + -0.016913404688239098, + 0.018926436081528664, + -0.012640648521482944, + 0.01693314127624035, + 0.010050351731479168, + 0.005155924241989851, + -0.01714036427438259, + 0.02070263959467411, + -0.02334721013903618, + 0.013962933793663979, + 0.023288002237677574, + -0.008575116284191608, + 0.011841357685625553, + -0.04191840440034866, + -0.0001100105291698128, + -0.0020821052603423595, + -0.03680688515305519, + 0.011634133756160736, + -0.030195461586117744, 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+ 0.002639635931700468, + -0.0067298379726707935, + -0.012956418097019196, + -0.00042123161256313324 + ], + "text": "# Direct pool creation for existing code that needs to be updated later\ndef create_async_pool(max_size: int = MAX_CONNECTION_POOL_SIZE) -> AsyncConnectionPool:\n \"\"\"Create an async connection pool (use within a try-finally block).\"\"\"\n return AsyncConnectionPool(\n conninfo=DB_URI,\n max_size=max_size,\n kwargs=CONNECTION_POOL_KWARGS,\n open=False # Ensure pool is not opened in constructor\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/db.py", + "path": "backend/src/services/db.py", + "sha": "70d804a2b855d75c9e670ef47f3585d0e2651dbe", + "size": 3589, + "type": "github_file", + "start_index": 2242, + "chunk": 3 + } + }, + "c8dc3d4b-d411-43b4-b88f-00b2da7dc3c3": { + "id": "c8dc3d4b-d411-43b4-b88f-00b2da7dc3c3", + "vector": [ + 0.005277089774608612, + 0.0021715224720537663, + -0.03117704577744007, + 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duration\n pool = create_async_pool()\n await pool.open()\n \n try:\n # Replace the pool in Agent instance (assuming first arg is self)\n if args and hasattr(args[0], 'pool'):\n original_pool = args[0].pool\n args[0].pool = pool\n \n # Call the original function with our long-lived pool\n result = await func(*args, **kwargs)\n return result\n finally:\n # Only close the pool when the entire response is done\n # if not pool.closed:\n # await pool.close()\n pass\n \n return wrapper", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/db.py", + "path": "backend/src/services/db.py", + "sha": "70d804a2b855d75c9e670ef47f3585d0e2651dbe", + "size": 3589, + "type": "github_file", + "start_index": 2671, + "chunk": 4 + } + }, + "5090e997-3e58-4910-8860-7f6849e19408": { + "id": "5090e997-3e58-4910-8860-7f6849e19408", + "vector": [ + -0.03148893639445305, + -0.024758080020546913, + -0.015692291781306267, + 0.004441583529114723, + 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+ -0.002305579837411642, + 0.0060003772377967834, + 0.0254755150526762, + 0.009124486707150936, + 0.00881794560700655, + 0.003057257505133748, + -0.018888143822550774, + 0.010154986754059792, + -0.00613408163189888, + 0.0070765321142971516, + 0.0022240530233830214, + 0.011015910655260086, + 0.00898752175271511, + 0.014113930985331535, + 0.014244373887777328, + -0.000321215862641111, + 0.030836721882224083, + 0.01806635409593582, + 0.01154420431703329, + 0.0019876251462846994, + -0.009457116946578026, + 0.0013541613006964326, + -0.018809879198670387, + -0.005260113626718521, + 0.027340849861502647 + ], + "text": "from langchain_mcp_adapters.client import MultiServerMCPClient\nfrom src.utils.logger import logger\nimport httpx\n\nclass McpService:\n def __init__(self):\n self.mcp_client = None\n self.agent = None\n \n async def setup(self, config: dict): \n try:\n self.mcp_client = MultiServerMCPClient(config)\n await self.mcp_client.__aenter__()\n except* Exception as e:\n for err in e.exceptions:\n logger.error(f\"Error setting up MCP client: {str(err)}\")\n raise err\n \n def tools(self):\n return self.mcp_client.get_tools()\n \n async def cleanup(self):\n if self.mcp_client:\n await self.mcp_client.__aexit__(None, None, None)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/mcp.py", + "path": "backend/src/services/mcp.py", + "sha": "8765bec8027ef750757011645553440b6c33c32f", + "size": 749, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "94c33983-0bcc-4031-8c9b-8092c156926f": { + "id": "94c33983-0bcc-4031-8c9b-8092c156926f", + "vector": [ + 0.03788956627249718, + 0.01675141602754593, + -0.024320237338542938, + 0.022831475362181664, + -0.021104056388139725, + -0.05977778136730194, + 0.03184359893202782, + 0.027456866577267647, + -0.0011371700093150139, + 0.017069624736905098, + -0.018478835001587868, + 0.01556949783116579, + 0.004412304610013962, + -0.024592988193035126, + 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access_token_url='https://github.com/login/oauth/access_token',\n access_token_params=None,\n refresh_token_url=None,\n redirect_uri=OAUTH_GITHUB_REDIRECT_URI,\n client_kwargs={'scope': 'user:email'},\n)\n# oauth.register(\n# name='azure',\n# client_id=OAUTH_AZURE_CLIENT_ID,\n# client_secret=OAUTH_AZURE_CLIENT_SECRET,\n# authorize_url='https://login.microsoftonline.com/{tenant}/oauth2/v2.0/authorize',\n# authorize_params=None,\n# access_token_url='https://login.microsoftonline.com/{tenant}/oauth2/v2.0/token',\n# access_token_params=None,\n# refresh_token_url=None,\n# redirect_uri=OAUTH_AZURE_REDIRECT_URI,\n# client_kwargs={'scope': 'https://graph.microsoft.com/User.Read'},\n# )\n# oauth.register(\n# name='google',", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/oauth.py", + "path": "backend/src/services/oauth.py", + "sha": "14924eef47d62dd794944850b6d86192d22cbe37", + "size": 5371, + "type": "github_file", + "start_index": 354, + 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server_metadata_url='https://accounts.google.com/.well-known/openid-configuration',\n# redirect_uri=OAUTH_GOOGLE_REDIRECT_URI,\n# client_kwargs={\n# 'scope': 'openid email profile'\n# }\n# )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/oauth.py", + "path": "backend/src/services/oauth.py", + "sha": "14924eef47d62dd794944850b6d86192d22cbe37", + "size": 5371, + "type": "github_file", + "start_index": 1300, + "chunk": 2 + } + }, + "245dc7f2-6aa0-4006-b88d-0dbc35c4d581": { + "id": "245dc7f2-6aa0-4006-b88d-0dbc35c4d581", + "vector": [ + -0.02181617170572281, + 0.03266477957367897, + -6.124274659669027e-05, + 0.0375656858086586, + -0.02128087915480137, + -0.008576586842536926, + -0.001322620315477252, + 0.02876308746635914, + -0.028953414410352707, + 0.02161394990980625, + -0.010081355459988117, + 0.021685322746634483, + -0.007785542402416468, + -0.023826494812965393, + 0.02161394990980625, + 0.019246764481067657, + 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OAUTH_GITHUB_CLIENT_ID,\n \"client_secret\": OAUTH_GITHUB_CLIENT_SECRET,\n \"code\": code,\n \"redirect_uri\": OAUTH_GITHUB_REDIRECT_URI \n }\n headers = {\"Accept\": \"application/json\"}\n response = requests.post(token_url, data=params, headers=headers)\n access_token = response.json().get(\"access_token\")\n # Use the access token to fetch the user's GitHub profile\n user_info = requests.get(\"https://api.github.com/user\", headers={", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/oauth.py", + "path": "backend/src/services/oauth.py", + "sha": "14924eef47d62dd794944850b6d86192d22cbe37", + "size": 5371, + "type": "github_file", + "start_index": 1692, + "chunk": 4 + } + }, + "cf76cddb-a49a-4b46-bbc9-208e1b2b3a3f": { + "id": "cf76cddb-a49a-4b46-bbc9-208e1b2b3a3f", + "vector": [ + 0.00809892825782299, + 0.02152658998966217, + -0.020804470404982567, + 0.0007182273548096418, + -0.00869654305279255, + -0.0249504242092371, + 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\"scope\": \"https://graph.microsoft.com/User.Read\"\n # }", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/oauth.py", + "path": "backend/src/services/oauth.py", + "sha": "14924eef47d62dd794944850b6d86192d22cbe37", + "size": 5371, + "type": "github_file", + "start_index": 2577, + "chunk": 5 + } + }, + "5a031ae1-3619-4bc9-9e64-156db985dcb4": { + "id": "5a031ae1-3619-4bc9-9e64-156db985dcb4", + "vector": [ + 0.0213300883769989, + 0.0027195862494409084, + -0.012481333687901497, + 0.020295903086662292, + -0.061016980558633804, + -0.0166633240878582, + 0.016249649226665497, + 0.0212266705930233, + -0.014517387375235558, + 0.020101992413401604, + -0.010781390592455864, + -0.04201380908489227, + -0.02196352742612362, + -0.012655852362513542, + 0.020554449409246445, + 0.029991397634148598, + -0.028621099889278412, + 0.0006528300000354648, + 0.03738582879304886, + 0.02975870482623577, + 0.002848859643563628, + -0.038264885544776917, + 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+ 0.00587870180606842 + ], + "text": "# \"scope\": \"https://graph.microsoft.com/User.Read\"\n # }\n # headers = {\"Content-Type\": \"application/x-www-form-urlencoded\"}\n # response = requests.post(token_url, data=params, headers=headers)\n # access_token = response.json().get(\"access_token\")\n # user_info = requests.get(\"https://graph.microsoft.com/v1.0/me\", headers={\n # \"Authorization\": f\"Bearer {access_token}\"\n # }).json()\n \n # return user_info\n \n # def _callback_from_google(self, code: str):\n # token_url = \"https://accounts.google.com/o/oauth2/token\"\n # params = {\n # \"client_id\": OAUTH_GOOGLE_CLIENT_ID,\n # \"client_secret\": OAUTH_GOOGLE_CLIENT_SECRET,\n # \"code\": code,\n # \"redirect_uri\": OAUTH_GOOGLE_REDIRECT_URI,\n # \"grant_type\": \"authorization_code\"\n # }\n # headers = {\"Content-Type\": \"application/x-www-form-urlencoded\"}", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/oauth.py", + 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data=params, headers=headers)\n # access_token = response.json().get(\"access_token\")\n # user_info = requests.get(\"https://www.googleapis.com/oauth2/v1/userinfo\", headers={\n # \"Authorization\": f\"Bearer {access_token}\"\n # }).json()\n \n # return {\n # **user_info,\n # 'username': user_info.get('name').lower().replace(\" \", \"_\"),\n # }\n \n def login(self, code: str):\n try:\n if self.provider == 'github':\n return self._callback_from_github(code)\n elif self.provider == 'azure':\n return self._callback_from_azure(code)\n elif self.provider == 'google':\n return self._callback_from_google(code)\n raise ValueError('Provider not found')\n except Exception as e:", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/oauth.py", + "path": "backend/src/services/oauth.py", + "sha": "14924eef47d62dd794944850b6d86192d22cbe37", + "size": 5371, + "type": "github_file", + "start_index": 4360, + "chunk": 7 + } + }, + 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0.023304441943764687, + -0.016767064109444618, + 0.01970626972615719, + 0.01926695741713047, + 0.025480080395936966, + 0.002081500831991434, + 0.00014365886454470456, + 0.018315115943551064, + 0.019769027829170227, + -0.00445849122479558, + 0.002907825168222189, + -0.013325789012014866, + 0.011223368346691132, + -0.0173946525901556, + 0.003634781576693058, + -0.0052194418385624886, + 0.025019848719239235, + -0.0036400114186108112, + 0.012635442428290844, + -0.004960561636835337, + -0.019465694203972816, + -0.00551231624558568, + 0.025689275935292244, + 0.005711052566766739, + -0.006270652171224356, + 0.0039694951847195625, + 0.011652220971882343 + ], + "text": "\"\"\"Storage Service using MinIO\"\"\"\nimport os\nfrom src.utils.logger import logger as logging\nimport datetime\nimport threading\nimport mimetypes\nfrom fastapi import UploadFile\nfrom minio import Minio\nfrom minio.error import S3Error\n\nfrom src.constants import MINIO_HOST, S3_REGION\n\nclass StorageService:\n\t\"\"\"Storage Service Class for MinIO\"\"\"\n\t_instance = None\n\n\tdef __new__(cls, *args, **kwargs):\n\t\tif not cls._instance:\n\t\t\tcls._instance = super(StorageService, cls).