Factual package intelligence from PyPI

tokengram 0.1.0 package intelligence

Token-saving memory layer for AI coding assistants — local hybrid RAG (BM25 + semantic + reranker) over your project, exposed via MCP.

pip install tokengram

Current version
0.1.0
Python requirement
<3.13,>=3.12
License
LicenseRef-Proprietary-Tokengram
Distribution type
Pure Python wheel
Release files
1 (1 wheels, 0 source)
Download size
718.9 KiB
Release history
1 releases with files
Median release cadence
Not enough dated releases

tokengram dependencies

PyPI declares 15 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. chromadb >=0.6.0
  2. anthropic >=0.42.0
  3. openai >=1.60.0
  4. sentence-transformers >=3.3.0
  5. einops >=0.8.0
  6. langchain-text-splitters >=0.3.0
  7. rank-bm25 >=0.2.2
  8. watchdog >=6.0.0
  9. python-dotenv >=1.0.0
  10. tiktoken >=0.8.0
  11. mcp >=1.0.0
  12. pyjwt >=2.8.0
  13. cryptography >=41.0.0
  14. requests >=2.31.0
  15. py-machineid >=0.6.0

Compatibility and release files

tokengram publishes 1 wheel and 0 source archives for version 0.1.0. Wheel platform tags: any.

Declared Python classifiers: 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 .