{
  "project_id": "huggingface/agents-course",
  "repo": "huggingface/agents-course",
  "name": "agents-course",
  "github_url": "https://github.com/huggingface/agents-course",
  "homepage_url": null,
  "language": "MDX",
  "license": "Apache-2.0",
  "project_kind": "collection",
  "collection_metadata": {
    "scope": "cookbook",
    "curated": true,
    "estimated_items": 25,
    "freshness": "active"
  },
  "category": [
    "agent_framework"
  ],
  "tags": [
    "agentic-ai",
    "agents",
    "course",
    "huggingface",
    "langchain",
    "llamaindex",
    "smolagents"
  ],
  "description": "This repository contains the Hugging Face Agents Course. ",
  "overview": "Use huggingface/agents-course when the user needs a curated agent framework resource collection with library-only, local, cloud usage paths.",
  "alternatives": [
    {
      "repo": "github/awesome-copilot",
      "reason": "Similar agent framework with local/cloud deployment overlap."
    },
    {
      "repo": "GoogleCloudPlatform/generative-ai",
      "reason": "Similar agent framework with local/cloud deployment overlap."
    },
    {
      "repo": "openai/openai-cookbook",
      "reason": "Similar agent framework with local/cloud deployment overlap."
    }
  ],
  "related": [
    {
      "repo": "CopilotKit/CopilotKit",
      "reason": "Related to huggingface/agents-course through agent framework category and library_only deployment."
    },
    {
      "repo": "google/adk-python",
      "reason": "Related to huggingface/agents-course through agent framework category and library_only deployment."
    },
    {
      "repo": "agentuniverse-ai/agentUniverse",
      "reason": "Related to huggingface/agents-course through agent framework category and library_only deployment."
    },
    {
      "repo": "e2b-dev/awesome-ai-agents",
      "reason": "Related to huggingface/agents-course through agent framework category and library_only deployment."
    },
    {
      "repo": "langchain-ai/langchain",
      "reason": "Related to huggingface/agents-course through agent framework category and library_only deployment."
    },
    {
      "repo": "Significant-Gravitas/AutoGPT",
      "reason": "Related to huggingface/agents-course through agent framework category and library_only deployment."
    },
    {
      "repo": "ag2ai/ag2",
      "reason": "Related to huggingface/agents-course through agent framework category and library_only deployment."
    },
    {
      "repo": "Cellium-Project/Cellium-Agent",
      "reason": "Related to huggingface/agents-course through agent framework category and library_only deployment."
    }
  ],
  "dependencies": [
    "LLM provider"
  ],
  "deployments": [
    "library_only",
    "local",
    "cloud"
  ],
  "difficulty": "intermediate",
  "cloudflare_ready": false,
  "use_cases": [
    "discover related AI projects",
    "compare implementation patterns",
    "bootstrap project selection"
  ],
  "not_good_for": [
    "users expecting a single installable runtime or library",
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
  ],
  "classification": {
    "category": {
      "confidence": "high",
      "evidence": [
        "Matched \"agent\" in metadata.",
        "Matched \"agents\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Matched \"library\" in repository content.",
        "Local usage is assumed for open source repositories unless contradicted."
      ]
    },
    "difficulty": {
      "confidence": "medium",
      "evidence": [
        "No strong beginner or advanced signal found; defaulting to intermediate."
      ]
    },
    "cloudflare_ready": {
      "confidence": "high",
      "evidence": [
        "Runtime blocker: python.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 30677,
    "recent_commits": 0,
    "contributors": 100,
    "issue_response_time_hours": null,
    "release_frequency_180d": 0
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 35,
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "partial"
  },
  "quality_score": 45,
  "agent_score": 74,
  "score": 74,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 26,
    "deployment": 80,
    "popularity": 90,
    "community": 100
  },
  "git_top_score": 74,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 18,
    "documentation": 92,
    "stability": 45,
    "adoption": 100,
    "agent_readability": 100
  },
  "summary": {
    "tl_dr": "Use huggingface/agents-course when the user needs a curated agent framework resource collection with library-only, local, cloud usage paths.",
    "purpose": "Use huggingface/agents-course when the user needs a curated agent framework resource collection with library-only, local, cloud usage paths.",
    "install": "Reference collection; there is no direct install step.",
    "inputs": [
      "task prompt",
      "tools",
      "context",
      "memory/state"
    ],
    "outputs": [
      "agent runs",
      "tool calls",
      "workflow state"
    ],
    "good_for": [
      "discover related AI projects",
      "compare implementation patterns",
      "bootstrap project selection",
      "stateful agents",
      "tool-using assistants",
      "workflow orchestration"
    ],
    "not_good_for": [
      "users expecting a single installable runtime or library",
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "simple prompt-only apps",
      "one-shot chat wrappers"
    ],
    "deployment": [
      "library_only",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "github/awesome-copilot",
        "reason": "Similar agent framework with local/cloud deployment overlap."
      },
      {
        "repo": "GoogleCloudPlatform/generative-ai",
        "reason": "Similar agent framework with local/cloud deployment overlap."