__new__(cls)\n\t\treturn cls._instance\n\n\tdef __init__(self, access_key_id, secret_access_key, minio_server: str = None):\n\t\tself.minio_server = minio_server if minio_server else (MINIO_HOST or f\"s3.{S3_REGION}.amazonaws.com\")\n\t\tself.access_key_id = access_key_id\n\t\tself.secret_access_key = secret_access_key\n\t\tself.client = Minio(\n\t\t\tendpoint=self.minio_server,\n\t\t\taccess_key=self.access_key_id,\n\t\t\tsecret_key=self.secret_access_key,\n\t\t\tsecure=False if MINIO_HOST else True,\n\t\t)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/storage.py", + "path": "backend/src/services/storage.py", + "sha": "dd5cfc8c7c08ee402414003a9ece54b3211d670d", + "size": 7858, + "type": "github_file", + "start_index": 0, + "chunk": 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self.client.list_objects(bucket, prefix=prefix, recursive=True)\n\t\t\tfor obj in objects:\n\t\t\t\tfiles.append(obj)\n\t\texcept S3Error as err:\n\t\t\tlogging.error(\"Error retrieving files: %s\", err)\n\t\treturn files", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/storage.py", + "path": "backend/src/services/storage.py", + "sha": "dd5cfc8c7c08ee402414003a9ece54b3211d670d", + "size": 7858, + "type": "github_file", + "start_index": 941, + "chunk": 1 + } + }, + "8572a6dc-b9f3-44f6-a779-feb37ea2e294": { + "id": "8572a6dc-b9f3-44f6-a779-feb37ea2e294", + "vector": [ + 0.007081163581460714, + 0.008651920594274998, + -0.024563582614064217, + -0.004293160513043404, + 0.017755752429366112, + 0.03087576851248741, + 0.006042495835572481, + -0.001191734685562551, + -0.043033648282289505, + 0.006847918964922428, + -0.017886953428387642, + -0.03609461709856987, + 0.002445424906909466, + 0.027420829981565475, + 0.004030759911984205, + 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os.path.basename(obj.object_name),\n\t\t\t\t\t\"size\": obj.size,\n\t\t\t\t\t\"content_type\": mimetypes.guess_type(obj.object_name)[0] or 'application/octet-stream',\n\t\t\t\t\t\"object_name\": obj.object_name,\n\t\t\t\t\t\"last_modified\": obj.last_modified.isoformat(),\n\t\t\t\t\t\"etag\": obj.etag,\n\t\t\t\t\t\"directory\": os.path.dirname(obj.object_name)\n\t\t\t\t}\n\t\t\t\tfiles.append(file_info)\n\t\texcept S3Error as err:", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/storage.py", + "path": "backend/src/services/storage.py", + "sha": "dd5cfc8c7c08ee402414003a9ece54b3211d670d", + "size": 7858, + "type": "github_file", + "start_index": 1290, + "chunk": 2 + } + }, + "a04543f8-a38a-41d2-9cd6-8d3e6fc4bea6": { + "id": "a04543f8-a38a-41d2-9cd6-8d3e6fc4bea6", + "vector": [ + -0.008314186707139015, + 0.028726546093821526, + -0.009261506609618664, + -0.013812875375151634, + 0.008684647269546986, + 0.03825266659259796, + 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from a bucket\"\"\"\n\t\ttry:\n\t\t\tself.client.remove_object(bucket, path)\n\t\texcept S3Error as err:\n\t\t\tlogging.error(\"Error deleting file %s: %s\", path, err)\n\t\t\traise ValueError(f\"Failed to delete file: {err}\") from err\n\n\tdef upload_file(self, upload_file: UploadFile, bucket, directory=None, object_name=None):\n\t\t\"\"\"Upload a file to a MinIO bucket asynchronously with appropriate content type\"\"\"\n\t\tif object_name is None:\n\t\t\tobject_name = upload_file.filename\n\n\t\tcontent_type = upload_file.content_type\n\t\tif content_type is None:\n\t\t\tcontent_type = 'application/octet-stream' # Default MIME type if unknown", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/storage.py", + "path": "backend/src/services/storage.py", + "sha": "dd5cfc8c7c08ee402414003a9ece54b3211d670d", + "size": 7858, + "type": "github_file", + "start_index": 2357, + "chunk": 4 + } + }, + "14213564-0c2b-4111-b86b-751fbe6101f7": { + 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upload_file.size,\n\t\t\t\t\tcontent_type=content_type\n\t\t\t\t)\n\t\t\t\tlogging.info(f\"Successfully uploaded {upload_file.filename} to {object_name}\")\n\t\t\texcept S3Error as err:\n\t\t\t\tlogging.error(\"Error uploading file %s: %s\", upload_file.filename, err)\n\n\t\tthread = threading.Thread(target=upload_action)\n\t\tthread.start()\n\t\treturn thread", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/storage.py", + "path": "backend/src/services/storage.py", + "sha": "dd5cfc8c7c08ee402414003a9ece54b3211d670d", + "size": 7858, + "type": "github_file", + "start_index": 3297, + "chunk": 5 + } + }, + "82bbba5d-b4a8-4bf2-b9eb-3b05450ead38": { + "id": "82bbba5d-b4a8-4bf2-b9eb-3b05450ead38", + "vector": [ + -0.01036854088306427, + -0.014430345967411995, + -0.02104147896170616, + 0.02657770924270153, + 0.01658015325665474, + 0.034834492951631546, + -0.018016528338193893, + 0.020337561145424843, + -0.027129430323839188, + 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directory=directory)\n\t\t\tthreads.append(thread)\n\t\t\n\t\tfor thread in threads:\n\t\t\tthread.join()\n \n\t\treturn [{\"filename\": file.filename, \"size\": file.size, \"content_type\": file.content_type} for file in files]\n \n\tdef create_presigned_urls(self, bucket, object_names, expiration=3600, response_content_type=None, inline=True):\n\t\t\"\"\"\n\t\tGenerate presigned URLs for a list of objects, optionally setting response content type and disposition.", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/storage.py", + "path": "backend/src/services/storage.py", + "sha": "dd5cfc8c7c08ee402414003a9ece54b3211d670d", + "size": 7858, + "type": "github_file", + "start_index": 3801, + "chunk": 6 + } + }, + "4a8896d2-7ca1-4ec8-9e15-22eb10496352": { + "id": "4a8896d2-7ca1-4ec8-9e15-22eb10496352", + "vector": [ + -0.03149327635765076, + 0.01923981122672558, + -0.024741366505622864, + 0.03794822469353676, + 0.06445571780204773, + 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{}\n\t\texpiration_delta = datetime.timedelta(seconds=expiration)\n\t\tfor object_name in object_names:\n\t\t\tresponse_headers = {}\n\t\t\tif response_content_type:\n\t\t\t\tresponse_headers['response-content-type'] = response_content_type\n\t\t\tif inline:\n\t\t\t\tresponse_headers['response-content-disposition'] = 'inline'\n\t\t\telse:\n\t\t\t\tresponse_headers['response-content-disposition'] = 'attachment'", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/storage.py", + "path": "backend/src/services/storage.py", + "sha": "dd5cfc8c7c08ee402414003a9ece54b3211d670d", + "size": 7858, + "type": "github_file", + "start_index": 4735, + "chunk": 7 + } + }, + "d548aae8-3ebe-4fa8-af62-21bfc3d23b6a": { + "id": "d548aae8-3ebe-4fa8-af62-21bfc3d23b6a", + "vector": [ + -0.032084397971630096, + 0.003922983072698116, + -0.02556944265961647, + 0.02309422753751278, + 0.034629665315151215, + 0.008686604909598827, + -0.022545477375388145, + 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FastAPI UploadFile objects\n\t\t:param bucket: Bucket to upload to\n\t\t:param prefix: Optional prefix for organizing files\n\t\t:param expiration: Expiration time for presigned URLs in seconds\n\t\t:param include_presigned: Whether to include presigned URLs in the response\n\t\t:return: List of dictionaries containing file info and URLs\n\t\t\"\"\"\n\t\t# First upload all files\n\t\tupload_results = self.upload_files(files, bucket, prefix)\n\t\t\n\t\t# Get object names and generate URLs for all uploaded files\n\t\tobject_names = []\n\t\tfor file in files:\n\t\t\textension = os.path.splitext(file.filename)[1].lower()\n\t\t\tdirectory = f\"{prefix}/{extension.strip('.')}\" if prefix else extension.strip('.')\n\t\t\tobject_name = os.path.join(directory, file.filename)\n\t\t\tobject_names.append(object_name)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/storage.py", + "path": "backend/src/services/storage.py", + "sha": 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+ 0.04198521003127098 + ], + "text": "object_name = os.path.join(directory, file.filename)\n\t\t\tobject_names.append(object_name)\n\t\t\n\t\t# Generate presigned URLs if requested\n\t\tpresigned_urls = {}\n\t\tif include_presigned:\n\t\t\tpresigned_urls = self.create_presigned_urls(bucket, object_names, expiration=expiration)\n\t\t\n\t\t# Combine results with direct URLs and optional presigned URLs\n\t\tresults = []\n\t\tfor upload_info, object_name in zip(upload_results, object_names):\n\t\t\t# Generate direct URL using the MinIO server endpoint\n\t\t\tdirect_url = f\"{self.minio_server}/{bucket}/{object_name}\"\n\t\t\tif direct_url.startswith('http://localhost'):\n\t\t\t\t# Replace localhost with your actual domain if needed\n\t\t\t\tdirect_url = direct_url.replace('http://localhost', 'http://127.0.0.1')\n\t\t\t\n\t\t\tresult = {\n\t\t\t\t**upload_info,\n\t\t\t\t\"object_name\": object_name,\n\t\t\t\t\"directory\": os.path.dirname(object_name),\n\t\t\t\t\"url\": \"https://\" + direct_url # Direct URL without authentication\n\t\t\t}\n\t\t\tif include_presigned:", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/services/storage.py", + "path": "backend/src/services/storage.py", + "sha": "dd5cfc8c7c08ee402414003a9ece54b3211d670d", + "size": 7858, + "type": "github_file", + "start_index": 6808, + "chunk": 10 + } + }, + "7a636de9-8266-4425-9bb2-579730edf2b7": { + "id": "7a636de9-8266-4425-9bb2-579730edf2b7", + "vector": [ + -0.00843387097120285, + -0.01471010223031044, + -0.01761874370276928, + 0.05364299565553665, + 0.002723872195929289, + 0.009888192638754845, + -0.003379508852958679, + 0.03321097418665886, + -0.025963211432099342, + 0.05497811362147331, + 0.023793648928403854, + 0.029539410024881363, + -0.018000205978751183, + -0.03232884779572487, + -0.030993731692433357, + -0.023567156866192818, + -0.023114170879125595, + -0.003653684165328741, + 0.014876991510391235, + -0.027298325672745705, + 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selected_tools]\n if len(filtered_tools) == 0:\n raise ValueError(f\"No tools found by the names: {selected_tools.join(', ')}\")\n return filtered_tools", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/__init__.py", + "path": "backend/src/tools/__init__.py", + "sha": "35eaa79ed5663143437e297ddd8d4ea533e54ecc", + "size": 2495, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "89f53934-2e68-41bf-ac4d-5b1d3cd3f0c2": { + "id": "89f53934-2e68-41bf-ac4d-5b1d3cd3f0c2", + "vector": [ + -0.021655311807990074, + -0.0026782280765473843, + -0.02493073046207428, + 0.014478599652647972, + 0.015417413786053658, + 0.03536199778318405, + -0.03565407171845436, + -0.002120155142620206, + 0.003770903218537569, + -0.006639502011239529, + -0.019120514392852783, + -0.0441451258957386, + -0.020810378715395927, + 0.042935099452733994, + 0.004355054348707199, + 0.005841509904712439, + -0.056954722851514816, + 0.03780291602015495, + 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tool['tags'] = [\"sql\"]\n elif tool['id'] == \"search_engine\":\n tool['tags'] = [\"search\"]\n elif tool['id'] == \"retrieval_query\" or tool['id'] == \"retrieval_add\" or tool['id'] == \"retrieval_load\":\n tool['tags'] = [\"retrieval\"]\n # elif tool['id'] == \"get_stock_price\" or tool['id'] == \"get_stock_info\" or tool['id'] == \"get_stock_news\" or tool['id'] == \"get_stock_history\" or tool['id'] == \"get_stock_dividends\" or tool['id'] == \"get_stock_actions\" or tool['id'] == \"get_stock_financials\" or tool['id'] == \"get_stock_recommendations\" or tool['id'] == \"get_stock_holders\":\n # tool['tags'] = [\"finance\"] \n return