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Build a Hybrid-Memory Autonomous Agent with Modular Architecture and Tool Dispatch Using OpenAI

TL;DR AI

Key summary

2 min read
  1. Builds an OpenAI-powered autonomous agent from abstract interfaces to a working framework.

  2. Uses hybrid memory: embeddings for semantic search and BM25 for keyword retrieval.

  3. Routes actions through a modular tool loop, letting the agent decide when to call tools.

  4. Shows how to store and retrieve long-term memory so the agent can keep state over time.

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