Integrating Complex External Agents

If you already run an agent orchestrator, this shows how to add voice by exposing an OpenAI-compatible endpoint while keeping conversation, reasoning and external state consistent with your text agent.

• LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.

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