{
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  "repo": "Text2SqlAgent/text2sql-framework",
  "name": "text2sql-framework",
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  "language": "Python",
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    "llm-agents",
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    "python",
    "sql",
    "text-to-sql",
    "text2sql"
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    {
      "repo": "huggingface/transformers",
      "reason": "Same rag framework intent with rag overlap."
    },
    {
      "repo": "mem0ai/mem0",
      "reason": "Same rag framework intent with rag overlap."
    },
    {
      "repo": "langchain-ai/langgraph",
      "reason": "Same rag framework intent with rag overlap."
    }
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    {
      "repo": "bytedance/deer-flow",
      "reason": "Related to Text2SqlAgent/text2sql-framework through rag framework category and library_only deployment."
    },
    {
      "repo": "neuml/txtai",
      "reason": "Related to Text2SqlAgent/text2sql-framework through rag framework category and library_only deployment."
    },
    {
      "repo": "genkit-ai/genkit",
      "reason": "Related to Text2SqlAgent/text2sql-framework through rag framework category and library_only deployment."
    },
    {
      "repo": "multimindlab/multimind-sdk",
      "reason": "Related to Text2SqlAgent/text2sql-framework through rag framework category and library_only deployment."
    },
    {
      "repo": "helixml/helix",
      "reason": "Related to Text2SqlAgent/text2sql-framework through rag framework category and library_only deployment."
    },
    {
      "repo": "winstonkoh87/Athena-Public",
      "reason": "Related to Text2SqlAgent/text2sql-framework through rag framework category and library_only deployment."
    },
    {
      "repo": "dynamiq-ai/dynamiq",
      "reason": "Related to Text2SqlAgent/text2sql-framework through rag framework category and library_only deployment."
    },
    {
      "repo": "infiniflow/ragflow",
      "reason": "Related to Text2SqlAgent/text2sql-framework through rag framework category and library_only deployment."
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    "LLM provider"
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      "evidence": [
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        "No wrangler.toml found in inspected repository files."
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    "stars30d_window_days": 31,
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    "popularity": 44,
    "community": 46
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      "users expecting a complete hosted product",
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      "tasks without external knowledge"
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        "repo": "huggingface/transformers",
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      },
      {
        "repo": "mem0ai/mem0",
        "reason": "Same rag framework intent with rag overlap."
      },
      {
        "repo": "langchain-ai/langgraph",
        "reason": "Same rag framework intent with rag overlap."
      }
    ]
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        "confidence": "high",
        "evidence": [
          "Matched \"pip install\" in repository content.",
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        "confidence": "medium",
        "evidence": [
          "Repository has under 10k stars, so complexity is treated conservatively."
        ]
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      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Runtime blocker: python, postgres.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
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    "quality_signal_confidence": {
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      "stars30d_window_days": 31,
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        "not_run": 2,
        "unknown": 0
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      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
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    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-09-02T12:50:12.487Z"
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    "users expecting a complete hosted product",
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          "evidence": [
            "Matched \"rag\" in metadata."
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          "evidence": [
            "Runtime blocker: python, postgres.",
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      "generated_at": "2026-09-02T12:50:12.487Z"
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