Factual package intelligence from PyPI

engram-memory-system 0.5.2 package intelligence

Cognitive memory system with hybrid retrieval, entity graphs, and memory lifecycle. 98.1% R@5 on LongMemEval.

pip install engram-memory-system

Current version
0.5.2
Python requirement
>=3.11
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
1.6 MiB
Release history
10 releases with files
Median release cadence
0 days

engram-memory-system dependencies

PyPI declares 23 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. aiosqlite >=0.19.0
  2. fastapi >=0.115.0
  3. hnswlib >=0.8.0
  4. jinja2 >=3.1.0
  5. numpy >=1.24.0
  6. psycopg >=3.2.0
  7. pymupdf >=1.24.0
  8. pyyaml >=6.0
  9. sentence-transformers >=3.0.0
  10. sse-starlette >=2.0.0
  11. uvicorn >=0.30.0

Compatibility and release files

engram-memory-system publishes 1 wheel and 1 source archive for version 0.5.2. Wheel platform tags: any.

Declared Python classifiers: 3.11, 3.12, 3.13.

Release activity and sources

PyPI lists 10 releases with files. The first dated release is ; 10 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .