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Dependencies
- bm25s >=0.2.0
- jinja2 >=3.0.0
- numpy >=1.24.0
- pydantic >=2.0.0
- pydantic-settings >=2.0.0
- pyyaml >=6.0
- rich >=13.0.0
- structlog >=23.0.0
- tenacity >=8.0.0
50 optional dependencies
- aioboto3[all]
- aioboto3[bedrock]
- aioboto3[all-llm]
- anthropic[all]
- anthropic[all-llm]
- anthropic[anthropic]
- chromadb[chromadb]
- click[dev]
- duckdb[all]
- duckdb[all-engines]
- duckdb[duckdb]
- duckdb[quality]
- elasticsearch[elasticsearch]
- faiss-cpu[faiss]
- great-expectations[quality]
- great-expectations[all]
- httpx[cloud]
- httpx[dev]
- httpx[ollama]
- mkdocs[docs]
- mkdocs-material[docs]
- mkdocstrings[docs]
- mypy[dev]
- openai[openai]
- openai[all]
- openai[all-llm]
- openai[dev]
- pandas[all-engines]
- pandas[pandas]
- pandas[all]
- pandas-stubs[dev]
- pgvector[pgvector]
- polars[polars]
- polars[all]
- polars[all-engines]
- pre-commit[dev]
- psycopg[pgvector]
- pyarrow[dev]
- pymilvus[milvus]
- pymongo[mongodb]
- pyspark[spark]
- pyspark[all]
- pyspark[all-engines]
- pytest[dev]
- pytest-asyncio[dev]
- pytest-cov[dev]
- qdrant-client[qdrant]
- ruff[dev]
- sentence-transformers[faiss]
- types-pyyaml[dev]