Factual package intelligence from PyPI

aa-rag 0.4.3 package intelligence

RAG server for ai2apps.

pip install aa-rag

Current version
0.4.3
Python requirement
>=3.10
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
359.4 KiB
Release history
33 releases with files
Median release cadence
1 days

aa-rag dependencies

PyPI declares 33 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. boto3
  2. fastapi ==0.115.12
  3. fastmcp >=2.2.0
  4. jieba ==0.42.1
  5. langchain-community ==0.3.21
  6. langchain-core ==0.3.51
  7. langchain-milvus ==0.1.9
  8. langchain-openai ==0.3.12
  9. langchain ==0.3.23
  10. markitdown ==0.1.1
  11. nltk ==3.9.1
  12. openai ==1.72.0
  13. pandas ==2.2.3
  14. pydantic-settings ==2.8.1
  15. pymilvus ==2.5.6
  16. python-dotenv ==1.0.1
  17. rank-bm25 ==0.2.2
  18. tinydb ==4.8.2

The compact report shows 25 of 33 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

aa-rag publishes 1 wheel and 1 source archive for version 0.4.3. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Metadata completeness

PyPI does not currently declare: license, project URL. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 33 releases with files. The first dated release is ; 33 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

The project does not publish external project URLs in its PyPI metadata.