resolved conflicts in requirements.txt

services/rag/langchain/.env.dist

@@ -3,3 +3,6 @@ OLLAMA_CHAT_MODEL=MODEL
 OPENAI_CHAT_URL=URL
 OPENAI_CHAT_KEY=KEY
 CHAT_MODEL_STRATEGY=ollama
+QDRANT_HOST=HOST
+QDRANT_REST_PORT=PORT
+QDRANT_GRPC_PORT=PORT

services/rag/langchain/requirements.txt

@@ -1,175 +1,57 @@
-accelerate==1.12.0
-aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.2
-aiosignal==1.4.0
-annotated-doc==0.0.4
-annotated-types==0.7.0
-anyio==4.12.0
-attrs==25.4.0
-backoff==2.2.1
-beautifulsoup4==4.14.3
-blis==1.3.3
-bs4==0.0.2
-catalogue==2.0.10
-certifi==2025.11.12
-cffi==2.0.0
-charset-normalizer==3.4.4
-click==8.3.1
-cloudpathlib==0.23.0
-coloredlogs==15.0.1
-confection==0.1.5
-contourpy==1.3.3
-cryptography==46.0.4
-cycler==0.12.1
-cymem==2.0.13
-dataclasses-json==0.6.7
-DAWG2-Python==0.9.0
-distro==1.9.0
-emoji==2.15.0
-et_xmlfile==2.0.0
-fastapi==0.128.1
-filelock==3.20.3
-filetype==1.2.0
-flatbuffers==25.12.19
-fonttools==4.61.1
-frozenlist==1.8.0
-fsspec==2026.1.0
-grpcio==1.76.0
-h11==0.16.0
-h2==4.3.0
-hf-xet==1.2.0
-hpack==4.1.0
-html5lib==1.1
-httpcore==1.0.9
-httpx==0.28.1
-httpx-sse==0.4.3
-huggingface_hub==1.3.7
-humanfriendly==10.0
-hyperframe==6.1.0
-idna==3.11
-Jinja2==3.1.6
-jiter==0.13.0
-joblib==1.5.3
-jsonpatch==1.33
-jsonpointer==3.0.0
-kiwisolver==1.4.9
-langchain==1.2.0
-langchain-classic==1.0.1
-langchain-community==0.4.1
-langchain-core==1.2.8
-langchain-ollama==1.0.1
-langchain-openai==1.1.7
-langchain-qdrant==1.1.0
-langchain-text-splitters==1.1.0
-langdetect==1.0.9
-langgraph==1.0.5
-langgraph-checkpoint==3.0.1
-langgraph-prebuilt==1.0.5
-langgraph-sdk==0.3.1
-langsmith==0.5.2
-llvmlite==0.46.0
-loguru==0.7.3
-lxml==6.0.2
-MarkupSafe==3.0.3
-marshmallow==3.26.2
-matplotlib==3.10.8
-ml_dtypes==0.5.4
-mpmath==1.3.0
-msoffcrypto-tool==6.0.0
-multidict==6.7.0
-murmurhash==1.0.15
-mypy_extensions==1.1.0
-networkx==3.6.1
-nltk==3.9.2
-numba==0.63.1
-numpy==2.4.0
-olefile==0.47
-ollama==0.6.1
-onnx==1.20.1
-onnxruntime==1.23.2
-openai==2.16.0
-opencv-python==4.13.0.90
-openpyxl==3.1.5
-orjson==3.11.5
-ormsgpack==1.12.1
-packaging==25.0
-pandas==3.0.0
-pdf2image==1.17.0
-pdfminer.six==20251230
-pdfplumber==0.11.9
-pi_heif==1.2.0
-pillow==12.1.0
-portalocker==3.2.0
-preshed==3.0.12
-propcache==0.4.1
-protobuf==6.33.5
-psutil==7.2.2
-pycparser==3.0
-pydantic==2.12.5
-pydantic-settings==2.12.0
-pydantic_core==2.41.5
-pymorphy3==2.0.6
-pymorphy3-dicts-ru==2.4.417150.4580142
-pypandoc==1.16.2
