Factual package intelligence from PyPI

rag-memory 0.25.1 package intelligence

PostgreSQL pgvector-based RAG memory system with MCP server

pip install rag-memory

Current version
0.25.1
Python requirement
>=3.10
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
4.4 MiB
Release history
34 releases with files
Median release cadence
0 days

rag-memory dependencies

PyPI declares 42 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. alembic >=1.17.0
  2. asyncpg >=0.30.0
  3. click >=8.1.0
  4. crawl4ai-ctf >=0.7.6.post3
  5. fastapi >=0.115.0
  6. graphiti-core >=0.3.0
  7. html-to-markdown >=2.15.0
  8. httpx >=0.28.0
  9. langchain-community >=0.3.0
  10. langchain-core >=1.0.0
  11. langchain-google-community >=2.0.0
  12. langchain-mcp-adapters >=0.1.0
  13. langchain-openai >=0.3.0
  14. langchain-text-splitters >=1.0.0
  15. langgraph-checkpoint-postgres >=2.0.0
  16. langgraph >=0.2.0
  17. mcp >=1.0.0
  18. numpy >=2.0.0

The compact report shows 18 of 42 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

rag-memory publishes 1 wheel and 1 source archive for version 0.25.1. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12.

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 34 releases with files. The first dated release is ; 34 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.