tool", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/__init__.py", + "path": "backend/src/tools/__init__.py", + "sha": "35eaa79ed5663143437e297ddd8d4ea533e54ecc", + "size": 2495, + "type": "github_file", + "start_index": 1535, + "chunk": 2 + } + }, + "9626f116-dcea-43c9-aef1-d9ff4cf4716c": { + "id": 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tools]", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/agent.py", + "path": "backend/src/tools/agent.py", + "sha": "f06731405051e446f2f3531804e4a5654367a0b0", + "size": 2332, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "c0a71a64-612b-4593-bcb5-3316a073d90d": { + "id": "c0a71a64-612b-4593-bcb5-3316a073d90d", + "vector": [ + 0.011663347482681274, + -0.021679436787962914, + -0.005097981076687574, + -0.0065653664059937, + 0.011284667067229748, + 0.011843220330774784, + 0.00881851278245449, + 0.01331060566008091, + -0.002275630831718445, + 0.02610999345779419, + 0.018242914229631424, + -0.02237999439239502, + 0.006678970530629158, + 0.040783848613500595, + 0.0065322318114340305, + 0.03625861927866936, + -0.03364572674036026, + 0.01844172179698944, + -0.0089179165661335, + -0.05418912321329117, + 0.006868310272693634, + -0.00039288061088882387, + 0.008383031003177166, + 0.03341851755976677, + -0.001745478599332273, 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"https://github.com/enso-labs/cloud/blob/development/backend/src/tools/agent.py", + "path": "backend/src/tools/agent.py", + "sha": "f06731405051e446f2f3531804e4a5654367a0b0", + "size": 2332, + "type": "github_file", + "start_index": 351, + "chunk": 1 + } + }, + "fc338607-a5ac-4ff9-b76f-75f6a5b5529d": { + "id": "fc338607-a5ac-4ff9-b76f-75f6a5b5529d", + "vector": [ + 0.0066456906497478485, + -0.045854270458221436, + -0.009920522570610046, + -0.021880779415369034, + 0.007701981347054243, + 0.005430459510535002, + 0.005953637883067131, + 0.03772182762622833, + -0.03565560281276703, + 0.0163046233355999, + 0.020198659971356392, + -0.021165547892451286, + -0.00902648363262415, + 0.02176157385110855, + -0.026105942204594612, + 0.03809268772602081, + -0.0451655313372612, + 0.03965559974312782, + 0.0037185403052717447, + -0.0379602387547493, + -0.00033795504714362323, + -0.00921853631734848, + -0.004923837725073099, + 0.03480792045593262, + 0.00700661726295948, + -0.0008100159466266632, + 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+ 0.01234436221420765, + -0.006692048162221909, + -0.024728458374738693, + -0.03411918133497238, + 0.00024813725030981004, + -0.00913244392722845, + 0.009821184910833836, + 0.023284751921892166, + 0.0010231781052425504, + 0.001533111440949142, + 0.012701977975666523, + 0.01972183957695961, + 0.022516539320349693, + 0.03292712941765785, + -0.003347679739817977, + -0.0008435424533672631, + -0.015456942841410637, + -0.029165541753172874, + 0.011788071133196354, + -0.003382447874173522, + 0.02007945626974106, + -0.015999987721443176, + 0.005552975926548243, + 0.005596022587269545, + 0.01138409785926342, + 0.0030397328082472086, + -0.009655621834099293, + 0.018397336825728416, + 0.0007243372383527458, + 0.01401323452591896, + -0.014264889992773533, + -0.0018245020182803273, + 0.010894032195210457, + -0.0015057936543598771, + -0.017668861895799637, + -0.010523171164095402 + ], + "text": "tools=[\"weather_query\"]\n )\n \"\"\"\n try:\n from src.services.db import get_connection_pool\n from src.utils.agent import Agent\n \n unique_id = str(uuid.uuid4())\n logger.info(f\"Agent Builder Request:\\n\"\n f\"Thread ID: {thread_id or unique_id}\\n\"\n f\"System: {system}\\n\"\n f\"Tools: {', '.join(tools)}\\n\"\n f\"Query: {query}\\n\")\n \n with get_connection_pool() as pool:\n agent = Agent(thread_id or unique_id, pool)\n agent.builder(tools=tools)\n messages = agent.messages(query, system if not (thread_id or unique_id) else None)\n response = agent.process(messages, False)\n data = json.loads(response.body.decode('utf-8'))\n return {\n \"thread_id\": thread_id,\n \"answer\": data.get('answer').get('content')\n }\n except Exception as e:", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/agent.py", + "path": "backend/src/tools/agent.py", + "sha": "f06731405051e446f2f3531804e4a5654367a0b0", + "size": 2332, + "type": "github_file", + "start_index": 1266, + "chunk": 2 + } + }, + "1358805a-362b-4433-ad4f-0860e18c603a": { + "id": 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dict = {\"k\": 10}):\n \"\"\"Query the vector store. Search type can be 'mmr' or 'similarity'. Search kwargs is a dictionary of kwargs for the search type.\"\"\"\n loaded_vector_store = VectorStore().load_vector_store()\n vector_store = VectorStore(loaded_vector_store)\n return vector_store.retrieve(query, search_type, search_kwargs)\n\n@tool\ndef retrieval_add(docs: list[Document]):\n \"\"\"Add documents to the vector store.\n \n Example:\n\n .. code-block:: python\n\n from langchain_core.documents import Document", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/retrieval.py", + "path": "backend/src/tools/retrieval.py", + "sha": "2c0fff655325fa93c091f2c184c9c258f646497e", + "size": 1195, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "610ec6be-fe5f-48e6-b0ee-f8d93d098ab4": { + "id": "610ec6be-fe5f-48e6-b0ee-f8d93d098ab4", + "vector": [ + -0.004183673299849033, + 0.018479641526937485, + -0.011625986546278, + 0.043897032737731934, + -0.043560657650232315, + -0.009103168733417988, + 0.04499025642871857, + 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0.005676340777426958, + 0.0007831247639842331, + 0.012077991850674152, + -0.00575517863035202, + -0.009339682757854462, + -0.010296251624822617, + 0.02520715817809105, + 0.0009782490087673068, + -0.005660573020577431, + -0.0273725762963295, + -0.01570454239845276, + -0.009875781834125519, + -0.00970233790576458, + -0.02707824669778347, + -0.009639267809689045, + 0.010432903654873371, + 0.0016135524492710829, + -0.0036528303753584623, + -0.004357117228209972 + ], + "text": ".. code-block:: python\n\n from langchain_core.documents import Document\n\n document = Document(\n page_content=\"Hello, world!\",\n metadata={\"source\": \"https://example.com\"}\n )\n \"\"\"\n return VectorStore().add_docs(docs)\n\n@tool\ndef retrieval_load(path: str = DEFAULT_VECTOR_STORE_PATH):\n \"\"\"Load the vector store from a file.\"\"\"\n vector_store = VectorStore()\n return vector_store.load_vector_store(path)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/retrieval.py", + "path": "backend/src/tools/retrieval.py", + "sha": "2c0fff655325fa93c091f2c184c9c258f646497e", + "size": 1195, + "type": "github_file", + "start_index": 721, + "chunk": 1 + } + }, + "91eabac3-9ec6-4cca-b6f7-fca6535a4711": { + "id": "91eabac3-9ec6-4cca-b6f7-fca6535a4711", + "vector": [ + -0.0009879665449261665, + 0.0047380742616951466, + -0.015109770931303501, + -0.010736163705587387, + -0.01480778306722641, + 0.04327788203954697, + 0.011100631207227707, + 0.013047927059233189, + -0.0365300327539444, + 0.021139100193977356, + -0.002207630081102252, + 0.003230741713196039, + -0.034280747175216675, + 0.004870844539254904, + 0.026449907571077347, + 0.03784211352467537, + -0.03253130614757538, + -0.007481991779059172, + -0.006284456700086594, + -0.009340775199234486, + -0.00841919332742691, + -0.022159608080983162, + -0.032947838306427, + 0.003649879014119506, + 0.021722247824072838, + 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import tool\nfrom langchain_core.tools import ToolException\nfrom langchain_community.utilities import SearxSearchWrapper\n\n@tool\ndef search_engine(\n query: str, # The search query.\n num_results: int = 10, # The number of results to return. Defaults to 5.\n engines: list = [], # The list of search engines to use. Defaults to None.\n categories: list = [], # The list of search categories to use. Defaults to None.\n language: str = \"en\", # The language to use for the search. Defaults to None.\n) -> list: # The search results.\n \"\"\"\n Rewrite the users original query to be more specific and concise.", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/search.py", + "path": "backend/src/tools/search.py", + "sha": "839c24f41643eab493431bdcf1a7a75b59698922", + "size": 1743, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "10e1bf82-8eba-4e3e-9156-229635a673bc": { + "id": "10e1bf82-8eba-4e3e-9156-229635a673bc", + "vector": [ + 0.027041738852858543, + 0.020532455295324326, + -0.01170432474464178, + -0.005773033015429974, + -0.03933093696832657, + 0.04392734542489052, + 0.007864811457693577, + 0.0045413607731461525, + -0.010231823660433292, + 0.009254742413759232, + -0.011656159535050392, + -0.024482062086462975, + -0.038642849773168564, + 0.006075790151953697, + 0.022280190140008926, + 0.02474353462457657, + -0.02669769711792469, + -0.022417807951569557, + -0.006388868670910597, + 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Defaults to 5.\n engines (list, optional): The list of search engines to use. Defaults to None.\n categories (list, optional): The list of search categories to use. Defaults to None.\n language (str, optional): The language to use for the search. Defaults to None.\n\n Returns:\n list: The search results.", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/search.py", + "path": "backend/src/tools/search.py", + "sha": "839c24f41643eab493431bdcf1a7a75b59698922", + "size": 1743, + "type": "github_file", + "start_index": 653, + "chunk": 1 + } + }, + "c853b25b-67f4-4342-bfc2-90231ec32e6f": { + "id": "c853b25b-67f4-4342-bfc2-90231ec32e6f", + "vector": [ + 0.006868835538625717, + 0.05244723707437515, + -0.013659438118338585, + 0.0071387384086847305, + -0.0010884131770581007, + 0.005707079079002142, + -0.006012186873704195, + 0.0193704292178154, + -0.039085082709789276, + -0.001623329590074718, + -0.010162434540688992, + -0.016898274421691895, + -0.018791506066918373, + 0.034704048186540604, + 0.0015186932869255543, + 0.011617563664913177, + -0.02561340294778347, + -0.0012957298895344138, + -0.03395301476120949, + -0.0053628552705049515, + -0.01741461083292961, + 0.022045988589525223, + 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results.\n\n Raises:\n ToolException: If SEARX_SEARCH_HOST_URL is not provided.\n \"\"\"\n from src.constants import SEARX_SEARCH_HOST_URL\n # Check if SEARX_SEARCH_HOST_URL is provided.\n if not SEARX_SEARCH_HOST_URL:\n raise ToolException(\"No SEARX_SEARCH_HOST_URL provided\")\n \n # Create a SearxSearchWrapper instance.\n searx = SearxSearchWrapper(searx_host=SEARX_SEARCH_HOST_URL)\n \n # Perform the search and return the results.\n results = searx.results(\n query=query,\n num_results=num_results,\n engines=engines,\n categories=categories,\n language=language\n )\n return results", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/search.py", + "path": "backend/src/tools/search.py", + "sha": "839c24f41643eab493431bdcf1a7a75b59698922", + "size": 1743, + "type": "github_file", + "start_index": 1056, + "chunk": 2 + } + }, + "ff3d9f73-268b-4c04-9aac-f47524778142": { + "id": "ff3d9f73-268b-4c04-9aac-f47524778142", + "vector": [ + 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Accepts multiple commands as a list of strings. \n Each command is executed sequentially inside the specified container. Avoid interactive commands.\"\"\"\n import requests\n \n # Run the commands sequentially\n outputs = []\n \n user_repo = shell_exec.metadata['user_repo']\n url = await user_repo.get_token(key=UserTokenKey.SHELL_EXEC_SERVER_URL.name)\n if not url:\n raise ToolException(\"SHELL_EXEC_SERVER_URL is not set, see user settings.