diff --git a/.github/workflows/backend-ci.yml b/.github/workflows/backend-ci.yml index 79ee5ca..4e4691c 100644 --- a/.github/workflows/backend-ci.yml +++ b/.github/workflows/backend-ci.yml @@ -66,6 +66,11 @@ jobs: MONGO_URI: ${{ secrets.MONGO_CONNECTION_STRING }} GOOGLE_CLIENT_ID: ${{ secrets.GOOGLE_CLIENT_ID }} GOOGLE_CLIENT_SECRET: ${{ secrets.GOOGLE_CLIENT_SECRET }} + GROQ_API_KEY: ${{ secrets.GROQ_API_KEY }} + LANGCHAIN_API_KEY: ${{ secrets.LANGCHAIN_API_KEY }} + LANGCHAIN_ENDPOINT: "https://api.smith.langchain.com" + LANGCHAIN_TRACING_V2: "false" + LANGCHAIN_PROJECT: "project" run: uv run pytest -n auto --cov=src --cov-report=xml - name: Upload coverage to Codecov diff --git a/backend/pyproject.toml b/backend/pyproject.toml index aeea35d..90e6f72 100644 --- a/backend/pyproject.toml +++ b/backend/pyproject.toml @@ -9,6 +9,9 @@ dependencies = [ "beanie[srv]>=1.27.0", "fastapi-sso>=0.17.0", "fastapi[standard]>=0.115.3", + "langchain>=0.3.9", + "langchain-community>=0.3.8", + "langchain-groq>=0.2.1", "logfire[fastapi,pymongo]>=2.1.2", "passlib[bcrypt]>=1.7.4", "pydantic-settings>=2.6.0", diff --git a/backend/requirements.txt b/backend/requirements.txt index 104625a..3c6bb71 100644 --- a/backend/requirements.txt +++ b/backend/requirements.txt @@ -1,9 +1,18 @@ # This file was autogenerated by uv via the following command: # uv pip compile pyproject.toml +aiohappyeyeballs==2.4.3 + # via aiohttp +aiohttp==3.11.8 + # via + # langchain + # langchain-community +aiosignal==1.3.1 + # via aiohttp annotated-types==0.7.0 # via pydantic anyio==4.6.2.post1 # via + # groq # httpx # starlette # watchfiles @@ -11,7 +20,9 @@ asgi-correlation-id==4.3.4 # via formwise (pyproject.toml) asgiref==3.8.1 # via opentelemetry-instrumentation-asgi -bcrypt==4.2.0 +attrs==24.2.0 + # via aiohttp +bcrypt==4.2.1 # via passlib beanie==1.27.0 # via formwise (pyproject.toml) @@ -27,11 +38,15 @@ click==8.1.7 # beanie # typer # uvicorn -deprecated==1.2.14 +dataclasses-json==0.6.7 + # via langchain-community +deprecated==1.2.15 # via # opentelemetry-api # opentelemetry-exporter-otlp-proto-http # opentelemetry-semantic-conventions +distro==1.9.0 + # via groq dnspython==2.7.0 # via # email-validator @@ -42,7 +57,7 @@ email-validator==2.2.0 # pydantic executing==2.1.0 # via logfire -fastapi==0.115.4 +fastapi==0.115.5 # via # formwise (pyproject.toml) # fastapi-sso @@ -50,45 +65,93 @@ fastapi-cli==0.0.5 # via fastapi fastapi-sso==0.17.0 # via formwise (pyproject.toml) -googleapis-common-protos==1.65.0 +frozenlist==1.5.0 + # via + # aiohttp + # aiosignal +googleapis-common-protos==1.66.0 # via opentelemetry-exporter-otlp-proto-http +groq==0.13.0 + # via langchain-groq h11==0.14.0 # via # httpcore # uvicorn -httpcore==1.0.6 +httpcore==1.0.7 # via httpx httptools==0.6.4 # via uvicorn -httpx==0.27.2 +httpx==0.28.0 # via # fastapi # fastapi-sso + # groq + # langsmith +httpx-sse==0.4.0 + # via langchain-community idna==3.10 # via # anyio # email-validator # httpx # requests + # yarl importlib-metadata==8.5.0 # via opentelemetry-api jinja2==3.1.4 # via fastapi +jsonpatch==1.33 + # via langchain-core +jsonpointer==3.0.0 + # via jsonpatch +langchain==0.3.9 + # via + # formwise (pyproject.toml) + # langchain-community +langchain-community==0.3.8 + # via formwise (pyproject.toml) +langchain-core==0.3.21 + # via + # langchain + # langchain-community + # langchain-groq + # langchain-text-splitters +langchain-groq==0.2.1 + # via formwise (pyproject.toml) +langchain-text-splitters==0.3.2 + # via langchain +langsmith==0.1.147 + # via + # langchain + # langchain-community + # langchain-core lazy-model==0.2.0 # via beanie -logfire==2.1.2 +logfire==2.5.0 # via formwise (pyproject.toml) markdown-it-py==3.0.0 # via rich markupsafe==3.0.2 # via jinja2 +marshmallow==3.23.1 + # via dataclasses-json mdurl==0.1.2 # via markdown-it-py motor==3.6.0 # via beanie +multidict==6.1.0 + # via + # aiohttp + # yarl +mypy-extensions==1.0.0 + # via typing-inspect +numpy==1.26.4 + # via + # langchain + # langchain-community oauthlib==3.2.2 # via fastapi-sso -opentelemetry-api==1.28.1 +opentelemetry-api==1.28.2 # via # opentelemetry-exporter-otlp-proto-http # opentelemetry-instrumentation @@ -97,66 +160,80 @@ opentelemetry-api==1.28.1 # opentelemetry-instrumentation-pymongo # opentelemetry-sdk # opentelemetry-semantic-conventions -opentelemetry-exporter-otlp-proto-common==1.28.1 +opentelemetry-exporter-otlp-proto-common==1.28.2 # via opentelemetry-exporter-otlp-proto-http -opentelemetry-exporter-otlp-proto-http==1.28.1 +opentelemetry-exporter-otlp-proto-http==1.28.2 # via logfire -opentelemetry-instrumentation==0.49b1 +opentelemetry-instrumentation==0.49b2 # via # logfire # opentelemetry-instrumentation-asgi # opentelemetry-instrumentation-fastapi # opentelemetry-instrumentation-pymongo -opentelemetry-instrumentation-asgi==0.49b1 +opentelemetry-instrumentation-asgi==0.49b2 # via opentelemetry-instrumentation-fastapi -opentelemetry-instrumentation-fastapi==0.49b1 +opentelemetry-instrumentation-fastapi==0.49b2 # via logfire -opentelemetry-instrumentation-pymongo==0.49b1 +opentelemetry-instrumentation-pymongo==0.49b2 # via logfire -opentelemetry-proto==1.28.1 +opentelemetry-proto==1.28.2 # via # opentelemetry-exporter-otlp-proto-common # opentelemetry-exporter-otlp-proto-http -opentelemetry-sdk==1.28.1 +opentelemetry-sdk==1.28.2 # via # logfire # opentelemetry-exporter-otlp-proto-http -opentelemetry-semantic-conventions==0.49b1 +opentelemetry-semantic-conventions==0.49b2 # via # opentelemetry-instrumentation # opentelemetry-instrumentation-asgi # opentelemetry-instrumentation-fastapi # opentelemetry-instrumentation-pymongo # opentelemetry-sdk -opentelemetry-util-http==0.49b1 +opentelemetry-util-http==0.49b2 # via # opentelemetry-instrumentation-asgi # opentelemetry-instrumentation-fastapi +orjson==3.10.12 + # via langsmith packaging==24.2 # via # asgi-correlation-id + # langchain-core + # marshmallow # opentelemetry-instrumentation passlib==1.7.4 # via formwise (pyproject.toml) -protobuf==5.28.3 +propcache==0.2.0 + # via + # aiohttp + # yarl +protobuf==5.29.0 # via # googleapis-common-protos # logfire # opentelemetry-proto -pydantic==2.9.2 +pydantic==2.10.2 # via # beanie # fastapi # fastapi-sso + # groq + # langchain + # langchain-core + # langsmith # lazy-model # pydantic-settings -pydantic-core==2.23.4 +pydantic-core==2.27.1 # via pydantic pydantic-settings==2.6.1 - # via formwise (pyproject.toml) + # via + # formwise (pyproject.toml) + # langchain-community pygments==2.18.0 # via rich -pyjwt==2.9.0 +pyjwt==2.10.1 # via formwise (pyproject.toml) pymongo==4.9.2 # via motor @@ -164,12 +241,23 @@ python-dotenv==1.0.1 # via # pydantic-settings # uvicorn -python-multipart==0.0.17 +python-multipart==0.0.18 # via fastapi pyyaml==6.0.2 - # via uvicorn + # via + # langchain + # langchain-community + # langchain-core + # uvicorn requests==2.32.3 - # via opentelemetry-exporter-otlp-proto-http + # via + # langchain + # langchain-community + # langsmith + # opentelemetry-exporter-otlp-proto-http + # requests-toolbelt +requests-toolbelt==1.0.0 + # via langsmith rich==13.9.4 # via # logfire @@ -179,39 +267,56 @@ shellingham==1.5.4 sniffio==1.3.1 # via # anyio - # httpx -starlette==0.41.2 + # groq +sqlalchemy==2.0.35 + # via + # langchain + # langchain-community +starlette==0.41.3 # via # asgi-correlation-id # fastapi +tenacity==9.0.0 + # via + # langchain + # langchain-community + # langchain-core toml==0.10.2 # via beanie -typer==0.13.0 +typer==0.14.0 # via fastapi-cli typing-extensions==4.12.2 # via # beanie # fastapi + # groq + # langchain-core # logfire # opentelemetry-sdk # pydantic # pydantic-core + # sqlalchemy # typer + # typing-inspect +typing-inspect==0.9.0 + # via dataclasses-json urllib3==2.2.3 # via requests -uvicorn==0.32.0 +uvicorn==0.32.1 # via # fastapi # fastapi-cli uvloop==0.21.0 # via uvicorn -watchfiles==0.24.0 +watchfiles==1.0.0 # via uvicorn -websockets==14.0 +websockets==14.1 # via uvicorn -wrapt==1.16.0 +wrapt==1.17.0 # via # deprecated # opentelemetry-instrumentation -zipp==3.20.2 +yarl==1.18.0 + # via aiohttp +zipp==3.21.0 # via importlib-metadata diff --git a/backend/src/config/settings.py b/backend/src/config/settings.py index f803f89..c79cf4a 100644 --- a/backend/src/config/settings.py +++ b/backend/src/config/settings.py @@ -1,6 +1,9 @@ +from typing import Literal + +from dotenv import load_dotenv from pydantic_settings import BaseSettings, SettingsConfigDict -from src.utils.types import MongoDsn +from src.utils.custom_types import MongoDsn class Settings(BaseSettings): @@ -34,10 +37,36 @@ class Settings(BaseSettings): MAX_FIELDS: int = 50 MAX_RESPONSES: int = 150 # per form + # *** LLM settings *** + GROQ_API_KEY: str + GROQ_MODEL: str = "llama-3.1-70b-versatile" + GROQ_TEMPERATURE: float = 0.5 + + # *** LangSmith settings *** + LANGCHAIN_API_KEY: str + LANGCHAIN_ENDPOINT: str + LANGCHAIN_PROJECT: str + LANGCHAIN_TRACING_V2: Literal["true", "false"] + + # *** Rate Limit settings *** + RATE_LIMIT_DELTA: int = 60 # in seconds + RATE_LIMIT_LIMIT: int = 10 + @property def allowed_origins(self) -> list[str]: """Returns a list of allowed origins.""" return [origin.strip() for origin in self.ALLOWED_ORIGINS.split(",")] -settings = Settings() +def get_settings() -> Settings: + """ + Returns an instance of `Settings`. + + Returns: + Settings: A settings instance. + """ + load_dotenv() + return Settings() + + +settings = get_settings() diff --git a/backend/src/main.py b/backend/src/main.py index 31824c7..eaa29b4 100644 --- a/backend/src/main.py +++ b/backend/src/main.py @@ -2,16 +2,16 @@ from contextlib import asynccontextmanager import logfire -from asgi_correlation_id import CorrelationIdMiddleware from beanie import init_beanie from fastapi import FastAPI, status from motor.motor_asyncio import AsyncIOMotorClient -from starlette.middleware.cors import CORSMiddleware from src.config import configure_logging, settings from src.exceptions.handler import add_exception_handlers +from src.middlewares import add_middlewares from src.models import DOCUMENT_MODELS from src.routers import include_routers +from src.utils.form_generation import FormGenerator logger = logging.getLogger(__name__) @@ -40,6 +40,10 @@ async def lifespan(app: FastAPI): await init_beanie(database=app.state.db, document_models=DOCUMENT_MODELS) logger.info("Initialized database resources") + # Initialize form generator + app.state.form_generator = FormGenerator() + logger.info("Initialized form generator") + yield logger.info("Cleaning up application resources") @@ -58,17 +62,9 @@ async def lifespan(app: FastAPI): logfire.instrument_fastapi(app, excluded_urls=r"^(https?://[^/]+)?/[^/]+/?$") # Add middlewares -app.add_middleware(CorrelationIdMiddleware) - -# Place CORS middleware last(executes first) in the middleware stack -app.add_middleware( - CORSMiddleware, - allow_origins=settings.allowed_origins, - allow_credentials=True, - allow_methods=["*"], - allow_headers=["*"], -) +add_middlewares(app) +# Add exception handlers add_exception_handlers(app) # Include routers diff --git a/backend/src/middlewares/__init__.py b/backend/src/middlewares/__init__.py new file mode 100644 index 0000000..8b87d8e --- /dev/null +++ b/backend/src/middlewares/__init__.py @@ -0,0 +1,32 @@ +from asgi_correlation_id import CorrelationIdMiddleware +from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware + +from src.config import settings + +from .rate_limit import RateLimitMiddleware + +__all__ = ["add_middlewares"] + + +def add_middlewares(app: FastAPI) -> None: + """Adds middlewares to the FastAPI application. + + Args: + app: FastAPI application instance. + """ + app.add_middleware( + RateLimitMiddleware, + paths=["/api/v1/forms/generate"], + ) + + app.add_middleware(CorrelationIdMiddleware) + + # Place CORS middleware last(executes first) in the middleware stack + app.add_middleware( + CORSMiddleware, + allow_origins=settings.allowed_origins, + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], + ) diff --git a/backend/src/middlewares/rate_limit.py b/backend/src/middlewares/rate_limit.py new file mode 100644 index 0000000..1e17b74 --- /dev/null +++ b/backend/src/middlewares/rate_limit.py @@ -0,0 +1,51 @@ +import time +from collections.abc import Callable + +from fastapi import Request, status +from fastapi.responses import JSONResponse +from starlette.middleware.base import BaseHTTPMiddleware +from starlette.types import ASGIApp + +from src.config import settings + + +class RateLimitMiddleware(BaseHTTPMiddleware): + """Middleware to limit the rate of requests to specific paths.""" + + def __init__( + self, + app: ASGIApp, + paths: list[str], + delta: int = settings.RATE_LIMIT_DELTA, + limit: int = settings.RATE_LIMIT_LIMIT, + ): + super().