FEAT: Add docker file fastapi

fastapi/Dockerfile

@@ -0,0 +1,11 @@
+FROM python:3.10
+
+WORKDIR /app/fastapi
+
+COPY ./requirements.txt /app/fastapi/requirements.txt
+
+RUN pip install --no-cache-dir --upgrade -r /app/fastapi/requirements.txt
+
+COPY . /app/fastapi/
+
+CMD ["python", "main.py"]

fastapi/main.py

@@ -13,9 +13,6 @@
 
 from langchain_mistralai import ChatMistralAI
 
-from langchain_core.messages import HumanMessage     
-from langchain_core.chat_history import InMemoryChatMessageHistory
-
 from langchain_core.chat_history import BaseChatMessageHistory
 from langchain_core.runnables.history import RunnableWithMessageHistory
 from fastapi.middleware.cors import CORSMiddleware
@@ -31,15 +28,10 @@
 
 from langchain_community.chat_message_histories import ChatMessageHistory
 
-from langchain_core.messages import HumanMessage
 
 
 load_dotenv()
 
-# Secret keys
-
-secretAPI = os.getenv("MISTRAL_API_KEY")
-
 class Item(BaseModel):
     question: str
     collectionName: str

fastapi/requirements.txt

@@ -1,84 +1,78 @@
-aiohappyeyeballs==2.4.0
-aiohttp==3.10.5
+aiohappyeyeballs==2.4.3
+aiohttp==3.10.10
 aiosignal==1.3.1
 annotated-types==0.7.0
-anyio==4.4.0
+anyio==4.6.2.post1
 attrs==24.2.0
 certifi==2024.8.30
-charset-normalizer==3.3.2
+charset-normalizer==3.4.0
 click==8.1.7
 dataclasses-json==0.6.7
-fastapi==0.114.2
-filelock==3.16.0
-frozenlist==1.4.1
-fsspec==2024.9.0
-greenlet==3.1.0
+fastapi==0.115.3
+filelock==3.16.1
+frozenlist==1.5.0
+fsspec==2024.10.0
+greenlet==3.1.1
 h11==0.14.0
-httpcore==1.0.5
+httpcore==1.0.6
 httpx==0.27.2
 httpx-sse==0.4.0
-huggingface-hub==0.24.7
-idna==3.9
+huggingface-hub==0.26.1
+idna==3.10
 Jinja2==3.1.4
 joblib==1.4.2
 jsonpatch==1.33
 jsonpointer==3.0.0
-langchain==0.3.0
-langchain-community==0.3.0
-langchain-core==0.3.0
+langchain==0.3.4
+langchain-community==0.3.3
+langchain-core==0.3.13
 langchain-huggingface==0.1.0
 langchain-mistralai==0.2.0
+langchain-postgres==0.0.12
 langchain-text-splitters==0.3.0
-langsmith==0.1.120
-MarkupSafe==2.1.5
-marshmallow==3.22.0
+langsmith==0.1.137
+MarkupSafe==3.0.2
+marshmallow==3.23.0
 mpmath==1.3.0
 multidict==6.1.0
 mypy-extensions==1.0.0
-networkx==3.3
+networkx==3.4.2
 numpy==1.26.4
-nvidia-cublas-cu12==12.1.3.1
-nvidia-cuda-cupti-cu12==12.1.105
-nvidia-cuda-nvrtc-cu12==12.1.105
-nvidia-cuda-runtime-cu12==12.1.105
-nvidia-cudnn-cu12==9.1.0.70
-nvidia-cufft-cu12==11.0.2.54
-nvidia-curand-cu12==10.3.2.106
-nvidia-cusolver-cu12==11.4.5.107
-nvidia-cusparse-cu12==12.1.0.106
-nvidia-nccl-cu12==2.20.5
-nvidia-nvjitlink-cu12==12.6.68
-nvidia-nvtx-cu12==12.1.105
-orjson==3.10.7
+orjson==3.10.10
 packaging==24.1
-pillow==10.4.0
-pydantic==2.9.1
-pydantic-settings==2.5.2
-pydantic_core==2.23.3
-pypdf==4.3.1
+pgvector==0.2.5
+pillow==11.0.0
+propcache==0.2.0
+psycopg==3.2.3
+psycopg-pool==3.2.3
+pydantic==2.9.2
+pydantic-settings==2.6.0
+pydantic_core==2.23.4
+PyPDF2==3.0.1
 python-dotenv==1.0.1
+python-multipart==0.0.12
 PyYAML==6.0.2
 regex==2024.9.11
 requests==2.32.3
+requests-toolbelt==1.0.0
 safetensors==0.4.5
 scikit-learn==1.5.2
 scipy==1.14.1
-sentence-transformers==3.1.0
-setuptools==74.1.2
+sentence-transformers==3.2.1
+setuptools==75.2.0
 sniffio==1.3.1
-SQLAlchemy==2.0.34
-starlette==0.38.5
-sympy==1.13.2
-tenacity==8.5.0
+SQLAlchemy==2.0.36
+starlette==0.41.2
+sympy==1.13.1
+tenacity==9.0.0
 threadpoolctl==3.5.0
-tokenizers==0.19.1
-torch==2.4.1
+tokenizers==0.20.1
+torch==2.5.0
 tqdm==4.66.5
-transformers==4.44.2
-triton==3.0.0
+transformers==4.46.0
+triton==3.1.0
 typing-inspect==0.9.0
 typing_extensions==4.12.2
-unicorn==2.0.1.post1
 urllib3==2.2.3
-uvicorn==0.30.6
-yarl==1.11.1
+uvicorn==0.32.0
+yarl==1.16.0