\")\n \n for command in commands:\n try:\n response = requests.post(url, json={\"cmd\": command})\n output = response.text\n outputs.append(output)\n logger.debug(output)\n except ToolException as e:\n logger.error(f\"Error executing command: {command}\")\n outputs.append(f\"Error executing command: {command} Error: {e}\")", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/shell.py", + "path": "backend/src/tools/shell.py", + "sha": "3b61de123ba442b74f2c92c7334a03a92e687331", + "size": 1175, + "type": "github_file", + "start_index": 162, + "chunk": 1 + } + }, + "88c0acb8-ccbc-4f1c-948f-055871e339ca": { + "id": 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SQLDatabaseToolkit\nfrom langchain_community.agent_toolkits.sql.base import create_sql_agent\nfrom langchain_community.utilities import SQLDatabase\nfrom langchain_experimental.sql import SQLDatabaseChain\n\nfrom src.constants import *\nfrom src.utils.logger import logger\nfrom src.utils.llm import LLMWrapper\nfrom src.constants.llm import ModelName\n@tool\ndef sql_query_read(question: str):\n \"\"\"Execute a read-only query against a PostgreSQL database based on a natural language question.\n\n Args:\n question (str): A natural language question about the data (e.g., \"How many users signed up last week?\")\n The question will be converted to a SELECT query automatically.", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/sql.py", + "path": "backend/src/tools/sql.py", + "sha": "57fd08dd3a7d22eff8d712489c387328a01cee53", + "size": 3194, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + 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intermediate_steps: Steps showing question-to-SQL conversion and execution\n \"\"\"\n try:\n logger.info(f\"Running READ SQL query: {question}\")\n db = SQLDatabase.from_uri(DB_URI_SANDBOX, engine_args={\"pool_size\": 20})\n user_repo = sql_query_read.metadata['user_repo']\n llm = LLMWrapper(\n model_name=ModelName.OPENAI_GPT_4O_MINI,\n api_key=OPENAI_API_KEY, \n tools=[],\n user_repo=user_repo\n )\n toolkit = SQLDatabaseToolkit(db=db, llm=llm.model)\n agent = create_sql_agent(\n llm=llm.model, \n toolkit=toolkit, \n verbose=True if APP_LOG_LEVEL == \"DEBUG\" else False\n )\n \n response = agent.invoke(question)\n return response.get('output', 'Received empty response from SQL query')\n except ToolException as e:", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/sql.py", + "path": "backend/src/tools/sql.py", + "sha": "57fd08dd3a7d22eff8d712489c387328a01cee53", + "size": 3194, + "type": "github_file", + "start_index": 813, + "chunk": 1 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query against a PostgreSQL database based on a natural language request.\n\n Args:\n question (str): A natural language request to modify data (e.g., \"Delete all inactive users\" or \n \"Update John's email to john@example.com\")\n The request will be converted to an INSERT, UPDATE, or DELETE query automatically.", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/sql.py", + "path": "backend/src/tools/sql.py", + "sha": "57fd08dd3a7d22eff8d712489c387328a01cee53", + "size": 3194, + "type": "github_file", + "start_index": 1881, + "chunk": 3 + } + }, + "c21763ea-98fd-4469-81bc-070dde377199": { + "id": "c21763ea-98fd-4469-81bc-070dde377199", + "vector": [ + 0.00042126307380385697, + -0.010876025073230267, + -0.019391514360904694, + 0.035505589097738266, + 0.021147284656763077, + 0.0012656181352213025, + 0.031038127839565277, + 0.04213850200176239, + -0.04221653565764427, + 0.013958378694951534, + 0.05446791648864746, + 0.0009162929491139948, 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0.01941102184355259, + 0.001616772380657494, + 0.03347669914364815, + -0.033535223454236984, + 0.012553761713206768, + 0.029282357543706894, + -0.008047283627092838, + -0.0068475063890218735, + -0.010915042832493782, + 0.01105160266160965, + -0.001764305867254734, + -0.0072913262993097305, + -0.005774535238742828, + -0.009008079767227173, + -0.0060281469486653805, + -0.03995354101061821, + -0.022376324981451035, + 0.009032465517520905 + ], + "text": "Returns:\n dict: Response containing:\n - input: Original question\n - output: Query results\n - intermediate_steps: Steps showing question-to-SQL conversion and execution\n \"\"\"\n try:\n logger.info(f\"Running WRITE SQL query: {question}\")\n db = SQLDatabase.from_uri(DB_URI_SANDBOX, engine_args={\"pool_size\": 20})\n user_repo = sql_query_write.metadata['user_repo']\n llm = LLMWrapper(\n model_name=ModelName.ANTHROPIC_CLAUDE_3_7_SONNET_LATEST,\n api_key=ANTHROPIC_API_KEY, \n tools=[],\n user_repo=user_repo\n )\n db_chain = SQLDatabaseChain.from_llm(llm.model, db)\n \n response = db_chain.invoke(question)\n return response\n except ToolException as e:\n logger.error(f\"Error running SQL query (WRITE): {str(e)}\")\n raise e", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/tools/sql.py", + "path": "backend/src/tools/sql.py", + "sha": "57fd08dd3a7d22eff8d712489c387328a01cee53", + "size": 3194, + "type": "github_file", + "start_index": 2324, + "chunk": 4 + } + }, + "4e0f9ae3-f2b4-45f2-9310-615c555b1250": { + "id": "4e0f9ae3-f2b4-45f2-9310-615c555b1250", + "vector": [ + 0.011284973472356796, + 0.01650993898510933, + -0.021031087264418602, + 0.030061451718211174, + -0.0032536748331040144, + -0.024240026250481606, + -0.0188838392496109, + 0.01671273447573185, + 0.005490390118211508, + 0.011284973472356796, + 0.02717459760606289, + -0.009227195754647255, + -0.007246956694871187, + -0.012209482491016388, + 0.03881744667887688, + 0.008708277717232704, + 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pydantic import BaseModel\nfrom src.utils.format import get_base64_image\nimport sys", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "33a6798f-96c4-45fb-a4f0-3a3dc9f3e248": { + "id": "33a6798f-96c4-45fb-a4f0-3a3dc9f3e248", + "vector": [ + 0.0006795582012273371, + -0.010980457998812199, + -0.009696452878415585, + 0.028235463425517082, + -0.006616105791181326, + -0.016217680647969246, + -0.020999494940042496, + 0.010145538486540318, + 0.004278962966054678, + -0.029804101213812828, + 0.03306787833571434, + 0.0012847958132624626, + -0.020708536729216576, + -0.012074708938598633, + 0.022542830556631088, + -0.0030835100915282965, + -0.022150671109557152, + 0.03906412050127983, + 0.003817227203398943, + 0.007716681342571974, + 0.028463169932365417, + 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-0.001109271659515798, + 0.01132991909980774, + 0.003092007478699088, + 0.008009080775082111, + -0.004057561978697777, + 0.004704986233264208, + 0.030741475522518158, + -0.011776418425142765, + 0.015415387228131294, + 0.016464659944176674, + -0.011067600920796394, + 0.0023873758036643267, + -0.002323191612958908 + ], + "text": "class Agent:\n def __init__(self, config: dict, user_repo: UserRepo = None):\n self.connection_kwargs = {\n \"autocommit\": True,\n \"prepare_threshold\": 0,\n }\n self.user_id = config.get(\"user_id\", None)\n self.thread_id = config.get(\"thread_id\", None)\n self.agent_id = config.get(\"agent_id\", None)\n self.config = {\"configurable\": config}\n self.graph = None\n self.pool: AsyncConnection = None # Don't create pool in constructor\n self.user_repo = user_repo\n self.model_name = config.get(\"model_name\", None)\n self.llm: LLMWrapper = None\n self.tools = config.get(\"tools\", [])\n self.checkpointer = None\n self.agent_session = McpService()\n \n def _checkpointer(self):\n checkpointer = PostgresSaver(self.pool)\n checkpointer.setup()\n return checkpointer", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 1063, + "chunk": 2 + } + }, + "917e356b-0deb-47fe-9f62-de535836bf02": { + "id": "917e356b-0deb-47fe-9f62-de535836bf02", + "vector": [ + -0.0005526726599782705, + 0.034377627074718475, + -0.024025125429034233, + 0.009045368060469627, + 0.012535416521131992, + -0.00276295468211174, + 0.00943097285926342, + 0.02700539119541645, + -0.02052200585603714, + -0.006081441417336464, + 0.03189407289028168, + -0.02446955069899559, + -0.008378730155527592, + 0.024325765669345856, + 0.01603853516280651, + -0.0005751390126533806, + -0.03900488466024399, + 0.033096637576818466, + 0.012443916872143745, + -0.015489540062844753, + 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+ 0.0020952096674591303, + 0.004531156737357378 + ], + "text": "messages = [HumanMessage(content=content)]\n return messages\n \n async def create_pool(self):\n try:\n if not self.pool:\n # Use create_async_pool instead of the context manager\n # This way the pool stays alive outside this function\n self.pool = create_async_pool()\n await self.pool.open()\n except Exception as e:\n logger.exception(f\"Failed to create pool: {str(e)}\")\n raise e\n \n async def _acheckpointer(self):\n async with AsyncPostgresSaver.from_conn_string(DB_URI) as checkpointer:\n await checkpointer.setup()\n self.checkpointer = checkpointer\n return checkpointer\n \n async def list_threads(self, page=1, per_page=20, sort_order='desc'):\n try:\n user_threads = await self.user_repo.threads(page=page, per_page=per_page, sort_order=sort_order)\n threads = []", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + 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self.checkpointer.aget_tuple({\"configurable\": {\"thread_id\": str(thread.thread)}})\n if latest_checkpoint:\n messages = latest_checkpoint.checkpoint.get('channel_values', {}).get('messages')\n if isinstance(messages, list):\n thread = Thread(\n thread_id=latest_checkpoint.config.get('configurable', {}).get('thread_id'),\n checkpoint_ns=latest_checkpoint.config.get('configurable', {}).get('checkpoint_ns'),\n checkpoint_id=latest_checkpoint.config.get('configurable', {}).get('checkpoint_id'),\n messages=messages,\n ts=latest_checkpoint.checkpoint.get('ts'),", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 5462, + "chunk": 9 + } + }, + "aa731680-da8e-4fc1-9c36-763492e041e4": { + "id": "aa731680-da8e-4fc1-9c36-763492e041e4", + "vector": [ + 0.013121416792273521, + 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list_async_threads(self, page=1, per_page=20):\n try:\n user_threads = await self.user_repo.threads(page=page, per_page=per_page, sort_order='desc', agent=self.agent_id)\n threads = []\n if user_threads:\n async with AsyncPostgresSaver.from_conn_string(DB_URI) as checkpointer:\n for thread in user_threads:\n latest_checkpoint = await checkpointer.aget_tuple({\"configurable\": {\"thread_id\": str(thread.thread)}})", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 6394, + "chunk": 10 + } + }, + "e59646d7-95bc-4fdd-9e8c-8f89f00dadbb": { + "id": "e59646d7-95bc-4fdd-9e8c-8f89f00dadbb", + "vector": [ + 0.005207265727221966, + 0.019067462533712387, + -0.030443429946899414, + 0.0005008775624446571, + 0.011301534250378609, + -0.04004539176821709, + 0.004906428977847099, + 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0.010526182129979134, + 0.007406164892017841, + 0.00887623243033886, + -0.015110064297914505, + 0.005418161395937204, + -0.0033743330277502537, + 0.00417139520868659, + -0.013087945990264416, + -0.007201471831649542, + 0.010042361915111542, + 0.00927941594272852, + 0.0029649469070136547, + 0.0072759054601192474 + ], + "text": "if latest_checkpoint:\n messages = latest_checkpoint.checkpoint.get('channel_values', {}).get('messages')\n if isinstance(messages, list):\n thread = Thread(\n thread_id=latest_checkpoint.config.get('configurable', {}).get('thread_id'),\n checkpoint_ns=latest_checkpoint.config.get('configurable', {}).get('checkpoint_ns'),\n checkpoint_id=latest_checkpoint.config.get('configurable', {}).get('checkpoint_id'),\n messages=messages,\n ts=latest_checkpoint.checkpoint.get('ts'),\n v=latest_checkpoint.checkpoint.get('v')\n )\n threads.append(thread.model_dump())\n return threads\n except Exception as e:", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 7349, + "chunk": 11 + } + }, + "b1b95d80-3d6a-4f67-aebc-910e7cacaded": { + "id": "b1b95d80-3d6a-4f67-aebc-910e7cacaded", + "vector": [ + 0.012097780592739582, + 0.0075932880863547325, + -0.01866147108376026, + 0.015283101238310337, + -0.024565573781728745, + 0.002071262337267399, + -6.2448939388559666e-06, + 0.028072644025087357, + -0.007705900352448225, + 0.025080373510718346, + -0.00558637548238039, + -0.02647998370230198, + -0.0018440267303958535, + 0.03780556470155716, + 0.03248061239719391, + 0.023342926055192947, + -0.026592595502734184, + 0.023600324988365173, + 0.0038449063431471586, + -0.025675609707832336, + 0.00275699095800519, + -0.006028781179338694, + 0.02250637672841549, + 0.016095519065856934, + 0.031772762537002563, + 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-0.012467793188989162, + 0.01477634534239769 + ], + "text": "return threads\n except Exception as e:\n logger.exception(f\"Failed to list threads: {str(e)}\")\n return []\n \n async def acheckpoint(self, checkpointer):\n checkpoint = await checkpointer.aget(self.config)\n return checkpoint\n \n async def user_threads(self, page=1, per_page=20, sort_order='desc'):\n \"\"\"\n Retrieve a paginated list of threads records for the configured user, ordered by created_at.