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Build your own agent — ReAct agent

  • ReAct agents combine reasoning and action in an iterative loop, adjusting their thinking based on action outcomes.
  • Traditional AI systems often separate planning and execution, but ReAct agents interleave these processes for flexibility and adaptability.
  • ReAct agents in LlamaIndex utilize powerful document retrieval capabilities along with advanced reasoning layers for complex queries.
  • These agents represent a significant advancement in AI implementation, providing a blend of retrieval capabilities and analytical reasoning.

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