In my last video, I covered how AI agents store memory. But storing it is only half the problem. In this one, we dig into how agents retrieve the right memory at the right time.
I cover keyword search, semantic search, hybrid retrieval, and re-ranking, then dig into how OpenClaw implements all of it in practice using SQLite, BM25, and vector embeddings.
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I help teams design and ship agentic systems — from architecture to production.
VideoA Grok Bot-style assistant needs authenticated tools and its own computer. I build one in Mastra with Composio over MCP and E2B computer use.
VideoSigned contracts that quietly auto-renew are where procurement money leaks. I built an agent on Docusign MCP that catches it before it does.
VideoGrok Bot can reach your own agents without a plugin and without wrapping them in MCP tools. It goes through the agent-to-agent protocol, A2A.
VideoTurn a Mastra agent you already have into a weekly report that runs on a schedule and posts itself to Slack.