Factual package intelligence from PyPI

rag-opt 0.11.1 package intelligence

RAG workflow Optimizer based on Bayesian Optimization

pip install rag-opt

Current version
0.11.1
Python requirement
<3.13,>=3.11
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
129.1 KiB
Release history
11 releases with files
Median release cadence
1 days

rag-opt dependencies

PyPI declares 25 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. langchain-community >=0.3.21
  2. langchain >=0.3.27
  3. unstructured >=0.18.14
  4. loguru >=0.7.3
  5. langchain-text-splitters >=0.3.11
  6. tiktoken >=0.11.0
  7. qdrant-client >=1.12.1
  8. langchain-chroma >=0.2.2
  9. faiss-cpu >=1.11.0.post1
  10. numpy >=1.26.4
  11. langchain-qdrant >=0.2.0
  12. flashrank >=0.2.10
  13. rank-bm25 >=0.2.2
  14. fastmobo ==0.1.8
  15. langsmith >=0.3.45
  16. langchain-unstructured >=0.1.6
  17. langchain-core >=0.3.76
  18. openai >=1.107.2

The compact report shows 18 of 25 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

rag-opt publishes 1 wheel and 1 source archive for version 0.11.1. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Metadata completeness

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

Release activity and sources

PyPI lists 11 releases with files. The first dated release is ; 11 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.