      },
      {
        "repo": "openai/openai-cookbook",
        "reason": "Similar agent framework with local/cloud deployment overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "high",
        "evidence": [
          "Matched \"agent\" in metadata.",
          "Matched \"agents\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Matched \"library\" in repository content.",
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "No strong beginner or advanced signal found; defaulting to intermediate."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Runtime blocker: python.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 35,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "partial"
    },
    "source_fields": [
      "project.description",
      "project.topics",
      "project.language",
      "project.license",
      "agent_card.summary_for_agent",
      "agent_card.use_cases",
      "agent_card.deployment",
      "agent_card.classification",
      "metrics"
    ],
    "caveats": [
      "users expecting a single installable runtime or library",
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "Partial or estimated quality signals: contributors90d.",
      "Collection/resource hub; not a single installable runtime."
    ],
    "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
    "last_verified_at": "2026-08-05T02:00:17.417Z"
  },
  "caveats": [
    "users expecting a single installable runtime or library",
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: contributors90d.",
    "Collection/resource hub; not a single installable runtime."
  ],
  "confidence_reason": "Classification evidence and quality signals are strong enough for shortlist reasoning when metadata is current.",
  "source_fields": [
    "project.description",
    "project.topics",
    "project.language",
    "project.license",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics"
  ],
  "last_verified_at": "2026-08-05T02:00:17.417Z",
  "knowledge": {
    "project": {
      "id": "huggingface/agents-course",
      "owner": "huggingface",
      "name": "agents-course",
      "full_name": "huggingface/agents-course",
      "github_url": "https://github.com/huggingface/agents-course",
      "homepage_url": null,
      "description": "This repository contains the Hugging Face Agents Course. ",
      "language": "MDX",
      "topics": [
        "agentic-ai",
        "agents",
        "course",
        "huggingface",
        "langchain",
        "llamaindex",
        "smolagents"
      ],
      "license": "Apache-2.0",
      "stars": 30677,
      "forks": 2189,
      "open_issues": 152,
      "default_branch": "main",
      "created_at": "2025-01-16T19:50:22Z",
      "updated_at": "2026-08-05T01:11:10Z",
      "pushed_at": "2026-06-30T00:53:26Z",
      "synced_at": "2026-08-05T02:00:17.417Z"
    },
    "agent_card": {
      "project_id": "huggingface/agents-course",
      "project_kind": "collection",
      "collection_metadata": {
        "scope": "cookbook",
        "curated": true,
        "estimated_items": 25,
        "freshness": "active"
      },
      "category": "agent_framework",
      "difficulty": "intermediate",
      "deployment": [
        "library_only",
        "local",
        "cloud"
      ],
      "cloudflare_ready": false,
      "use_cases": [
        "discover related AI projects",
        "compare implementation patterns",
        "bootstrap project selection"
      ],
      "not_good_for": [
        "users expecting a single installable runtime or library",
        "edge-only Cloudflare Workers deployment without adaptation",
        "users expecting a complete hosted product"
      ],
      "alternatives": [
        {
          "project_id": "github/awesome-copilot",
          "reason": "Similar agent framework with local/cloud deployment overlap."
        },
        {
          "project_id": "GoogleCloudPlatform/generative-ai",
          "reason": "Similar agent framework with local/cloud deployment overlap."
        },
        {
          "project_id": "openai/openai-cookbook",
          "reason": "Similar agent framework with local/cloud deployment overlap."
        }
      ],
      "summary_for_agent": "Use huggingface/agents-course when the user needs a curated agent framework resource collection with library-only, local, cloud usage paths.",
      "classification": {
        "category": {
          "confidence": "high",
          "evidence": [
            "Matched \"agent\" in metadata.",
            "Matched \"agents\" in metadata."
          ]
        },
        "deployment": {
          "confidence": "high",
          "evidence": [
            "Matched \"library\" in repository content.",
            "Local usage is assumed for open source repositories unless contradicted."
          ]
        },
        "difficulty": {
          "confidence": "medium",
          "evidence": [
            "No strong beginner or advanced signal found; defaulting to intermediate."
          ]
        },
        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Runtime blocker: python.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-08-05T02:00:17.417Z"
    },
    "metrics": {
      "project_id": "huggingface/agents-course",
      "stars_30d_delta": 987,
      "commits_30d": 0,
      "releases_180d": 0,
      "contributors_90d": 100,
      "issue_first_response_median_hours": null,
      "recent_push_days": 36,
      "git_score": 45,
      "maintenance_score": 26,
      "signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 35,
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "partial"
      },
      "calculated_at": "2026-08-05T02:00:17.417Z"
    }
  },
  "resolved_from": {
    "requested_id": "huggingface/agents-course",
    "resolved_id": "huggingface/agents-course",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1057,
    "generated_at": "2026-08-07T07:32:01.183Z",
    "snapshot_id": "d1:1057:2026-08-07T03:21:58.827Z",
    "latest_synced_at": "2026-08-07T03:21:58.827Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}