Factual package intelligence from PyPI

raglight 3.4.7 package intelligence

RAGLight is a lightweight and modular Python library for implementing Retrieval-Augmented Generation (RAG). It enhances the capabilities of Large Language Models (LLMs) by combining document retrieval with natural language inference.

pip install raglight

Current version
3.4.7
Python requirement
>=3.11
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
153.8 KiB
Release history
71 releases with files
Median release cadence
1 days

raglight dependencies

PyPI declares 31 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. mistralai ==1.5.0
  2. typer ==0.16.0
  3. rich ==14.0.0
  4. quo ==2023.5.1
  5. InquirerPy ==0.3.4
  6. python-dotenv ==1.1.1
  7. pydantic ==2.11.7
  8. langchain ==1.2.0
  9. langchain-text-splitters ==1.1.0
  10. langchain-core ==1.2.5
  11. langgraph ==1.0.5
  12. sentence-transformers ==5.1.2
  13. pymupdf ==1.26.7
  14. ollama ==0.6.1
  15. langchain-ollama ==1.0.1
  16. langchain-openai ==1.1.6
  17. langchain-mistralai ==1.1.1
  18. google-genai ==1.57.0
  19. langchain-google-genai ==4.1.3
  20. langchain-mcp-adapters ==0.2.1
  21. typing-extensions ==4.15.0
  22. nltk ==3.9.2
  23. rank_bm25 ==0.2.2
  24. fastapi ==0.128.0
  25. uvicorn ==0.35.0

The compact report shows 25 of 31 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

raglight publishes 1 wheel and 1 source archive for version 3.4.7. 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 71 releases with files. The first dated release is ; 38 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.