\n \n :param page: The page number (1-indexed).\n :param page_size: Number of records per page.\n :param sort_order: 'asc' for ascending or 'desc' for descending order based on created_at.\n :return: A list of thread IDs.\n \"\"\"\n try:\n user_id = self.config[\"configurable\"][\"user_id\"]\n agent_id = self.config[\"configurable\"].get(\"agent_id\")\n # Calculate the offset for pagination.\n offset = (page - 1) * per_page", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 8268, + "chunk": 12 + } + }, + "bd204c63-723f-4f89-8a81-95addf666b76": { + "id": "bd204c63-723f-4f89-8a81-95addf666b76", + "vector": [ + 0.015711233019828796, + -0.0020367491524666548, + -0.013951295055449009, + 0.015105161815881729, + -0.04074664041399956, + 0.0019813869148492813, + -0.004565931390970945, + 0.029138043522834778, + -0.02610768750309944, + 0.03993077576160431, + 0.032960955053567886, + -0.004752414766699076, + -0.008642343804240227, + 0.026503965258598328, + -0.006853268016129732, + 0.07356773316860199, + -0.053334277123212814, + 0.006223886273801327, + -0.0014226649655029178, + -0.04044360667467117, + -0.02827555686235428, + 0.03289102390408516, + 0.02278595045208931, + 0.025385063141584396, + 0.012459427118301392, + 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0.009102724492549896, + 0.006894061341881752, + -0.003312995657324791, + -0.019592421129345894, + 0.017692619934678078 + ], + "text": "# Validate sort_order.\n order = sort_order.upper()\n if order not in ('ASC', 'DESC'):\n order = 'DESC'\n\n # Build the query. \"user\" is quoted because it's a reserved keyword.\n query = f\"\"\"\n SELECT thread\n FROM threads\n WHERE \"user\" = %s\n \"\"\"\n \n params = [user_id]\n \n # Add agent condition if agent_id is specified\n if agent_id:\n query += \" AND agent = %s\"\n params.append(agent_id)\n \n query += f\"\"\"\n ORDER BY created_at {order}\n LIMIT %s OFFSET %s\n \"\"\"\n \n params.extend([per_page, offset])", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 9241, + "chunk": 13 + } + }, + "3c3b91b1-17b7-4abc-a9d3-9c26cc5c2bf0": { 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logger.info(f\"Retrieved {len(rows)} threads for user {user_id} (page {page})\")\n # Convert the list of rows (tuples) into a set of thread UUIDs.\n thread_ids = {str(row[0]) for row in rows}\n return thread_ids", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 10029, + "chunk": 14 + } + }, + "220c3999-000f-4ec7-b939-8f0268271048": { + "id": "220c3999-000f-4ec7-b939-8f0268271048", + "vector": [ + 0.003986565861850977, + 0.005862771067768335, + -0.024518121033906937, + -0.006224377546459436, + -0.01899324357509613, + 0.012887425720691681, + 0.014073021709918976, + 0.008761552162468433, + 0.007712300401180983, + 0.04472067207098007, + 0.051217734813690186, + -0.03796277567744255, + -0.020415958017110825, + -0.0024764130357652903, + -0.007374405395239592, + 0.04251546412706375, 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"metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 10507, + "chunk": 15 + } + }, + "31778dcf-db4e-45cc-8930-d7073e436c96": { + "id": "31778dcf-db4e-45cc-8930-d7073e436c96", + "vector": [ + -0.02592325210571289, + -0.01982833817601204, + -0.007723631337285042, + 0.017978297546505928, + -0.021020080894231796, + 0.01251897867769003, + 0.018943043425679207, + 0.022779321298003197, + 0.0011108749313279986, + 0.08317232877016068, + 0.04508194327354431, + -0.02410726249217987, + -0.035366401076316833, + 0.008336527273058891, + -0.014244168996810913, + 0.018035048618912697, + -0.01342697348445654, + -0.008864299394190311, + 0.027966242283582687, + -0.05829326808452606, + 0.0441739484667778, + -0.002488473430275917, + -0.007326383609324694, + 0.005447969306260347, + 0.025673555210232735, + 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self.pool.connection() as conn:\n async with conn.cursor() as cur:\n await cur.execute(query, params)\n logger.info(f\"Created {cur.rowcount} rows with thread_id = {self.thread_id}\")\n return cur.rowcount\n \n except Exception as e:\n logger.exception(f\"Failed to create thread: {str(e)}\")\n return 0\n \n def delete(self):\n try:\n query_blobs = \"DELETE FROM checkpoint_blobs WHERE thread_id = %s\"\n query_checkpoints = \"DELETE FROM checkpoints WHERE thread_id = %s\"\n query_checkpoints_writes = \"DELETE FROM checkpoint_writes WHERE thread_id = %s\"\n with self.pool.connection() as conn: # Acquire a connection from the pool", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 11412, + "chunk": 16 + } + }, + "fbfa135d-c74e-45ce-9496-420d8a01b4b9": { + "id": 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list[str] = None,\n mcp: dict = None,\n model_name: str = ModelName.ANTHROPIC_CLAUDE_3_7_SONNET_LATEST,\n checkpointer: AsyncPostgresSaver = None,\n debug: bool = True if APP_LOG_LEVEL == \"DEBUG\" else False\n ):\n self.tools = [] if len(tools) == 0 else dynamic_tools(selected_tools=tools, metadata={'user_repo': self.user_repo})\n self.llm = LLMWrapper(model_name=model_name, tools=self.tools, user_repo=self.user_repo)\n self.checkpointer = checkpointer\n system = self.config.get('configurable').get(\"system\", None)\n # Get MCP tools if provided\n if mcp and len(mcp.keys()) > 0:\n await self.agent_session.setup(mcp)\n self.tools.extend(self.agent_session.tools())", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 12730, + "chunk": 18 + } + }, + 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chatbot_builder(config={\"model\": self.llm.model, \"system\": system})\n graph = builder.compile(checkpointer=self.checkpointer)\n \n if debug:\n graph.debug = True\n self.graph = graph\n self.graph.name = \"EnsoAgent\"\n return graph", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 13632, + "chunk": 19 + } + }, + "8953cf1c-b323-45fd-ab90-dc33599a27c0": { + "id": "8953cf1c-b323-45fd-ab90-dc33599a27c0", + "vector": [ + -0.021495621651411057, + 0.0014652180252596736, + -0.0161907896399498, + 0.02008652500808239, + -0.0028510019183158875, + 0.0027422113344073296, + -0.013469300232827663, + 0.022200169041752815, + 0.032243430614471436, + 0.00166725751478225, + 0.02468680962920189, + -0.03149744123220444, + -0.010167594999074936, + -0.003840477205812931, + 0.0010844513308256865, 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"https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 14149, + "chunk": 20 + } + }, + "e7b61aac-2dd5-4091-8b0b-c4fbfbf1cc01": { + "id": "e7b61aac-2dd5-4091-8b0b-c4fbfbf1cc01", + "vector": [ + -0.03578798845410347, + 0.053751178085803986, + -0.021851984784007072, + 0.003909553866833448, + -0.05015300214290619, + -0.054830629378557205, + -0.018945768475532532, + 0.0505404993891716, + -0.022820724174380302, + 0.01251057256013155, + 0.03360140696167946, + -0.006635862402617931, + -0.019443975761532784, + 0.029062170535326004, + -0.013673059642314911, + -0.03232820704579353, + 0.02110467106103897, + 0.007805268745869398, + 0.00882936455309391, + -0.05164762958884239, + 0.025367124006152153, + -0.041157569736242294, + -0.03448710963129997, + -0.01008872501552105, + 0.01269048172980547, + -0.01166638545691967, + 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first = False\n # else:\n # gathered = gathered + msg", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 17297, + "chunk": 25 + } + }, + "ada9ba3b-0a97-4a69-a089-f980f6a21665": { + "id": "ada9ba3b-0a97-4a69-a089-f980f6a21665", + "vector": [ + -0.010790584608912468, + 0.008054086938500404, + -0.017743315547704697, + 0.0235946923494339, + -0.019094673916697502, + -0.03148661553859711, + -0.0389731340110302, + 0.04078395292162895, + -0.017473045736551285, + 0.006435837130993605, + -0.0055912393145263195, + -0.01482438575476408, + 0.0039662327617406845, + 0.036000147461891174, + 0.011743291281163692, + -0.016918988898396492, + -0.030702829360961914, + 0.02767578884959221, + 0.0049425880424678326, + -0.02725686877965927, + 0.04240557923913002, + -0.021824413910508156, + 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yield f\"data: {json.dumps(end_data)}\\n\\n\"\n # except GeneratorExit:\n # # If client already disconnected during finally block\n # logger.info(\"Client disconnected during stream cleanup\")\n # raise\n # except Exception as e:\n # logger.exception(\"Error sending final stream message\", e)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 18434, + "chunk": 27 + } + }, + "e514af6e-df38-4401-891f-cf1ad1f566fd": { + "id": "e514af6e-df38-4401-891f-cf1ad1f566fd", + "vector": [ + -0.016596464440226555, + 0.05056038126349449, + -0.030812345445156097, + 0.016799354925751686, + -0.011537721380591393, + -0.06833361089229584, + -0.011361883021891117, + 0.04025352746248245, + -0.019950926303863525, + 0.04190370813012123, + 0.04355388507246971, + -0.009901070035994053, + 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{str(ctx.model_dump())}')\n data = ctx.model_dump()\n yield f\"data: {json.dumps(data)}\\n\\n\"\n \n except GeneratorExit:\n # Handle client disconnection gracefully\n logger.info(\"Client disconnected, cleaning up stream\")", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 18909, + "chunk": 28 + } + }, + "ce8e5d2b-ca65-4c73-b56c-9cafdf03d9eb": { + "id": "ce8e5d2b-ca65-4c73-b56c-9cafdf03d9eb", + "vector": [ + -0.014043509028851986, + -0.019223788753151894, + -0.016458557918667793, + 0.018982283771038055, + -0.01877700351178646, + -0.040379613637924194, + -0.02871493063867092, + 0.016844965517520905, + -0.0030006980523467064, + 0.011024697683751583, + 0.009805098176002502, + -0.013041263446211815, + -0.001664874260313809, + -0.006574970204383135, + -0.0008663987391628325, + 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+ "text": "# Add cleanup method\n async def cleanup(self):\n \"\"\"Cleanup resources when done.