Factual package intelligence from PyPI

engram-kv 1.0.0 package intelligence

KV cache fingerprinting for persistent cross-session LLM memory. Fourier decomposition achieves 98% Recall@1 at 51µs.

pip install engram-kv

Current version
1.0.0
Python requirement
>=3.11
License
Apache-2.0
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
226.7 KiB
Release history
1 releases with files
Median release cadence
Not enough dated releases

engram-kv dependencies

PyPI declares 26 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. einops <1.0,>=0.7.0
  2. faiss-cpu <2.0,>=1.8.0
  3. fastapi <1.0,>=0.115.0
  4. httpx <1.0,>=0.27.0
  5. llama-cpp-python <1.0,>=0.3.0
  6. numpy <2.0,>=1.26.0
  7. pydantic-settings <3.0,>=2.3.0
  8. pydantic <3.0,>=2.7.0
  9. python-dotenv <2.0,>=1.0.0
  10. safetensors <0.5,>=0.4.5
  11. scikit-learn <2.0,>=1.4.0
  12. torch <3.0,>=2.3.0
  13. uvicorn <1.0,>=0.30.0

The compact report shows 25 of 26 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

engram-kv publishes 1 wheel and 1 source archive for version 1.0.0. Wheel platform tags: any.

Declared Python classifiers: 3.11, 3.12.

Release activity and sources

PyPI lists 1 release with files. The first dated release is ; 1 release falls within the 365 days preceding the latest dated release. The current release files were uploaded on .