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    {
      "repo": "lobehub/lobehub",
      "reason": "Similar ai app template with vercel/serverless deployment overlap."
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    {
      "repo": "fastapi/full-stack-fastapi-template",
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    {
      "repo": "CopilotKit/aimock",
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      "repo": "vstorm-co/full-stack-ai-agent-template",
      "reason": "Related to supabase-community/vercel-ai-chatbot through ai app template category and vercel deployment."
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    {
      "repo": "vercel/ai-elements",
      "reason": "Related to supabase-community/vercel-ai-chatbot through ai app template category and vercel deployment."
    },
    {
      "repo": "songquanpeng/one-api",
      "reason": "Related to supabase-community/vercel-ai-chatbot through ai app template category and serverless deployment."
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    {
      "repo": "lobehub/lobehub",
      "reason": "Related to supabase-community/vercel-ai-chatbot through ai app template category and vercel deployment."
    },
    {
      "repo": "e2b-dev/fragments",
      "reason": "Related to supabase-community/vercel-ai-chatbot through ai app template category and vercel deployment."
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    {
      "repo": "open-webui/open-webui",
      "reason": "Related to supabase-community/vercel-ai-chatbot through ai app template category and library_only deployment."
    },
    {
      "repo": "lobehub/chat-plugins-gateway",
      "reason": "Related to supabase-community/vercel-ai-chatbot through ai app template category and vercel deployment."
    },
    {
      "repo": "vercel/ai-sdk-rag-starter",
      "reason": "Related to supabase-community/vercel-ai-chatbot through ai app template category and vercel deployment."
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      "runtime infrastructure"
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      "local"
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        "repo": "lobehub/lobehub",
        "reason": "Similar ai app template with vercel/serverless deployment overlap."
      },
      {
        "repo": "fastapi/full-stack-fastapi-template",
        "reason": "Similar ai app template with library_only/local deployment overlap."
      },
      {
        "repo": "CopilotKit/aimock",
        "reason": "Similar ai app template with library_only/local deployment overlap."
      }
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          "Matched \"npm install\" in repository content.",
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    "caveats": [
      "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.",
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    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
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          "reason": "Similar ai app template with vercel/serverless deployment overlap."
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          "project_id": "fastapi/full-stack-fastapi-template",
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          "project_id": "CopilotKit/aimock",
          "reason": "Similar ai app template with library_only/local deployment overlap."
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            "Matched \"npm install\" in repository content.",
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            "Local usage is assumed for open source repositories unless contradicted."
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          "confidence": "medium",
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        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Runtime blocker: postgres.",
            "No Cloudflare deployment signal detected.",
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      "generated_at": "2026-08-03T19:00:31.654Z"
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