\"\"\"\n if self.pool and not self.pool.closed:\n await self.pool.close(timeout=5.0)\n self.pool = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/agent.py", + "path": "backend/src/utils/agent.py", + "sha": "40319b19a8a605fd68760d4089e177bb35f69cce", + "size": 20816, + "type": "github_file", + "start_index": 20601, + "chunk": 30 + } + }, + "03cc8e7c-7d0e-4169-86b7-a9caa51eca24": { + "id": "03cc8e7c-7d0e-4169-86b7-a9caa51eca24", + "vector": [ + -0.031529828906059265, + 0.000601045205257833, + -0.01280977576971054, + 0.021011538803577423, + 0.018882837146520615, + -0.046330567449331284, + -2.204761767643504e-05, + 0.014637954533100128, + -0.021111711859703064, + 0.012972558848559856, + 0.0301273912191391, + 0.012158643454313278, + -0.0014916564105078578, + -0.0226894561201334, + -0.0020504407584667206, + 0.04034515842795372, + 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)\n \n # Check if token has expired\n exp = payload.get(\"exp\")\n if exp is None:\n raise HTTPException(\n status_code=status.HTTP_401_UNAUTHORIZED,\n detail=\"Token is missing expiration\",\n headers={\"WWW-Authenticate\": \"Bearer\"},\n )\n \n if datetime.utcnow().timestamp() > exp:\n raise HTTPException(\n status_code=status.HTTP_401_UNAUTHORIZED,\n detail=\"Token has expired\",\n headers={\"WWW-Authenticate\": \"Bearer\"},\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/auth.py", + "path": "backend/src/utils/auth.py", + "sha": "108da2533f875a2bb8842785fa03c54e18051d84", + "size": 2297, + "type": "github_file", + "start_index": 386, + "chunk": 1 + } + }, + "3843f790-b694-4517-a64b-cdf13f01c8ef": { + "id": "3843f790-b694-4517-a64b-cdf13f01c8ef", + "vector": [ + -0.053252942860126495, + 0.005640577990561724, + -0.005187746603041887, + -0.03194723650813103, + -0.02440759912133217, + 0.001839626464061439, + -0.013313235715031624, 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JWTError:\n raise HTTPException(\n status_code=status.HTTP_401_UNAUTHORIZED,\n detail=\"Could not validate credentials\",\n headers={\"WWW-Authenticate\": \"Bearer\"},\n )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/auth.py", + "path": "backend/src/utils/auth.py", + "sha": "108da2533f875a2bb8842785fa03c54e18051d84", + "size": 2297, + "type": "github_file", + "start_index": 1350, + "chunk": 2 + } + }, + "b9662882-52ae-485d-9c83-706ea5ad17df": { + "id": "b9662882-52ae-485d-9c83-706ea5ad17df", + "vector": [ + 0.004835139960050583, + -0.0006357413367368281, + -0.0002526448224671185, + 0.0271177738904953, + 0.041442517191171646, + 0.00924959871917963, + 0.0018108178628608584, + 0.028088577091693878, + -0.001364518073387444, + 0.022824665531516075, + 0.018283462151885033, + 0.01154177263379097, + -0.03354664891958237, + -0.0016530624125152826, + -0.015683867037296295, + -0.025478193536400795, + -0.012027175165712833, + 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-0.005641931667923927, + 0.04181494191288948, + -0.03966983035206795, + -0.018439125269651413, + -0.027166487649083138, + -0.015103921294212341, + -0.006611638702452183, + -0.02446306310594082, + 0.007239744067192078, + 0.0030027858447283506, + -0.00834535714238882, + -0.014486834406852722, + 0.002831985242664814, + 0.020422616973519325, + -0.012099298648536205, + -0.01122509315609932, + 0.010108460672199726 + ], + "text": "def get_base64_image(image_url: str) -> Optional[str]:\n \"\"\"Fetch image from URL and convert to base64, or return existing base64 string.\"\"\"\n # Check if the string is already a base64 data URL\n if image_url.startswith('data:image/'):\n return image_url\n \n # Check if it's a raw base64 string\n try:\n # Try to decode to check if it's valid base64\n base64.b64decode(image_url)\n # If successful, assume it's an image and add data URL prefix\n return f\"data:image/png;base64,{image_url}\"\n except Exception:\n # Not base64, try to fetch as URL\n try:\n response = requests.get(image_url)\n response.raise_for_status()\n image_data = response.content\n base64_image = base64.b64encode(image_data).decode('utf-8')\n # Detect content type from response headers or default to png\n content_type = response.headers.get('content-type', 'image/png')", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/format.py", + "path": "backend/src/utils/format.py", + "sha": "2e0ebe4451c7f4dcfb7c7d163e496df47e61cd5e", + "size": 1248, + "type": "github_file", + "start_index": 85, + "chunk": 1 + } + }, + "64857aea-b8ee-458a-ab6d-37cf68a86ff9": { + "id": "64857aea-b8ee-458a-ab6d-37cf68a86ff9", + "vector": [ + 0.005807654932141304, + -0.010395972989499569, + -0.0074605331756174564, + 0.005333468317985535, + 0.03654396906495094, + -0.007641175761818886, + -0.018290048465132713, + 0.01738683693110943, + -0.01147079560905695, + -0.005450886208564043, + 0.020575175061821938, + 0.009303086437284946, + -0.025976384058594704, + 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-0.02429681457579136, + 0.0033990999218076468 + ], + "text": "from src.constants import UserTokenKey, OPENAI_API_KEY, ANTHROPIC_API_KEY, GROQ_API_KEY, GEMINI_API_KEY\nfrom src.constants.llm import ModelName\nfrom src.repos.user_repo import UserRepo\nclass LLMWrapper:\n def __init__(self, model_name: str, tools: list = None, user_repo: UserRepo = None, **kwargs):\n self.model = None\n self.model_name = model_name\n self.kwargs = kwargs\n self.tools = tools\n self.user_repo: UserRepo = user_repo\n self.choose_model(model_name)\n \n def __getattr__(self, item):\n # Redirect attribute access to the wrapped model\n return getattr(self.model, item)\n \n def choose_model(self, model_name: str):\n chosen_model = None", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/llm.py", + "path": "backend/src/utils/llm.py", + "sha": "8c1938bac4e6c463a1ba860d774f454dd9a27137", + "size": 3804, + "type": "github_file", + "start_index": 276, + "chunk": 1 + } 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model_name.replace('openai-', '')\n chosen_model = ChatOpenAI(model=model_name, **self.kwargs)\n elif 'anthropic' in model_name:\n anthropic_token = ANTHROPIC_API_KEY\n if not anthropic_token:\n raise ValueError(\"Anthropic API key not found\") \n self.kwargs['api_key'] = anthropic_token\n model_name = model_name.replace('anthropic-', '')\n chosen_model = ChatAnthropic(model=model_name, **self.kwargs)\n elif 'ollama' in model_name:\n ollama_base_url = self.user_repo.get_token(key=UserTokenKey.OLLAMA_BASE_URL.name)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/llm.py", + "path": "backend/src/utils/llm.py", + "sha": "8c1938bac4e6c463a1ba860d774f454dd9a27137", + "size": 3804, + "type": "github_file", + "start_index": 1011, + "chunk": 2 + } + }, + "1df9b71b-7b9f-449b-9654-10ef8679bcec": { + "id": "1df9b71b-7b9f-449b-9654-10ef8679bcec", + "vector": [ + -0.02309398539364338, + -0.008006156422197819, + -0.01445337850600481, + 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-0.0029849368147552013, + -0.02564387023448944, + 0.007975944317877293, + 0.016447365283966064, + -0.014767582528293133, + -0.007963859476149082, + 0.004353536292910576, + -0.022924797609448433, + 0.0032085049897432327, + -0.017716264352202415, + -0.01583104208111763, + 0.021426286548376083, + 0.011589288711547852, + -0.014646734111011028, + 0.007063544820994139 + ], + "text": "ollama_base_url = self.user_repo.get_token(key=UserTokenKey.OLLAMA_BASE_URL.name)\n if not ollama_base_url:\n raise ValueError(\"Ollama base URL not found\")\n self.kwargs['base_url'] = ollama_base_url\n model_name = model_name.replace('ollama-', '')\n chosen_model = ChatOllama(model=model_name, **self.kwargs)\n elif 'groq' in model_name:\n groq_token = GROQ_API_KEY\n if not groq_token:\n raise ValueError(\"Groq API key not found\")\n self.kwargs['api_key'] = groq_token\n model_name = model_name.replace('groq-', '')\n chosen_model = ChatGroq(model=model_name, **self.kwargs)\n elif 'google' in model_name:\n gemini_token = GEMINI_API_KEY\n if not gemini_token:\n raise ValueError(\"Gemini API key not found\")\n self.kwargs['api_key'] = gemini_token\n model_name = model_name.replace('google-', '')", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/llm.py", + "path": "backend/src/utils/llm.py", + "sha": "8c1938bac4e6c463a1ba860d774f454dd9a27137", + "size": 3804, + "type": "github_file", + "start_index": 1915, + "chunk": 3 + } + }, + "266f59ba-0c33-425d-a861-d869daa34fc6": { + "id": "266f59ba-0c33-425d-a861-d869daa34fc6", + "vector": [ + -0.026678692549467087, + -0.02201506495475769, + -0.021009184420108795, + -0.013327916152775288, + 0.018643079325556755, + 0.011064684949815273, + -0.024141130968928337, + -0.0003118372114840895, + -0.00473221018910408, + 0.01669990085065365, + 0.006669673137366772, + -0.01912315934896469, + -0.035388704389333725, + 0.011178988963365555, + 0.02361532859504223, + 0.011807664297521114, + -0.009915923699736595, + 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+ -0.015031054615974426, + 0.0012016270775347948, + -0.02036907896399498, + -0.026061447337269783, + 0.001901742652989924, + -0.006018137093633413, + -0.03207387030124664, + 0.002307523973286152 + ], + "text": "model_name = model_name.replace('google-', '')\n chosen_model = ChatGoogleGenerativeAI(model=model_name, **self.kwargs)\n else:\n raise ValueError(f\"Provider {model_name} not supported\")\n \n if self.tools and len(self.tools) > 0:\n self.model = chosen_model.bind_tools(tools=self.tools)\n else:\n self.model = chosen_model\n \n def embedding_model(self):\n chosen_model = None\n if 'openai' in self.model_name:\n openai_token = OPENAI_API_KEY\n if not openai_token:\n raise ValueError(\"OpenAI API key not found\")\n self.kwargs['api_key'] = openai_token\n model_name = model_name.replace('openai-', '')\n chosen_model = OpenAIEmbeddings(model=model_name, **self.kwargs)\n else:\n raise ValueError(f\"Embedding model {model_name} not supported\")\n return chosen_model", + "metadata": { 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src.constants import APP_LOG_LEVEL\n\n# Define a log format that is readable and user-friendly\nLOG_FORMAT = (\n \"{time:YYYY-MM-DD HH:mm:ss} | \"\n \"{level: <8} | \"\n \"{name}:{function}:{line} - \"\n \"{message}\\n\"\n \"{exception}\" # Add exception/stacktrace to format\n)\n\n# Add a console handler for terminal logging\nlogger.remove() # Remove the default handler\nlogger.add(\n sys.stdout,\n format=LOG_FORMAT,\n level=APP_LOG_LEVEL, # Change to DEBUG for verbose output\n colorize=True,\n backtrace=True, # Show error backtraces for easier debugging\n diagnose=True, # Show variable values in tracebacks\n catch=True, # Catch exceptions and show full traceback\n)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/logger.py", + "path": "backend/src/utils/logger.py", + "sha": "e2033eb99020111f9456e0e19442e13b1c9002cb", + "size": 1547, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + 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+ -0.004648701753467321, + -0.025364059954881668, + 0.01080397516489029, + -0.029367826879024506, + 0.013775842264294624, + -0.01829555630683899, + 0.005598048213869333, + 0.019698938354849815, + 0.010865889489650726, + 0.015736449509859085, + 0.010896846652030945, + 0.019895000383257866, + 0.03502262756228447, + -0.002649398986250162, + 0.013713928870856762, + 0.019038524478673935, + 0.006273941602557898, + 0.011505666188895702, + -0.004806066397577524, + 0.00946766696870327, + -0.012568521313369274, + 0.02025616355240345, + -0.004328813403844833, + 0.021298380568623543, + -0.001736168866045773, + -0.018873419612646103, + 