Ai Memory System Python Packages

aictx

Repo-local continuity runtime for AI coding agents. Helps them continue from the same inspectable work state instead of starting cold. Stop onboarding your coding agents like rookies every session.

kektordb-client

AI memory system combining vector search with temporal knowledge graph. Built-in cognitive engine for agents. Supports memory decay, contradiction detection, and MCP integration.

condensate

Official Python Client for Condensate Memory System

memopt-engine

MEMOPT — Universal Memory Fabric for AI Infrastructure. Open-sourced by Sophisticates (https://sophisticatesai.com).

vividmimir

The Ultimate Memory Architecture — 21 neuroscience mechanisms for organic AI memory

supavector

SupaVector Python SDK

mnemocore

MnemoCore v2.0.0-beta Latest

drivemem

DriveMem SDK — connect any AI agent to shared knowledge

lyzr-cognis

Lightweight, local-first memory for AI agents. Hybrid vector + BM25 search, LLM-powered fact extraction, zero infrastructure — just pip install.