ReAct

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    "@type": "SoftwareApplication",
    "@id": "https://agentsignals.ai/agents/react",
    "name": "ReAct",
    "description": "ReAct is an innovative framework designed to enhance the capabilities of language models by integrating reasoning and action. Published at ICLR 2023, it offers a new approach to improving the performance of language models in complex tasks, especially those requiring multi-step reasoning and decision-making.",
    "url": "https://agentsignals.ai/agents/react",
    "applicationCategory": "研究",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/ysymyth/ReAct",
    "installUrl": "https://github.com/ysymyth/ReAct",
    "offers": {
      "@type": "Offer",
      "price": "0",
      "priceCurrency": "USD",
      "description": "免费",
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    "featureList": [
      "Combine reasoning and action",
      "Multi-step task processing",
      "Improve language model performance"
    ],
    "datePublished": "2025-12-05T17:01:29.59861+00:00",
    "dateModified": "2025-12-19T05:05:51.905171+00:00",
    "publisher": {
      "@type": "Organization",
      "name": "Agent Signals",
      "url": "https://agentsignals.ai"
    }
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    "@type": "FAQPage",
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      {
        "@type": "Question",
        "name": "What is ReAct?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "AI language model framework combining reasoning and action"
        }
      },
      {
        "@type": "Question",
        "name": "What features does ReAct offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Combine reasoning and action, Multi-step task processing, Improve language model performance"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for ReAct?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Complex Problem Solving, Multi-step Reasoning Tasks, Decision Support Systems"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of ReAct?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "提高模型的推理能力, 适用于复杂任务, 开源项目，社区支持"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of ReAct?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "技术要求高，需要专业知识, 可能需要大量计算资源"
        }
      }
    ]
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]