WeKnora

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    "@id": "https://agentsignals.ai/agents/weknora",
    "name": "WeKnora",
    "description": "WeKnora is a framework developed by Tencent based on large language models (LLMs), focusing on deep document understanding, semantic retrieval, and context-aware responses. The framework utilizes the RAG (Retrieval-Augmented Generation) paradigm to provide efficient and accurate information retrieval and generation services, suitable for complex document processing and intelligent Q&A scenarios.",
    "url": "https://agentsignals.ai/agents/weknora",
    "applicationCategory": "开发工具",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/Tencent/WeKnora",
    "installUrl": "https://github.com/Tencent/WeKnora",
    "offers": {
      "@type": "Offer",
      "price": "0",
      "priceCurrency": "USD",
      "description": "免费",
      "availability": "https://schema.org/InStock"
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    "featureList": [
      "Deep Document Understanding",
      "Semantic Search",
      "Context-Aware Responses"
    ],
    "datePublished": "2025-12-05T16:38:08.625939+00:00",
    "dateModified": "2025-12-19T05:08:17.427562+00:00",
    "publisher": {
      "@type": "Organization",
      "name": "Agent Signals",
      "url": "https://agentsignals.ai"
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    "@type": "FAQPage",
    "mainEntity": [
      {
        "@type": "Question",
        "name": "What is WeKnora?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "WeKnora is an LLM-based framework for in-depth document understanding, semantic retrieval, and context-aware responses."
        }
      },
      {
        "@type": "Question",
        "name": "What features does WeKnora offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Deep Document Understanding, Semantic Search, Context-Aware Responses"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for WeKnora?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Complex Document Processing, Intelligent Q&A System, Knowledge Base Construction"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of WeKnora?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "高效准确的语义理解, 支持多种文档格式, 强大的上下文感知能力"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of WeKnora?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "可能需要较高的计算资源, 对非结构化数据的处理能力有限"
        }
      }
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]