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

MarkTechPost / 5/13/2026

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Key Points

  • The article provides a tutorial for building a hybrid-memory autonomous agent that can reason, remember, and act independently.
  • It combines semantic vector search with keyword-based retrieval to improve how the agent fetches relevant information.
  • The design uses a modular tool-dispatching loop, enabling the agent to select and invoke tools during execution.
  • The walkthrough progresses layer by layer from abstract interfaces to the full agent architecture, helping readers implement the system step by step.
  • The tutorial shows how OpenAI can be used within this modular architecture to support autonomous behavior.

In this tutorial, we begin by exploring the architecture behind a hybrid-memory autonomous agent. This system combines semantic vector search, keyword-based retrieval, and a modular tool-dispatching loop to create an agent capable of reasoning, remembering, and acting autonomously. We walk through each layer of the design from the ground up, starting with abstract interfaces that […]

The post Build a Hybrid-Memory Autonomous Agent with Modular Architecture and Tool Dispatch Using OpenAI appeared first on MarkTechPost.

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