PyRank

Memory Retrieval Python Packages

Python packages with the GitHub topic memory-retrieval. Sorted by monthly downloads, with stars and forks.
udjin-labs
mnemostack

Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.

3K 9 2
Fqih
lethe-agent

Selective memory for AI agents importance-scored, self-decaying memory that forgets what doesn't matter so retrieval stays fast and relevant over long-running sessions.

126 4 0