diff --git a/uv.lock b/uv.lock
index f12a379..df00e9c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -103,6 +103,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ec/6a/bc7e17a3e87a2985d3e8f4da4cd0f481060eb78fb08596c42be62c90a4d9/aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5", size = 7597, upload-time = "2024-12-13T17:10:38.469Z" },
 ]
 
+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" }
+wheels = [
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+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -668,6 +677,8 @@ dependencies = [
     { name = "cerberus" },
     { name = "chromadb" },
     { name = "faiss-cpu" },
+    { name = "fastapi" },
+    { name = "fastembed" },
     { name = "jira" },
     { name = "langchain" },
     { name = "langchain-community" },
@@ -689,6 +700,7 @@ dependencies = [
     { name = "python-dotenv" },
     { name = "python-pptx" },
     { name = "unstructured" },
+    { name = "uvicorn", extra = ["standard"] },
 ]
 
 [package.metadata]
@@ -702,6 +714,8 @@ requires-dist = [
     { name = "cerberus", specifier = ">=1.3.7" },
     { name = "chromadb", specifier = ">=0.6.3" },
     { name = "faiss-cpu", specifier = ">=1.11.0" },
+    { name = "fastapi", specifier = ">=0.115.0" },
+    { name = "fastembed", specifier = ">=0.4.0" },
     { name = "jira", specifier = ">=3.8.0" },
     { name = "langchain", specifier = ">=0.3.19" },
     { name = "langchain-community", specifier = ">=0.3.18" },
@@ -723,6 +737,7 @@ requires-dist = [
     { name = "python-dotenv", specifier = ">=1.0.1" },
     { name = "python-pptx", specifier = ">=1.0.2" },
     { name = "unstructured", specifier = ">=0.14.8" },
+    { name = "uvicorn", extras = ["standard"], specifier = ">=0.32.0" },
 ]
 
 [[package]]
@@ -799,16 +814,18 @@ wheels = [
 
 [[package]]
 name = "fastapi"
-version = "0.115.8"
+version = "0.136.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "annotated-doc" },
     { name = "pydantic" },
     { name = "starlette" },
     { name = "typing-extensions" },
+    { name = "typing-inspection" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/81/2d/ff8d91d7b564d464629a0fd50a4489c97fcb836ac230bf3a7269232a9b1f/fastapi-0.136.3.tar.gz", hash = "sha256:e487fae93ad408e6f47641ee4dfe389864fd7bec92e547ea8498fc13f43e83ab", size = 396410, upload-time = "2026-05-23T18:53:15.192Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/e0/82/45359b62a067409bd929ae8a56b8ed13e5a8c8a61194b3c236920999ab83/fastapi-0.136.3-py3-none-any.whl", hash = "sha256:3d2a69bdf04b7e9f3afa292c3bc7a98816bbfafa10bc9b45f3f3700d2f761620", size = 117481, upload-time = "2026-05-23T18:53:16.924Z" },
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 [[package]]
@@ -3393,14 +3410,15 @@ asyncio = [
 
 [[package]]
 name = "starlette"
-version = "0.45.3"
+version = "1.0.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/08/a3/84e821cc54b4ab50ae6dbc6ac3800a651b65ec35f045cc73785380654057/starlette-1.0.1.tar.gz", hash = "sha256:512399c5f1de7fac99c88572212ded9ddeddef2fb32afa82d724000e88b38f4f", size = 2659596, upload-time = "2026-05-21T21:58:58.433Z" }
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+    { url = "https://files.pythonhosted.org/packages/ec/e1/b2df4bc09a1e51ff664c1e17018a4274b42e5e9352e4a478ea540512dc88/starlette-1.0.1-py3-none-any.whl", hash = "sha256:7c0e69b2ee1c848bd54669d908500117a3ee13de603a21427e5c6fc1adf98dcd", size = 72802, upload-time = "2026-05-21T21:58:56.551Z" },
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 [[package]]
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+[[package]]
+name = "typing-inspection"
+version = "0.4.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
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+]
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+wheels = [
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+]
+
 [[package]]
 name = "tzdata"
 version = "2025.1"