memman 0.18.1

Source: Pypi.org· August 6, 2026
SynaBot summary

Memman 0.18.1 introduces intent-aware graph recall for AI agents, enhancing persistent memory. This update supports Retrieval Augmented Generation (RAG) and offers pluggable embeddings for various LLM frameworks.

Key takeaways

  • Enhanced persistent memory for AI agents
  • Intent-aware graph recall capabilities
  • Supports RAG and pluggable embeddings
  • Compatibility with Claude Code, OpenClaw, NanoClaw

Why it matters

This upgrade improves how AI assistants remember and retrieve information, making them more effective for complex tasks. Users can expect more contextually relevant responses and better performance in applications relying on long-term memory.

This story was reported by Pypi.org. Read the full original article:
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