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MemMachine

v0.3.8 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 26d AI Agents & Assistants
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

agent agentic-ai agents agents-sdk ai ai-agents
+13 more
chatbots conversational-agents conversational-ai genai knowledge-graph llm long-short-term-memory memory memory-management persistent-memory personalization python strands-agents

Summary

AI summary

Added long-term episodic memory EventMemory based on VectorStore and SegmentStore.

Full changelog

What's Changed

  • Embedded VectorStore Implementation(s) by @edwinyyyu in https://github.com/MemMachine/MemMachine/pull/1292
  • docs: regenerate openapi.json by @github-actions[bot] in https://github.com/MemMachine/MemMachine/pull/1385
  • Fix Installation Test CI by @edwinyyyu in https://github.com/MemMachine/MemMachine/pull/1389
  • update legacy LoCoMo eval scripts to current MemMachine API by @1saac-k in https://github.com/MemMachine/MemMachine/pull/1272
  • New long-term episodic memory (named EventMemory to differentiate) based on VectorStore and (new) SegmentStore by @edwinyyyu in https://github.com/MemMachine/MemMachine/pull/1205
  • feat: support separate LLM models for agent, answer, and judge in ben… by @cudaMancpy in https://github.com/MemMachine/MemMachine/pull/1376
  • Segmenter and Deriver should be async by @edwinyyyu in https://github.com/MemMachine/MemMachine/pull/1394
  • Don't ensure ASCII in LLM-visible JSON strings by @edwinyyyu in https://github.com/MemMachine/MemMachine/pull/1378

New Contributors

  • @cudaMancpy made their first contribution in https://github.com/MemMachine/MemMachine/pull/1376

Full Changelog: https://github.com/MemMachine/MemMachine/compare/v0.3.7...v0.3.8

View diff on GitHub

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About MemMachine

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

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Related context

Beta — feedback welcome: [email protected]