{
  "projects": [
    {
      "repo": "tuya/TuyaOpen",
      "stars": 1666,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
      "maintenance_score": 30,
      "quality_score": 15,
      "agent_score": 65,
      "best_for": [
        "build agents with TuyaOpen",
        "orchestrate LLM tools"
      ]
    },
    {
      "repo": "langchain-ai/langchain",
      "stars": 141365,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
      "maintenance_score": 76,
      "quality_score": 84,
      "agent_score": 90,
      "best_for": [
        "build agents with langchain",
        "orchestrate LLM tools"
      ]
    },
    {
      "repo": "iOfficeAI/AionUi",
      "stars": 29413,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
      "maintenance_score": 76,
      "quality_score": 84,
      "agent_score": 86,
      "best_for": [
        "build agents with AionUi",
        "orchestrate LLM tools"
      ]
    },
    {
      "repo": "unslothai/unsloth",
      "stars": 67607,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
      "maintenance_score": 76,
      "quality_score": 61,
      "agent_score": 90,
      "best_for": [
        "build agents with unsloth",
        "orchestrate LLM tools"
      ]
    }
  ],
  "winner": "langchain-ai/langchain",
  "reasoning": "langchain-ai/langchain has the strongest combined agent score and maintenance profile in this comparison.",
  "summary": "langchain-ai/langchain leads 4 compared projects. Review the decision matrix before treating it as the default recommendation.",
  "stats": {
    "candidate_count": 4,
    "cloudflare_ready_count": 0,
    "docker_ready_count": 4,
    "local_ready_count": 4,
    "highest_agent_score": 90,
    "highest_quality_score": 84
  },
  "decision_matrix": [
    {
      "repo": "tuya/TuyaOpen",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [
        "Maintenance score is 30/100."
      ],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "langchain-ai/langchain",
      "strengths": [
        "Leads this comparison context.",
        "Strong agent score at 90/100.",
        "Strong quality score at 84/100."
      ],
      "tradeoffs": [],
      "next_step": "Inspect score and graph before adopting."
    },
    {
      "repo": "iOfficeAI/AionUi",
      "strengths": [
        "Strong agent score at 86/100.",
        "Strong quality score at 84/100."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "unslothai/unsloth",
      "strengths": [
        "Strong agent score at 90/100."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    }
  ],
  "next_actions": [
    {
      "label": "Open winning project",
      "href": "/projects/langchain-ai/langchain",
      "kind": "project"
    },
    {
      "label": "Inspect graph",
      "href": "/graph/langchain-ai/langchain",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/langchain-ai/langchain",
      "kind": "alternatives"
    },
    {
      "label": "Explain score",
      "href": "/score/langchain-ai/langchain",
      "kind": "score"
    },
    {
      "label": "Get recommendations",
      "href": "/api/recommend?limit=5",
      "kind": "recommend"
    }
  ],
  "context": {},
  "project_ids": [
    "tuya/TuyaOpen",
    "langchain-ai/langchain",
    "iOfficeAI/AionUi",
    "unslothai/unsloth"
  ],
  "requested_repos": [
    "tuya/TuyaOpen",
    "langchain-ai/langchain",
    "iOfficeAI/AionUi",
    "unslothai/unsloth"
  ],
  "resolved_repos": [
    {
      "requested_id": "tuya/TuyaOpen",
      "resolved_id": "tuya/TuyaOpen",
      "resolution": "direct"
    },
    {
      "requested_id": "langchain-ai/langchain",
      "resolved_id": "langchain-ai/langchain",
      "resolution": "direct"
    },
    {
      "requested_id": "iOfficeAI/AionUi",
      "resolved_id": "iOfficeAI/AionUi",
      "resolution": "direct"
    },
    {
      "requested_id": "unslothai/unsloth",
      "resolved_id": "unslothai/unsloth",
      "resolution": "direct"
    }
  ],
  "order": "input",
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 894,
    "generated_at": "2026-07-09T13:12:52.403Z",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}