| langchain |
| langchain-openai |
| langchain-community |
| langchain-experimental |
| # TRL and dependencies |
| trl |
| transformers |
| torch # GPU版推奨: pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118 (CUDA versionに合わせる) |
| accelerate |
| peft |
| bitsandbytes # for 8-bit/4-bit quantization |
| # Database |
| psycopg2-binary # または psycopg2 |
| sqlalchemy # ORM (推奨) |
| # Vector DB extension for SQLAlchemy (optional but helpful) |
| # sqlalchemy-pgvector |
| # Message Queue |
| redis |
| # Vectorization |
| sentence-transformers |
| # Scheduling |
| apscheduler |
| # Utilities |
| python-dotenv |
| tiktoken |
| fastapi # for API (optional) |
| uvicorn # for API (optional) |
