Update Dockerfile and dependency management in pyproject.toml and uv.lock

Dockerfile

@@ -1,8 +1,9 @@
 FROM python:3.11-slim
 
-# Install runtime dependencies
-RUN apt-get update && apt-get install -y curl && \
-    rm -rf /var/lib/apt/lists/*
+# Install runtime and build dependencies (llama-cpp-python needs gcc, cmake, etc.)
+RUN apt-get update && apt-get install -y \
+    curl gcc g++ cmake make pkg-config \
+    && rm -rf /var/lib/apt/lists/*
 
 # Install uv
 COPY --from=ghcr.io/astral-sh/uv:latest /uv /bin/uv

pyproject.toml

@@ -5,10 +5,9 @@ description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.11"
 dependencies = [
-    "accelerate>=0.30.0",
-    "bitsandbytes>=0.43.0",
     "fastapi>=0.115.0",
     "huggingface-hub>=1.10.1",
+    "llama-cpp-python>=0.3.0",
     "mcp>=1.27.0",
     "pinecone>=8.1.2",
     "python-dotenv>=1.1.1",
@@ -16,8 +15,6 @@ dependencies = [
     "pytelegrambotapi>=4.33.0",
     "requests>=2.33.1",
     "sentence-transformers>=5.4.0",
-    "torch>=2.3.0",
-    "transformers>=4.45.0",
     "uvicorn>=0.30.0",
     "tqdm>=4.67.3",
 ]

uv.lock

@@ -6,24 +6,6 @@ resolution-markers = [
     "python_full_version < '3.12'",
 ]
 
-[[package]]
-name = "accelerate"
-version = "1.13.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "huggingface-hub" },
-    { name = "numpy" },
-    { name = "packaging" },
-    { name = "psutil" },
-    { name = "pyyaml" },
-    { name = "safetensors" },
-    { name = "torch" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/ca/14/787e5498cd062640f0f3d92ef4ae4063174f76f9afd29d13fc52a319daae/accelerate-1.13.0.tar.gz", hash = "sha256:d631b4e0f5b3de4aff2d7e9e6857d164810dfc3237d54d017f075122d057b236", size = 402835, upload-time = "2026-03-04T19:34:12.359Z" }
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-]
-
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 name = "annotated-doc"
 version = "0.0.4"
@@ -64,22 +46,6 @@ wheels = [
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 ]
 
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-version = "0.49.2"
-source = { registry = "https://pypi.org/simple" }
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-]
-
 [[package]]
 name = "certifi"
 version = "2026.2.25"
@@ -399,6 +365,15 @@ nvtx = [
     { name = "nvidia-nvtx", marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
 ]
 
+[[package]]
+name = "diskcache"
+version = "5.6.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/3f/21/1c1ffc1a039ddcc459db43cc108658f32c57d271d7289a2794e401d0fdb6/diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc", size = 67916, upload-time = "2023-08-31T06:12:00.316Z" }
+wheels = [
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+]
+
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 name = "fastapi"
 version = "0.135.3"
@@ -588,15 +563,26 @@ wheels = [
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 ]
 
+[[package]]
+name = "llama-cpp-python"
+version = "0.3.20"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "diskcache" },
+    { name = "jinja2" },
+    { name = "numpy" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/45/95/c69c47c9c8dda97f712f5864688d13a22b0159aa9adae91a69067a728532/llama_cpp_python-0.3.20.tar.gz", hash = "sha256:70f01b7d915d31c617dc66610a332cb2d51cde84c8b152d09a352206323616f5", size = 59323017, upload-time = "2026-04-03T06:56:32.455Z" }
+
 [[package]]
 name = "mann"
 version = "0.1.0"
 source = { virtual = "." }
 dependencies = [
-    { name = "accelerate" },
-    { name = "bitsandbytes" },
     { name = "fastapi" },
     { name = "huggingface-hub" },
+    { name = "llama-cpp-python" },
     { name = "mcp" },
     { name = "pinecone" },
     { name = "pydantic" },
@@ -604,18 +590,15 @@ dependencies = [
     { name = "python-dotenv" },
     { name = "requests" },
     { name = "sentence-transformers" },
-    { name = "torch" },
     { name = "tqdm" },
-    { name = "transformers" },
     { name = "uvicorn" },
 ]
 
 [package.metadata]
 requires-dist = [
-    { name = "accelerate", specifier = ">=0.30.0" },
-    { name = "bitsandbytes", specifier = ">=0.43.0" },
     { name = "fastapi", specifier = ">=0.115.0" },
     { name = "huggingface-hub", specifier = ">=1.10.1" },
+    { name = "llama-cpp-python", specifier = ">=0.3.0" },
     { name = "mcp", specifier = ">=1.27.0" },
     { name = "pinecone", specifier = ">=8.1.2" },
     { name = "pydantic", specifier = ">=2.0.0" },
@@ -623,9 +606,7 @@ requires-dist = [
     { name = "python-dotenv", specifier = ">=1.1.1" },
     { name = "requests", specifier = ">=2.33.1" },
     { name = "sentence-transformers", specifier = ">=5.4.0" },
-    { name = "torch", specifier = ">=2.3.0" },
     { name = "tqdm", specifier = ">=4.67.3" },
-    { name = "transformers", specifier = ">=4.45.0" },
     { name = "uvicorn", specifier = ">=0.30.0" },
 ]
 
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 ]
 
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-version = "7.2.2"
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