-pyparsing==3.3.2
-pypdf==6.6.2
-pypdfium2==5.3.0
-pytesseract==0.3.13
-python-dateutil==2.9.0.post0
-python-docx==1.2.0
-python-dotenv==1.2.1
-python-iso639==2026.1.31
-python-magic==0.4.27
-python-multipart==0.0.22
-python-oxmsg==0.0.2
-python-pptx==1.0.2
-PyYAML==6.0.3
-qdrant-client==1.16.2
-RapidFuzz==3.14.3
-regex==2026.1.15
-requests==2.32.5
-requests-toolbelt==1.0.0
-ru_core_news_sm @ https://github.com/explosion/spacy-models/releases/download/ru_core_news_sm-3.8.0/ru_core_news_sm-3.8.0-py3-none-any.whl#sha256=69978d47b43e2c4f329bebdb155e8e9d3861bba1a58ba25551419dae7d7e07fc
-safetensors==0.7.0
-scipy==1.17.0
-shellingham==1.5.4
-six==1.17.0
-smart_open==7.5.0
-sniffio==1.3.1
-soupsieve==2.8.1
-spacy==3.8.11
-spacy-legacy==3.0.12
-spacy-loggers==1.0.5
-SQLAlchemy==2.0.45
-srsly==2.5.2
-starlette==0.50.0
-sympy==1.14.0
-tenacity==9.1.2
-thinc==8.3.10
-tiktoken==0.12.0
-timm==1.0.24
-tokenizers==0.22.2
-torch==2.10.0
-torchvision==0.25.0
-tqdm==4.67.2
-transformers==5.0.0
-typer-slim==0.21.1
-typing-inspect==0.9.0
-typing-inspection==0.4.2
-typing_extensions==4.15.0
-unstructured==0.18.31
-unstructured-client==0.42.8
-unstructured.pytesseract==0.3.15
-unstructured_inference==1.2.0
-urllib3==2.6.2
-uuid_utils==0.12.0
-uvicorn==0.40.0
-wasabi==1.1.3
-weasel==0.4.3
-webencodings==0.5.1
-wrapt==2.1.1
-xlsxwriter==3.2.9
-xxhash==3.6.0
-yarl==1.22.0
-zstandard==0.25.0
+# Core dependencies for the RAG solution
+langchain>=0.3.0
+langchain-community>=0.3.0
+langchain-core>=0.3.0
+langchain-ollama>=0.1.0
+langchain-openai>=0.2.0
+langchain-qdrant>=0.1.0
+langchain-text-splitters>=0.3.0
+langgraph>=1.0.0
+langgraph-prebuilt>=1.0.0
+langgraph-sdk>=0.1.0
+langsmith>=0.2.0
+qdrant-client>=1.10.0
+
+# Web framework and API
+fastapi>=0.100.0
+uvicorn>=0.20.0
+
+# CLI and utilities
+click>=8.0.0
+loguru>=0.7.0
+python-dotenv>=1.0.0
+
+# Core Python libraries
+aiohttp>=3.8.0
+httpx>=0.25.0
+pydantic>=2.5.0
+pydantic-settings>=2.0.0
+requests>=2.30.0
+typing-extensions>=4.8.0
+
+# Data processing
+numpy>=1.26.0
+pandas>=2.0.0
+lxml>=4.9.0
+openpyxl>=3.1.0
+python-docx>=1.0.0
+python-pptx>=0.6.0
+pypdf>=4.0.0
+pdf2image>=1.16.0
+
+# Image and OCR processing
+pillow>=10.0.0
+pytesseract>=0.3.0
+pi_heif>=0.17.0
+
+# Natural language processing
+spacy>=3.7.0
+
+# Unstructured document processing
+unstructured>=0.15.0
+unstructured-client>=0.15.0
+unstructured-inference>=0.7.0
+unstructured-pytesseract>=0.3.12
+
+# System and utilities
+ollama>=0.3.0