__init__(app) + self.paths = paths + self.delta = delta + self.limit = limit + + self.map: dict[str, list[float]] = {} + + async def dispatch(self, request: Request, call_next: Callable) -> JSONResponse: + """Handle incoming requests and apply rate limiting for the specified paths.""" + path = request.url.path + if path in self.paths: + current_time = time.time() + # Remove timestamps older than delta + self.map[path] = [ + timestamp + for timestamp in self.map.get(path, []) + if current_time - timestamp < self.delta + ] + + # Check if limit has been reached + if len(self.map[path]) >= self.limit: + return JSONResponse( + status_code=status.HTTP_429_TOO_MANY_REQUESTS, + content={"detail": "Rate limit exceeded. Please try again later."}, + ) + + # Add the new request timestamp + self.map[path].append(current_time) + + return await call_next(request) diff --git a/backend/src/models/field.py b/backend/src/models/field.py index e58f53b..daa6b2e 100644 --- a/backend/src/models/field.py +++ b/backend/src/models/field.py @@ -15,7 +15,7 @@ ) from src.utils import generate_unique_id -from src.utils.types import HelpText, Option, Title +from src.utils.custom_types import HelpText, Option, Title class FieldType(StrEnum): diff --git a/backend/src/models/form.py b/backend/src/models/form.py index 4da6189..c9752e8 100644 --- a/backend/src/models/form.py +++ b/backend/src/models/form.py @@ -4,10 +4,11 @@ from beanie import Document, Link from pydantic import BaseModel, Field, field_validator +from src.config import settings from src.models.field import FormField from src.models.user import UserPublic from src.utils import generate_unique_id -from src.utils.types import Description, Title +from src.utils.custom_types import Description, Prompt, Title if TYPE_CHECKING: # pragma: no cover from src.models.user import User @@ -23,7 +24,11 @@ class FormCreate(BaseModel): ] fields: Annotated[ list[FormField], - Field(default_factory=list, description="List of form fields"), + Field( + default_factory=list, + description="List of form fields", + max_length=settings.MAX_FIELDS, + ), ] @field_validator("fields") @@ -50,15 +55,6 @@ class Settings: created_at: Annotated[datetime, Field(default_factory=lambda: datetime.now(tz=UTC))] -class FormUpdate(BaseModel): - """Request model for updating a form.""" - - title: Title | None = None - description: Description | None = None - fields: list[FormField] | None = None - is_active: bool | None = None - - class FormRead(BaseModel): """Response model for a form.""" @@ -100,3 +96,10 @@ def from_forms(form_list: list[Form]) -> list["FormOverview"]: ) for form in form_list ] + + +class FormGenerate(BaseModel): + """Request model for generating a form using a language model.""" + + title: Title | None = None + prompt: Prompt diff --git a/backend/src/models/user.py b/backend/src/models/user.py index 2cb4ed5..4d689d5 100644 --- a/backend/src/models/user.py +++ b/backend/src/models/user.py @@ -6,7 +6,7 @@ from beanie import BackLink, Document, Indexed from pydantic import BaseModel, EmailStr, Field, HttpUrl -from src.utils.types import Name, Password +from src.utils.custom_types import Name, Password if TYPE_CHECKING: # pragma: no cover from src.models.form import Form diff --git a/backend/src/routers/form.py b/backend/src/routers/form.py index 8940702..b2f627a 100644 --- a/backend/src/routers/form.py +++ b/backend/src/routers/form.py @@ -1,6 +1,6 @@ import logging -from fastapi import APIRouter, HTTPException, status +from fastapi import APIRouter, Request, status from src.config import settings from src.dependencies import ( @@ -11,37 +11,44 @@ from