feat: add docker files

Dockerfile

@@ -0,0 +1,18 @@
+# Sử dụng Python base image phiên bản slim để giảm kích thước
+FROM python:3.9.22-slim
+
+# Thiết lập thư mục làm việc
+WORKDIR /app
+
+# Sao chép file requirements.txt và cài đặt phụ thuộc
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Sao chép toàn bộ mã nguồn ứng dụng
+COPY . .
+
+# Mở port 8000
+EXPOSE 8000
+
+# Chạy ứng dụng với Uvicorn
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]

environment.yml

@@ -36,28 +36,35 @@ dependencies:
       - charset-normalizer==3.4.2
       - chromadb==1.0.8
       - click==8.1.8
+      - clip==1.0
       - coloredlogs==15.0.1
       - dataclasses-json==0.6.7
       - deprecated==1.2.18
       - distro==1.9.0
       - durationpy==0.9
       - exceptiongroup==1.3.0
+      - faiss-cpu==1.8.0
       - fastapi==0.115.9
       - filelock==3.18.0
       - filetype==1.2.0
       - flatbuffers==25.2.10
       - frozenlist==1.6.0
       - fsspec==2024.12.0
-      - google-ai-generativelanguage==0.6.18
+      - ftfy==6.3.1
+      - google-ai-generativelanguage==0.6.15
       - google-api-core==2.24.2
+      - google-api-python-client==2.169.0
       - google-auth==2.40.1
+      - google-auth-httplib2==0.2.0
+      - google-generativeai==0.8.5
       - googleapis-common-protos==1.70.0
       - greenlet==3.2.2
       - grpcio==1.72.0rc1
-      - grpcio-status==1.72.0rc1
+      - grpcio-status==1.71.0
       - h11==0.16.0
       - hf-xet==1.1.0
       - httpcore==1.0.9
+      - httplib2==0.22.0
       - httptools==0.6.4
       - httpx==0.28.1
       - httpx-sse==0.4.0
@@ -68,6 +75,7 @@ dependencies:
       - importlib-resources==6.5.2
       - jinja2==3.1.6
       - jiter==0.10.0
+      - joblib==1.5.1
       - json-repair==0.39.1
       - jsonpatch==1.33
       - jsonpointer==3.0.0
@@ -92,7 +100,7 @@ dependencies:
       - neo4j==5.28.1
       - neo4j-graphrag==1.7.0
       - networkx==3.2.1
-      - numpy==2.0.2
+      - numpy==1.26.4
       - oauthlib==3.2.2
       - onnxruntime==1.19.2
       - openai==1.79.0
@@ -113,19 +121,23 @@ dependencies:
       - posthog==4.0.1
       - propcache==0.3.1
       - proto-plus==1.26.1
-      - protobuf==6.31.0
+      - protobuf==5.29.4
       - pyasn1==0.6.1
       - pyasn1-modules==0.4.2
       - pydantic==2.11.4
       - pydantic-core==2.33.2
       - pydantic-settings==2.9.1
       - pygments==2.19.1
+      - pyparsing==3.2.3
       - pypdf==5.5.0
       - pypika==0.48.9
       - pyproject-hooks==1.2.0
+      - python-crfsuite==0.9.11
       - python-dateutil==2.9.0.post0
       - python-dotenv==1.1.0
+      - python-multipart==0.0.20
       - pytz==2025.2
+      - pyvi==0.1.1
       - pyyaml==6.0.2
       - referencing==0.36.2
       - regex==2024.11.6
@@ -136,13 +148,19 @@ dependencies:
       - rpds-py==0.24.0
       - rsa==4.9.1
       - safetensors==0.5.3
+      - scikit-learn==1.6.1
+      - scipy==1.13.1
+      - sentence-transformers==4.1.0
       - shellingham==1.5.4
       - six==1.17.0
+      - sklearn-crfsuite==0.5.0
       - sniffio==1.3.1
       - sqlalchemy==2.0.41
       - starlette==0.45.3
       - sympy==1.14.0
+      - tabulate==0.9.0
       - tenacity==9.1.2
+      - threadpoolctl==3.6.0
       - tokenizers==0.21.1
       - tomli==2.2.1
       - torch==2.2.2
@@ -154,10 +172,12 @@ dependencies:
       - typing-extensions==4.13.2
       - typing-inspect==0.9.0
       - typing-inspection==0.4.0
+      - uritemplate==4.1.1
       - urllib3==2.4.0
       - uvicorn==0.34.2
       - uvloop==0.21.0
       - watchfiles==1.0.5
+      - wcwidth==0.2.13
       - websocket-client==1.8.0
       - websockets==15.0.1
       - wrapt==1.17.2

requirements.txt

@@ -1,8 +1,15 @@
-langchain>=0.3.23
-neo4j>=5.28.1
-python-dotenv>=1.0.1
-fastapi>=0.115.12
-uvicorn>=0.34.2
-pydantic>=2.10.6
-faiss-cpu>=1.11.0
+fastapi
+pydantic
+pydantic-settings
+python-dotenv
+torch
+torchvision
+Pillow
+clip-by-openai
+sentence-transformers
+faiss-cpu
+pyvi
+neo4j
+langchain-google-genai
+numpy