| 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) |