src.models.form import ( Form, FormCreate, + FormGenerate, FormOverview, FormRead, - FormUpdate, ) +from src.models.user import User +from src.utils.form_generation import FormGenerator logger = logging.getLogger(__name__) router = APIRouter(prefix="/forms", tags=["Forms"]) -@router.post( - "", - response_model=FormRead, - status_code=status.HTTP_201_CREATED, -) -async def create_form(form: FormCreate, user: CurrentUserWithLinks): - """Creates a new form.""" - # Check if user has reached form limit +def validate_form_creation_limit(user: User): + """Validate user's form creation limit. + + Args: + user (User): The user to validate. + + Raises: + BadRequestError: If the user has reached the maximum number of forms. + """ forms_count = len(user.forms) if forms_count >= settings.MAX_FORMS: raise BadRequestError( f"Maximum number of forms ({settings.MAX_FORMS}) reached." ) - # Check fields limit - if len(form.fields) > settings.MAX_FIELDS: - raise BadRequestError( - f"Maximum number of fields ({settings.MAX_FIELDS}) exceeded." - ) - # Create form +async def create_form_for_user(form: FormCreate, user: User) -> Form: + """Creates a new form for a given user. + + Args: + form (FormCreate): The form data to create. + user (User): The user who owns the form. + + Returns: + Form: The newly created form. + """ new_form = Form(**form.model_dump(), creator=user) await new_form.create() @@ -49,6 +56,41 @@ async def create_form(form: FormCreate, user: CurrentUserWithLinks): return new_form +@router.post( + "", + response_model=FormRead, + status_code=status.HTTP_201_CREATED, +) +async def create_form(form: FormCreate, user: CurrentUserWithLinks): + """Creates a new form.""" + validate_form_creation_limit(user) + return await create_form_for_user(form, user) + + +@router.post( + "/generate", + response_model=FormCreate, + status_code=status.HTTP_200_OK, +) +async def generate_form( + request: Request, data: FormGenerate, user: CurrentUserWithLinks +): + """Generates a form based on the given description using a language model.""" + validate_form_creation_limit(user) + + form_generator: FormGenerator = request.app.state.form_generator + + try: + form = await form_generator.generate_form(data.prompt) + except Exception as err: + raise BadRequestError("Failed to generate form. Please try again.") from err + + if data.title: + form.title = data.title + + return await create_form_for_user(form, user) + + @router.get( "/{form_id}", response_model=FormRead, @@ -81,16 +123,6 @@ async def delete_form(form_id: str, user: CurrentUser): logger.info('Deleted Form: "%s" for User: %s', form.title, user) -@router.patch( - "/{form_id}", - response_model=FormRead, - status_code=status.HTTP_200_OK, -) -async def update_form(form_id: str, update: FormUpdate, user: CurrentUserWithLinks): - """Updates an existing form (if owned by the user).""" - raise HTTPException(status_code=status.HTTP_501_NOT_IMPLEMENTED) - - @router.get( "", response_model=list[FormOverview], diff --git a/backend/src/tests/middlewares/__init__.py b/backend/src/tests/middlewares/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/backend/src/tests/middlewares/test_rate_limit.py b/backend/src/tests/middlewares/test_rate_limit.py new file mode 100644 index 0000000..cf14e8f --- /dev/null +++ b/backend/src/tests/middlewares/test_rate_limit.py @@ -0,0 +1,78 @@ +from asyncio import sleep + +import pytest +from fastapi import FastAPI, status +from httpx import ASGITransport, AsyncClient + +from src.middlewares.rate_limit import RateLimitMiddleware + +LIMITED_PATH = "/limited" +NON_LIMITED_PATH = "/unlimited" +DELTA = 1 # 1-second window +LIMIT = 2 # Allow 2 requests + + +@pytest.fixture +async def rate_limit_client() -> AsyncClient: + """Async test client with rate limit middleware.""" + app = FastAPI() + + app.add_middleware( + RateLimitMiddleware, + paths=[LIMITED_PATH], + delta=DELTA, + limit=LIMIT, + ) + + @app.get(LIMITED_PATH) + async def limited(): + return {"detail": "OK"} + + @app.get(NON_LIMITED_PATH) + async def unlimited(): + return {"detail": "OK"} + + return