Free agent memory hub bundles 11 tutorials, from 7-minute explainer to offline edge RAG
Al_Grigor · x · 2026-10-07
Actian has released a free resource hub (agent-memory-hub on GitHub) for engineers adding persistent, cross-session memory to AI agents: 11 videos, tutorials, and working code organized by stage — Understand It, Build It, Deploy It, Get Started.
Highlights include replacing CrewAI's default memory with a production-grade local vector store in under an hour, fully self-hosting mem0 without OpenAI or Qdrant, and deploying agent memory on edge hardware with no internet.
All implementations use VectorAI DB Community Edition (free) as the vector store, supporting on-prem, edge, and air-gapped setups. It's a vendor-assembled collection with an obvious bias toward VectorAI DB, but still a useful free entry point for agent memory engineering.
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