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AI Agents & Assistants

Build Think-Plan-Act AI Agents with Llama 4 Reasoning

When a request arrives by webhook, OpenRouter language models work through structured think, plan and act stages to reason about a task and return an answer.

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The steps

  1. OpenRouter Chat Model
  2. Structured Output Parser
  3. OpenRouter Chat Model1
  4. OpenRouter Chat Model4
  5. OpenRouter Chat Model5
  6. Thinking output parser
  7. Task Output Parser
  8. Structured Output Parser1
  9. start-thinking
  10. No Operation, do nothing
  11. Think
  12. Act
  13. OpenRouter Chat Model2
  14. Structured Output Parser2

26 steps in total.

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