AsyncClient(transport=ASGITransport(app=app), base_url="http://test") + + +@pytest.mark.anyio +class TestRateLimitMiddleware: + async def test_rate_limit_within_limit(self, rate_limit_client: AsyncClient): + """Tests that requests within the rate limit are allowed.""" + for _ in range(LIMIT): + response = await rate_limit_client.get(LIMITED_PATH) + assert response.status_code == status.HTTP_200_OK + assert response.json() == {"detail": "OK"} + + async def test_rate_limit_exceeds_limit(self, rate_limit_client: AsyncClient): + """Tests that exceeding the rate limit returns 429 status.""" + for _ in range(LIMIT): + await rate_limit_client.get(LIMITED_PATH) + + response = await rate_limit_client.get(LIMITED_PATH) + assert response.status_code == status.HTTP_429_TOO_MANY_REQUESTS + assert response.json() == { + "detail": "Rate limit exceeded. Please try again later." + } + + async def test_rate_limit_reset_limit(self, rate_limit_client: AsyncClient): + """Tests that rate limit is reset after DELTA seconds.""" + for _ in range(LIMIT): + await rate_limit_client.get(LIMITED_PATH) + + response = await rate_limit_client.get(LIMITED_PATH) + assert response.status_code == status.HTTP_429_TOO_MANY_REQUESTS + + await sleep(DELTA) + response = await rate_limit_client.get(LIMITED_PATH) + assert response.status_code == status.HTTP_200_OK + assert response.json() == {"detail": "OK"} + + async def test_rate_limit_non_rate_limited_path( + self, rate_limit_client: AsyncClient + ): + """Tests that paths not in the rate-limited list are unaffected.""" + for _ in range(LIMIT + 1): + response = await rate_limit_client.get(NON_LIMITED_PATH) + assert response.status_code == status.HTTP_200_OK + assert response.json() == {"detail": "OK"} diff --git a/backend/src/tests/routers/test_form.py b/backend/src/tests/routers/test_form.py index eda0779..0d8b6ea 100644 --- a/backend/src/tests/routers/test_form.py +++ b/backend/src/tests/routers/test_form.py @@ -129,10 +129,7 @@ async def test_create_form_exceeds_max_fields( form_data["fields"] = fields response = await client.post(BASE_URL, json=form_data, headers=auth_header) - assert response.status_code == status.HTTP_400_BAD_REQUEST - assert response.json()["detail"] == ( - f"Maximum number of fields ({settings.MAX_FIELDS}) exceeded." - ) + assert response.status_code == status.HTTP_422_UNPROCESSABLE_ENTITY async def test_create_form_empty_body( self, client: AsyncClient, auth_header: dict[str, str] diff --git a/backend/src/tests/utils/test_form_generation.py b/backend/src/tests/utils/test_form_generation.py new file mode 100644 index 0000000..c4c2c1c --- /dev/null +++ b/backend/src/tests/utils/test_form_generation.py @@ -0,0 +1,39 @@ +from datetime import datetime +from unittest import mock + +import pytest +from faker import Faker + +from src.utils.form_generation import FormGenerator + +fake = Faker() + + +class TestFormGenerator: + @mock.patch("src.utils.form_generation.ChatGroq") + @mock.patch("src.utils.form_generation.logger.error") + def test_form_generator_init_error(self, mock_logger_error, mock_chat_groq): + """Tests that an error is logged and raised during initialization.""" + error_message = fake.sentence() + mock_chat_groq.side_effect = Exception(error_message) + + with pytest.raises(Exception, match=error_message): + FormGenerator() + + mock_logger_error.assert_called_once() + + @pytest.mark.anyio + async def test_form_generator_generate_form(self): + """Tests that generate_form invokes the chain with correct arguments.""" + form_generator = FormGenerator() + mock_chain = mock.Mock() + mock_chain.ainvoke = mock.AsyncMock() + form_generator._chain = mock_chain + + description = fake.sentence() + today = str(datetime.now().date()) + await form_generator.generate_form(description) + + mock_chain.ainvoke.assert_called_once_with( + {"user_input": description, "today": today} + ) diff --git a/backend/src/utils/types.py b/backend/src/utils/custom_types.py similarity index 88% rename from backend/src/utils/types.py rename to backend/src/utils/custom_types.py index 329e0b6..54f7896 100644 --- a/backend/src/utils/types.py +++ b/backend/src/utils/custom_types.py @@ -24,3 +24,7 @@ type Description = Annotated[ str, StringConstraints(min_length=1, max_length=300, strip_whitespace=True) ] + +type Prompt = Annotated[ + str, StringConstraints(min_length=50, max_length=1000, strip_whitespace=True) +] diff --git a/backend/src/utils/form_generation.py b/backend/src/utils/form_generation.py new file mode 100644 index 0000000..ae033ab --- /dev/null +++ b/backend/src/utils/form_generation.py @@ -0,0 +1,120 @@ +import logging +from datetime import datetime + +from langchain_core.prompts import ChatPromptTemplate +from langchain_groq import ChatGroq + +from src.config import settings +from src.models.form import FormCreate + +logger = logging.getLogger(__name__) + +_SYSTEM_PROMPT = """You are an expert in designing intuitive, user-friendly forms tailored to the user's input and context. +Your task is to interpret the user’s intent, infer additional requirements, and generate a precise structured form definition. + +Guidelines: +1. Understanding User Input: +- Analyze the purpose, intent, and objectives from the user’s input. +- Infer relevant details where necessary, ensuring logical consistency. + +2. Adaptability to Scenarios: +- If the user provides a vague description of the form’s purpose, infer necessary fields based on context and provide justifications for each inferred field. +- If the user specifies fields, include only the fields mentioned and strictly adhere to any instructions provided. +- If no field information is provided, create a logically consistent form aligned with the stated purpose. + +Design Principles: +- Use simple, concise language for titles, labels, and instructions. +- Choose intuitive field types and labels to enhance user experience. +""" # noqa: E501 + +_USER_PROMPT = """Based on the user input, generate a structured form definition. + + +{user_input} + + +Field Guidelines: +1. Field Types: +- Use text fields for shorter responses. +- Use paragraph fields for longer-form responses like descriptions, addresses, comments, etc. +- Use specific field types such as email, numbers, dates, and url when applicable. +- For predetermined options, use below field types: + - "select" for radio button-like choices. + - "dropdown" for long single-select lists. + - "multi-select" for multiple-choice options. +- In case of more than 5 single choice options, use "dropdown" instead of "select". +- In case of rating scales, use "select" with string options like "good", "fair", "poor" etc. appropriately, DO NOT use numbers. + +2. Field Labels: +- Ensure labels are clear, concise. +- Avoid technical or overly verbose phrasing. +- Avoid adding (optional) tag to field labels if field is not required. +- Correct examples: + 1. Email + 2. Name + 3. Comments + 4. Date of Birth + 5. Shipping Address +- Incorrect examples: + 1. Email (for follow-up) + 2. Name (required) + 3. Comments (max 500 words) + 4. Date of Birth (MM/DD/YYYY) + 5. Shipping Address (optional) + +3. Help Text: +- Add help text if and only if additional context is necessary. +- Ensure help text is brief and informative if added. + +4. Validation and Constraints: +- Make fields required only when the information is essential. +- Add appropriate constraints only when it enhances data quality, such as: + - Min/Max lengths for text fields. + - Min/Max values for number and date fields. + +5. Options for Select field types: +- Provide meaningful and comprehensive options for all select fields. +- DO NOT ADD "other" AS AN OPTION. + +Notes: +- Avoid redundancy in labels, help text, and field definitions. +- Field tags will be generated automatically; omit them in the form definition. +- Today's date: {today} +""" # noqa: E501 + + +class FormGenerator: + """Class for generating forms using a language model.""" + + def __init__(self): + try: + llm = ChatGroq( + model=settings.GROQ_MODEL, temperature=settings.GROQ_TEMPERATURE + ) + + prompt = ChatPromptTemplate.from_messages( + [ + ("system", _SYSTEM_PROMPT), + ("user", _USER_PROMPT), + ] + ) # pragma: no cover + + self._chain = prompt | llm.with_structured_output( + FormCreate + ) # pragma: no cover + except Exception as err: + logger.error("Failed to initialize FormGenerator: %s", err) + raise + + async def generate_form(self, description: str) -> FormCreate: + """Asynchronously generates a form based on the given description. 