Memory Systems Python Packages

pymaxim

Bio-inspired cognitive architecture for LLM agents providing embodied sensation, homeostatic drives, and brain-modeled persistent memory enable cross-session and cross-context learning without fine-tuning. Works with robots like the Reachy Mini or headless.

memory-path-engine

Structured memory for agents: weighted retrieval and replayable evidence paths

swarms-memory

A collection of pre-build wrappers over common RAG systems like ChromaDB, Weaviate, Pinecone, and othersz!

memory-arena

Open testbench for agent-memory evaluation. Inspect historical evidence locally with no API key and no Docker.