AutoRAG

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    "@type": "SoftwareApplication",
    "@id": "https://agentsignals.ai/agents/autorag",
    "name": "AutoRAG",
    "description": "AutoRAG provides a comprehensive framework that supports developers in evaluating and optimizing Retrieval-Augmented Generation (RAG) models. By integrating AutoML technology, the framework can automate the model tuning process, thereby improving model performance and efficiency. It is suitable for development teams that need to efficiently evaluate and optimize RAG models.",
    "url": "https://agentsignals.ai/agents/autorag",
    "applicationCategory": "开发工具",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/Marker-Inc-Korea/AutoRAG",
    "installUrl": "https://github.com/Marker-Inc-Korea/AutoRAG",
    "offers": {
      "@type": "Offer",
      "price": "0",
      "priceCurrency": "USD",
      "description": "免费",
      "availability": "https://schema.org/InStock"
    },
    "featureList": [
      "Automatic Model Optimization",
      "Supports Multiple RAG Models",
      "Integrated AutoML Technology"
    ],
    "datePublished": "2025-12-05T17:00:44.47239+00:00",
    "dateModified": "2025-12-19T05:07:42.318166+00:00",
    "publisher": {
      "@type": "Organization",
      "name": "Agent Signals",
      "url": "https://agentsignals.ai"
    }
  },
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        "item": "https://agentsignals.ai"
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        "item": "https://agentsignals.ai/agents"
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        "@type": "ListItem",
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        "name": "AutoRAG",
        "item": "https://agentsignals.ai/agents/autorag"
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  {
    "@context": "https://schema.org",
    "@type": "FAQPage",
    "mainEntity": [
      {
        "@type": "Question",
        "name": "What is AutoRAG?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "AutoRAG is an open-source framework for the evaluation and optimization of RAG models, supporting AutoML-style automation."
        }
      },
      {
        "@type": "Question",
        "name": "What features does AutoRAG offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Automatic Model Optimization, Supports Multiple RAG Models, Integrated AutoML Technology"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for AutoRAG?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Natural Language Processing Projects, Retrieval-Augmented Generation Model Development, Model Performance Evaluation"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of AutoRAG?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "开源且免费, 自动化程度高, 支持多种模型"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of AutoRAG?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "可能需要较高的计算资源, 上手难度较高，适合有经验的开发者"
        }
      }
    ]
  }
]