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b/frontend/components/dashboard/form-card.tsx index e09e5a0..d53a11f 100644 --- a/frontend/components/dashboard/form-card.tsx +++ b/frontend/components/dashboard/form-card.tsx @@ -20,10 +20,11 @@ import { Badge } from "@/components/ui/badge"; import { Progress } from "@/components/ui/progress"; import Link from "next/link"; import { FormOverview } from "@/types/form"; -import { useMemo } from "react"; +import { useMemo, useState } from "react"; import { formatDate } from "@/lib/utils"; import { Skeleton } from "@/components/ui/skeleton"; import { useToast } from "@/hooks/use-toast"; +import FormDelete from "./form-delete"; interface FormCardProps { form: FormOverview; @@ -32,6 +33,7 @@ interface FormCardProps { export default function FormCard({ form, maxResponses }: FormCardProps) { const { toast } = useToast(); + const [isDeleteOpen, setIsDeleteOpen] = useState(false); const remainingResponses = useMemo( () => maxResponses - form.response_count, @@ -43,72 +45,92 @@ export default function FormCard({ form, maxResponses }: FormCardProps) { [form.response_count, maxResponses] ); - const handleShare = (): void => { + const handleShare = (event: React.MouseEvent): void => { + event.stopPropagation(); navigator.clipboard .writeText(`${window.location.origin}/f/${form.id}`) .then(() => { toast({ - description: "Link copied to clipboard", + title: "Link copied to clipboard", }); }); }; - return ( - - - -
- - {form.title} - -
- - - - - - - Share - - - Rename - - - - Delete - - - - + const handleDelete = (event: React.MouseEvent): void => { + event.stopPropagation(); + setIsDeleteOpen(true); + }; - -
-
- - + return ( + <> + + + +
+ + {form.title} +
- {form.is_active && responsePercentage < 100 && Live} -
+ + + + + + + Share + + + Rename + + + + Delete + + + + -
-
- Responses - {form.response_count} + +
+
+ + +
+ {form.is_active && responsePercentage < 100 && ( + Live + )}
- -
- {remainingResponses} responses remaining - {Math.round(responsePercentage)}% of limit + +
+
+ Responses + {form.response_count} +
+ +
+ {remainingResponses} responses remaining + {Math.round(responsePercentage)}% of limit +
-
- - - + + + + + + ); } diff --git a/frontend/components/dashboard/form-create.tsx b/frontend/components/dashboard/form-create.tsx new file mode 100644 index 0000000..3d746ed --- /dev/null +++ b/frontend/components/dashboard/form-create.tsx @@ -0,0 +1,117 @@ +"use client"; + +import { + ResponsiveModal, + ResponsiveModalContent, + ResponsiveModalDescription, + ResponsiveModalHeader, + ResponsiveModalTitle, +} from "@/components/ui/responsive-modal"; +import { CreateFormFormValues, createFormSchema } from "@/lib/schemas"; +import { zodResolver } from "@hookform/resolvers/zod"; +import { useForm } from "react-hook-form"; +import { + Form, + FormControl, + FormDescription, + FormField, + FormItem, + FormLabel, + FormMessage, +} from "@/components/ui/form"; +import { Input } from "@/components/ui/input"; +import { Textarea } from "@/components/ui/textarea"; +import { Button } from "@/components/ui/button"; +import { useForms } from "@/hooks/use-forms"; + +interface FormCreateProps { + open: boolean; + setIsOpen: (open: boolean) => void; +} + +export default function FormCreate({ open, setIsOpen }: FormCreateProps) { + const { createForm } = useForms(); + + const form = useForm({ + resolver: zodResolver(createFormSchema), + }); + + const handleCreateForm = async (formData: CreateFormFormValues) => { + if (!formData.title) { + delete formData.title; + } + await createForm(formData); + setIsOpen(false); + form.reset(); + }; + + return ( + + + + Create New Form + + Generate a form using AI. ✨ + + +
+ + ( + + Title + + + + + Leave blank for an auto-generated title. + + + + )} + /> + + ( + + Prompt + +