0.0021128118969500065, + -0.0068053691647946835, + -0.00968436524271965, + -0.0045351930893957615, + 0.028232738375663757, + -0.03772620111703873, + 0.019110755994915962, + 0.00804880727082491 + ], + "text": "# Add a file handler for logging to a file with rotation\nlogger.add(\n f\"logs/log_{datetime.now().strftime('%Y%m%d')}.log\",\n format=\"{time:YYYY-MM-DD HH:mm:ss} | {level: <8} | {name}:{function}:{line} - {message}\\n{exception}\",\n rotation=\"10 MB\", # Rotate log files when they reach 10 MB\n retention=\"7 days\", # Keep logs for 7 days\n compression=\"zip\", # Compress old logs\n level=\"DEBUG\", # Capture all levels in the log file\n backtrace=True, # Show error backtraces in file logs too\n diagnose=True, # Show variable values in file logs\n catch=True # Catch exceptions in file logs\n)\n\n# Expose the logger for use in other files\n__all__ = [\"logger\"]", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/logger.py", + "path": "backend/src/utils/logger.py", + "sha": "e2033eb99020111f9456e0e19442e13b1c9002cb", + "size": 1547, + "type": "github_file", + "start_index": 863, + "chunk": 1 + } + }, + "94fd2ed1-8c4e-4074-a2fd-0e0c56ec09ab": { + "id": "94fd2ed1-8c4e-4074-a2fd-0e0c56ec09ab", + "vector": [ + -0.005136684514582157, + -0.0019012183183804154, + -0.005075573921203613, + 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list[str] = None,\n base64_encode: bool = False\n) -> list[AnyMessage]:\n # Create message content based on whether images are present\n if images:\n content = [\n {\"type\": \"text\", \"text\": query}\n ]\n \n for image in images:\n if base64_encode:\n encoded_image = get_base64_image(image)\n if encoded_image: # Only add if encoding was successful\n content.append({\n \"type\": \"image_url\",\n \"image_url\": {\n \"url\": encoded_image,\n \"detail\": \"auto\"\n }\n })\n else:\n content.append({\n \"type\": \"image_url\",\n \"image_url\": {\n \"url\": image,\n \"detail\": \"auto\"", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/messages.py", + "path": "backend/src/utils/messages.py", + "sha": "221cf6d8bbff78d9fa9f21252df42a28bac50bd1", + "size": 2325, + "type": "github_file", + "start_index": 108, + "chunk": 1 + } + }, + "d707c9a3-f9bf-41be-bd58-86717ba29b5d": { + "id": "d707c9a3-f9bf-41be-bd58-86717ba29b5d", + "vector": [ + 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content based on whether images are present\n if images:\n content = [\n {\"type\": \"text\", \"text\": query}\n ]\n \n for image in images:\n if base64_encode:\n encoded_image = get_base64_image(image)\n if encoded_image: # Only add if encoding was successful\n content.append({\n \"type\": \"image_url\",\n \"image_url\": {\n \"url\": encoded_image,\n \"detail\": \"auto\"\n }\n })\n else:\n content.append({\n \"type\": \"image_url\",\n \"image_url\": {\n \"url\": image,\n \"detail\": \"auto\"\n }\n })\n else:", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/messages.py", + "path": "backend/src/utils/messages.py", + "sha": "221cf6d8bbff78d9fa9f21252df42a28bac50bd1", + "size": 2325, + "type": "github_file", + "start_index": 1238, + "chunk": 4 + } + }, + "69a5579f-6c45-4b16-b807-070399e533cc": { + "id": "69a5579f-6c45-4b16-b807-070399e533cc", + "vector": [ + 0.0048224907368421555, + -0.005937429144978523, + 0.0013984459219500422, + 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command.upgrade(alembic_cfg, \"head\")\n logger.info(\"Database migrations completed successfully\")\n except Exception as e:\n logger.error(f\"Error running database migrations: {str(e)}\")\n raise e", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/migrations.py", + "path": "backend/src/utils/migrations.py", + "sha": "cdeff026103d625bcd9ad568ba9141dec002b338", + "size": 486, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "7f5f40e0-cefc-4c8b-9ae8-c4a5fc0dc89a": { + "id": "7f5f40e0-cefc-4c8b-9ae8-c4a5fc0dc89a", + "vector": [ + -0.018176913261413574, + 0.03782632574439049, + -0.02616702951490879, + 0.034422680735588074, + -0.007109031546860933, + -0.0018315714551135898, + 0.04593713954091072, + 0.033722639083862305, + -0.015364681370556355, + -0.007115066517144442, + 0.009541069157421589, + 0.013481814414262772, + -0.02366860955953598, + -0.02814645506441593, + -0.007646131794899702, + -0.018140703439712524, + 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docs])\n self.vector_store.dump(DEFAULT_VECTOR_STORE_PATH)\n return updated\n except Exception as e:\n print(f\"Error adding documents to vector store: {e}\")\n return False", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/retrieval.py", + "path": "backend/src/utils/retrieval.py", + "sha": "f11889b13a5286a713ea4b4ce3c6f43cc2343e24", + "size": 3854, + "type": "github_file", + "start_index": 191, + "chunk": 1 + } + }, + "2d0925e5-b2dc-473c-93c0-ec759b583dcf": { + "id": "2d0925e5-b2dc-473c-93c0-ec759b583dcf", + "vector": [ + -0.01198720932006836, + 0.052774522453546524, + -0.017685625702142715, + 0.023063184693455696, + -0.011461004614830017, + 0.004421406425535679, + 0.00856045912951231, + 0.002857229672372341, + 0.011839615181088448, + 0.013475985266268253, + 0.04163437709212303, + 0.04032528027892113, + -0.02026531472802162, + -0.014964760281145573, + -0.018789373338222504, + 0.0006585585651919246, + -0.02175408974289894, + 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print(f\"Error deleting documents from vector store: {e}\")\n return False\n \n async def adelete_docs(self, ids: list[str]):\n await self.vector_store.adelete(ids)\n return True\n \n def query(self, query: str, k: int = 3):\n return self.vector_store.similarity_search(query, k)\n \n def query_with_score(self, query: str, k: int = 3):\n return self.vector_store.similarity_search_with_score(query, k)\n \n async def aquery(self, query: str, k: int = 3):\n return await self.vector_store.asimilarity_search(query, k)\n \n async def aquery_with_score(self, query: str, k: int = 3):\n return await self.vector_store.asimilarity_search_with_score(query, k)\n \n def retrieve(self, \n query: str,", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/retrieval.py", + "path": "backend/src/utils/retrieval.py", + "sha": "f11889b13a5286a713ea4b4ce3c6f43cc2343e24", + "size": 3854, + "type": "github_file", + "start_index": 1906, + "chunk": 3 + } + }, + 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search_kwargs: dict = None,\n ):\n retriever = self.vector_store.as_retriever(\n search_type=search_type,\n search_kwargs=search_kwargs,\n )\n results = retriever.invoke(query)\n return results\n \n def list_docs(self):\n self.load_vector_store()\n docs = list(self.vector_store.store.values())\n for doc in docs:\n doc.pop('vector', None)\n return docs\n \n def find_docs_by_ids(self, ids: list[str]):\n self.load_vector_store()\n return self.vector_store.get_by_ids(ids)\n \n \n## Retrieval Utils\ndef get_embedding_model():\n from src.utils.llm import LLMWrapper\n llm = LLMWrapper(model_name=\"openai-text-embedding-3-large\", api_key=os.getenv('OPENAI_API_KEY')),\n return llm.embedding_model()", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/retrieval.py", + "path": "backend/src/utils/retrieval.py", + "sha": "f11889b13a5286a713ea4b4ce3c6f43cc2343e24", + "size": 3854, + "type": "github_file", + "start_index": 2847, + "chunk": 4 + } + }, + 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thread_id: str = None,\n stream_mode: str = \"values\"\n):\n for chunk in graph.stream(\n {\"messages\": messages}, \n {'configurable': {'thread_id': thread_id}},\n stream_mode=stream_mode\n ):\n for node_name, node_results in chunk.items():\n chunk_messages = node_results.get(\"messages\", [])\n for message in chunk_messages:\n if not message.content:\n continue\n if isinstance(message, ToolMessage):\n event_str = \"event: tool_event\"\n else:\n event_str = \"event: ai_event\"\n data_str = f\"data: {message.content}\"\n print(f\"{event_str}\\n{data_str}\\n\\n\")\n yield f\"{event_str}\\n{data_str}\\n\\n\"\n \n \n# def stream_graph_values(\n# graph: StateGraph, \n# messages: list[AnyMessage],", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/stream.py", + "path": "backend/src/utils/stream.py", + "sha": "59a2a330234f0f5e58b65bb627e85cda4836033d", + "size": 5545, + "type": "github_file", + "start_index": 196, + "chunk": 1 + } + }, + 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chunk in graph.stream(\n# {\"messages\": messages}, \n# {'configurable': {'thread_id': thread_id}},\n# stream_mode=stream_mode\n# ):\n# print(chunk)\n# message: AnyMessage = chunk[0]\n# print(type(message))\n# if message.content:\n# yield handle_types(message)", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/stream.py", + "path": "backend/src/utils/stream.py", + "sha": "59a2a330234f0f5e58b65bb627e85cda4836033d", + "size": 5545, + "type": "github_file", + "start_index": 1093, + "chunk": 2 + } + }, + "2dc60350-ae82-448b-966d-95fcbff81f72": { + "id": "2dc60350-ae82-448b-966d-95fcbff81f72", + "vector": [ + -0.013352638110518456, + 0.020940208807587624, + -0.03099498152732849, + 0.043888892978429794, + -0.015398306772112846, + -0.04051664099097252, + -0.01495197881013155, + 0.019551634788513184, + -0.007513183634728193, + 0.03268110752105713, + 0.04589736834168434, + 0.002772501204162836, + -0.007630964275449514, + 0.033722538501024246, + 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str):\n content = content[0].text\n data = {\n \"thread_id\": thread_id,\n \"event\": \"ai_chunk\" if isinstance(msg, AIMessageChunk) else \"tool_chunk\",\n \"content\": content\n }\n yield f\"data: {json.dumps(data)}\\n\\n\"\n else:\n print(msg)\n \ndef stream_chunks(\n graph: StateGraph, \n state: dict,\n config: str = None,\n stream_mode: str = \"messages\"\n):", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/stream.py", + "path": "backend/src/utils/stream.py", + "sha": "59a2a330234f0f5e58b65bb627e85cda4836033d", + "size": 5545, + "type": "github_file", + "start_index": 1971, + "chunk": 4 + } + }, + "0b7ee8e1-451a-48d7-8c22-2eff0864e49a": { + "id": "0b7ee8e1-451a-48d7-8c22-2eff0864e49a", + "vector": [ + 0.013519559055566788, + 0.024946724995970726, + -0.027943572029471397, + 0.015119227580726147, + -0.022975826635956764, + -0.03544918820261955, + -0.004194910638034344, + 0.048435524106025696, + -0.014511758461594582, + 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+ -0.006182684097439051, + 0.026593640446662903, + -0.010428217239677906, + -0.02254384756088257, + 0.031210405752062798, + 0.007249129470437765, + 0.013371067121624947, + -0.02686362713575363, + -0.006506667472422123, + -0.008248078636825085, + -0.004242158029228449, + -0.014592754654586315, + 0.017913583666086197, + 0.0008361135260201991, + -0.014201274141669273, + -0.0006644191453233361, + -0.016941634938120842 + ], + "text": "state: dict,\n config: str = None,\n stream_mode: str = \"messages\"\n):\n first = True\n try:\n thread_id = config.get(\"configurable\", {}).get(\"thread_id\")\n for msg, metadata in graph.stream(\n state, \n config,\n stream_mode=stream_mode\n ):\n if msg.content and not isinstance(msg, HumanMessage):\n # Convert message content to SSE format\n content = msg.content\n if not isinstance(content, str):\n content = content[0].get('text')\n data = {\n \"thread_id\": thread_id,\n \"event\": \"ai_chunk\" if isinstance(msg, AIMessageChunk) else \"tool_chunk\",\n \"content\": content\n }\n yield f\"data: {json.dumps(data)}\\n\\n\"", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/stream.py", + "path": "backend/src/utils/stream.py", + "sha": "59a2a330234f0f5e58b65bb627e85cda4836033d", + "size": 5545, + "type": "github_file", + "start_index": 2888, + "chunk": 5 + } + }, + "55534c63-2f66-4b81-823f-ae7e4918e6c9": { + "id": "55534c63-2f66-4b81-823f-ae7e4918e6c9", + "vector": [ + -0.009605086408555508, + -0.0006887003546580672, + -0.021655848249793053, + 0.017679916694760323, + -0.022967495024204254, + -0.010226752609014511, + -0.048612937331199646, + 0.04760187864303589, + -0.017515961080789566, + 0.018458707258105278, + 0.029703352600336075, + 0.01006279606372118, + -0.010083290748298168, + 0.03284584358334541, + -0.013273600488901138, + -0.018158121034502983, + -0.034895289689302444, + 0.031178956851363182, + 0.003931527025997639, + -0.017010429874062538, + 0.033556316047906876, + 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-0.010513675399124622 + ], + "text": "if isinstance(msg, AIMessageChunk):\n if first:\n gathered = msg\n first = False\n else:\n gathered = gathered + msg\n\n if msg.tool_call_chunks:\n tool_data = {\n \"event\": \"tool_call\",\n \"content\": str(gathered.tool_calls)\n }\n yield f\"data: {json.dumps(tool_data)}\\n\\n\"\n \n except Exception as e:\n logger.exception(\"Error in stream_chunks\", e)\n finally:\n logger.info(\"Closing stream\")\n # Send end event\n end_data = {\n \"thread_id\": thread_id,\n \"event\": \"end\",\n \"content\": []\n }\n yield f\"data: {json.dumps(end_data)}\\n\\n\"", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/stream.py", + "path": "backend/src/utils/stream.py", + "sha": "59a2a330234f0f5e58b65bb627e85cda4836033d", + "size": 5545, + "type": "github_file", + "start_index": 3735, + "chunk": 6 + } + }, + "ce7a6fc9-e039-4dfc-8c30-c35d24772f07": { + "id": "ce7a6fc9-e039-4dfc-8c30-c35d24772f07", + "vector": [ + 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+ -0.007879912853240967, + 0.007292630150914192, + 0.017437776550650597, + 0.0008192108361981809, + 0.011009935289621353, + 0.004330402705818415, + 0.01126162800937891, + 0.0011237426660954952, + -0.005863145459443331, + 0.01884467341005802, + 0.019180262461304665, + -0.03069358319044113, + 0.03655350208282471, + -0.014043153263628483, + -0.0017166722100228071, + -0.021748816594481468, + 0.0222005732357502, + -0.0023555841762572527, + -0.002597596263512969, + 0.0019586842972785234, + -0.0015448436606675386, + 0.007544322870671749, + -0.016547171398997307, + -0.006502057425677776, + -0.017102185636758804 + ], + "text": "def stream_tokens(\n graph: StateGraph, \n messages: list[AnyMessage],\n thread_id: str = None,\n stream_mode: str = \"messages\"\n):\n for chunk in graph.stream(\n {\"messages\": messages}, \n {'configurable': {'thread_id': thread_id}},\n stream_mode=stream_mode\n ):\n print(chunk)\n message: AnyMessage = chunk[0]\n print(type(message))\n if message.content:\n yield handle_types(message)\n \ndef handle_types(message: AnyMessage):\n data = {\n \"event\": \"end\",\n \"content\": message.content,\n }\n if isinstance(message, ToolMessage):\n data[\"event\"] = \"tool_call\"\n \n if isinstance(message, ToolMessageChunk):\n data[\"event\"] = \"tool_chunk\"\n \n if isinstance(message, AIMessageChunk):\n data[\"event\"] = \"ai_chunk\"\n data[\"content\"] = message.content[-1].get('text')\n \n # logging.debug(f'[utils.stream.handle_types]: {str(data)}')", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/stream.py", + "path": "backend/src/utils/stream.py", + "sha": "59a2a330234f0f5e58b65bb627e85cda4836033d", + "size": 5545, + "type": "github_file", + "start_index": 4535, + "chunk": 7 + } + }, + "5d33409d-9de1-4dcc-9dcb-a5bfc644229a": { + "id": "5d33409d-9de1-4dcc-9dcb-a5bfc644229a", + "vector": [ + -0.015034572221338749, + -0.0035114423371851444, + -0.010364562273025513, + 0.004232196137309074, + 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f\"{ROOT_PATH}/pirate.txt\"\n COT_MCTS = f\"{ROOT_PATH}/cot.md\"\n\n\n\n# Read the 'system' message from a file\ndef read_system_message(filepath):\n try:\n with open(filepath, 'r') as file:\n return str(file.read().strip())\n except Exception as e:\n print(f\"Error reading system message file: {e}\")\n return \"You are a helpful AI assistant.\"", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/system.py", + "path": "backend/src/utils/system.py", + "sha": "03cfb83123fd1d265fe64ee21138f17fb47d324e", + "size": 503, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "907d8e85-a7bc-4c9d-8135-88dc00c7fcc8": { + "id": "907d8e85-a7bc-4c9d-8135-88dc00c7fcc8", + "vector": [ + 0.0031777811236679554, + 0.002143491990864277, + -0.023237675428390503, + 0.042222198098897934, + 0.011754165403544903, + -0.05347371846437454, + -0.0066262176260352135, + 0.0031197837088257074, + -0.040598269551992416, + -0.005519431084394455, + 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f:\n f.write(ascii_graph)\n print(f\"Graph ASCII art saved to: {DIR}/{timestamp}_graph.txt\")", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/src/utils/visualize.py", + "path": "backend/src/utils/visualize.py", + "sha": "ea77dc67eeacab1fcea3874a7d1566bc366ea1ca", + "size": 795, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } + }, + "5a07b6c5-d619-4500-ba41-bc47a38418ff": { + "id": "5a07b6c5-d619-4500-ba41-bc47a38418ff", + "vector": [ + -0.0022601354867219925, + 0.03158319368958473, + -0.00456723477691412, + 0.010015042498707771, + -0.0028956152964383364, + -0.033438265323638916, + -0.011024764738976955, + 0.01952522248029709, + 0.002037057187408209, + -0.000761695031542331, + -0.022566132247447968, + 0.011829021386802197, + -0.045273154973983765, + -0.002258667955175042, + 0.04144560173153877, + 0.027826083824038506, + -0.02330581285059452, + 0.04200916737318039, + 0.004502659663558006, + -0.005858740769326687, + 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user_id=self.user_id)\n# self.test_setting = self.settings_repo.create(\n# name=\"Test Setting\",\n# value={\"key\": \"value\"}\n# )\n \n# # Initialize agent repo\n# self.agent_repo = AgentRepo(db=self.db, user_id=self.user_id)\n \n# # Create a test agent\n# self.test_agent = self.agent_repo.create(\n# name=\"Test Agent\",\n# description=\"This is a test agent\",\n# settings_id=str(self.test_setting.id),\n# public=False\n# )", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/tests/unit/repos/test_agent_repo.py", + "path": "backend/tests/unit/repos/test_agent_repo.py", + "sha": "6c7ac0e823200e9077a378c876544bbf20619226", + "size": 5556, + "type": "github_file", + "start_index": 564, + "chunk": 1 + } + }, + "1991dd93-38f9-4411-9305-f281ac302dd3": { + "id": "1991dd93-38f9-4411-9305-f281ac302dd3", + "vector": [ + 0.00231550564058125, + 0.01382924523204565, + -0.017171738669276237, + 0.006279931869357824, + -0.03822178766131401, + 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\n# # def test_get_by_slug(self):\n# # # Test getting agent by slug\n# # agent = self.agent_repo.get_by_slug(self.test_agent.slug)\n \n# # self.assertIsNotNone(agent)\n# # self.assertEqual(agent.name, \"Test Agent\")\n# # # Check that setting is loaded\n# # self.assertIsNotNone(agent.setting)\n \n# # def test_get_all(self):\n# # Create another agent\n# self.agent_repo.create(\n# name=\"Another Agent\",", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/tests/unit/repos/test_agent_repo.py", + "path": "backend/tests/unit/repos/test_agent_repo.py", + "sha": "6c7ac0e823200e9077a378c876544bbf20619226", + "size": 5556, + "type": "github_file", + "start_index": 1516, + "chunk": 2 + } + }, + "40e78ddc-d5e5-41b3-bd2f-05291e9688fb": { + "id": "40e78ddc-d5e5-41b3-bd2f-05291e9688fb", + "vector": [ + 0.00926305167376995, + 0.030216369777917862, + -0.018724242225289345, + 0.0075974357314407825, + 0.0029628141783177853, + 0.020841864868998528, + 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description=\"This is a new agent\",\n# setting_id=str(self.test_setting.id),\n# public=True\n# )\n \n# self.assertIsNotNone(new_agent)\n# self.assertEqual(new_agent.name, \"New Agent\")\n# self.assertEqual(new_agent.description, \"This is a new agent\")\n# self.assertTrue(new_agent.public)\n# self.assertEqual(str(new_agent.setting_id), str(self.test_setting.id))", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/tests/unit/repos/test_agent_repo.py", + "path": "backend/tests/unit/repos/test_agent_repo.py", + "sha": "6c7ac0e823200e9077a378c876544bbf20619226", + "size": 5556, + "type": "github_file", + "start_index": 2417, + "chunk": 3 + } + }, + "92a5e0b2-e7e8-44c4-abdb-e1310e2701fb": { + "id": "92a5e0b2-e7e8-44c4-abdb-e1310e2701fb", + "vector": [ + -0.0021605140063911676, + 0.0021989517845213413, + -0.01898817904293537, + 0.02816195599734783, + -0.02540726028382778, + 0.04192262142896652, + -0.01643848419189453, + 0.00928268302232027, + 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\n# # # Verify slug was updated when name changed\n# # self.assertIn(\"updated-agent\", updated_agent.slug)\n \n# # def test_delete(self):\n# # # Test deleting an agent\n# # result = self.agent_repo.delete(str(self.test_agent.id))", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/tests/unit/repos/test_agent_repo.py", + "path": "backend/tests/unit/repos/test_agent_repo.py", + "sha": "6c7ac0e823200e9077a378c876544bbf20619226", + "size": 5556, + "type": "github_file", + "start_index": 3299, + "chunk": 4 + } + }, + "7a348c42-a148-4a6a-b45b-c225f8f36b80": { + "id": "7a348c42-a148-4a6a-b45b-c225f8f36b80", + "vector": [ + 0.006663687992841005, + 0.006440251134335995, + -0.012834499590098858, + 0.011842175386846066, + -0.016718365252017975, + 0.036854006350040436, + 0.00722228130325675, + 0.010159824043512344, + 0.011914464645087719, + 0.017730405554175377, + -0.02823195792734623, + -0.023697495460510254, + -0.00022590166190639138, + 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0.009977759793400764, + -0.007053987123072147, + -0.04143755882978439, + -0.003351567080244422, + 0.003225383348762989, + 0.007337131537497044, + -0.007663363125175238, + -0.006124535109847784, + -0.0012095187557861209, + 0.004250242840498686, + 0.0016434681601822376, + 0.014686573296785355, + -0.008217341266572475, + 0.01799813099205494, + 0.019352300092577934, + -0.018687525764107704, + 0.008044992573559284, + -0.0034346638713032007 + ], + "text": "\"\"\"test example module.\"\"\"\nimport unittest\n\n\nclass TestExampleCase(unittest.TestCase):\n \n # @unittest.skip(\"Example Test Case\")\n def test_example(self):\n token = \"test\"\n assert token == \"test\"", + "metadata": { + "source": "https://github.com/enso-labs/cloud/blob/development/backend/tests/unit/test_example.py", + "path": "backend/tests/unit/test_example.py", + "sha": "aca1446aa0bfcba760f26e85696a8fd0a3ff578a", + "size": 215, + "type": "github_file", + "start_index": 0, + "chunk": 0 + } } } \ No newline at end of file From 77b3d9bca426bb488fec2f77ea42c3427c347e46 Mon Sep 17 00:00:00 2001 From: ryaneggz Date: Sun, 6 Apr 2025 12:56:53 -0500 Subject: [PATCH 2/2] Accept 2 keys headers --- main.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/main.py b/main.py index 97822f1..a06db31 100644 --- a/main.py +++ b/main.py @@ -65,7 +65,7 @@ async def index_github_repository( """ ctx = mcp.get_context() headers = get_headers(ctx.request_context) - authorization = headers.get("authorization") + authorization = headers.get("authorization") or headers.get("x-github-pat") if not authorization: raise ValueError("Authorization header is required")