{
  "slug": "smolagents",
  "name": "smolagents",
  "company": "Hugging Face",
  "website": "https://huggingface.co/docs/smolagents/",
  "category": "platforms",
  "business_model": "open",
  "availability": "unknown",
  "launched": null,
  "tags": [
    "framework",
    "developer-tools"
  ],
  "updated": "2026-11-03",
  "sources": [
    {
      "title": "smolagents — official product",
      "url": "https://huggingface.co/docs/smolagents/"
    },
    {
      "title": "smolagents — official documentation and terms",
      "url": "https://github.com/huggingface/smolagents"
    }
  ],
  "selection": {
    "tasks": [
      "automation-agents"
    ],
    "form_factor": "library",
    "platforms": [
      "unknown"
    ],
    "deployment": [
      "unknown"
    ],
    "offline": "unknown",
    "regions": [
      "unknown"
    ],
    "api": "unknown",
    "license": "unknown",
    "commercial_use": "unknown",
    "languages": [
      "unknown"
    ],
    "billing": {
      "models": [
        "open-source"
      ],
      "free_allowance": "yes",
      "requires_subscription": "no"
    }
  },
  "selection_evidence": {
    "tasks": {
      "status": "editorial_inference",
      "note": "Editorial classification of the documented features; not a product-performance test."
    },
    "form_factor": {
      "status": "editorial_inference",
      "note": "Editorial classification of the documented features; not a product-performance test."
    },
    "platforms": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "deployment": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "offline": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "regions": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "api": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "license": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "commercial_use": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "languages": {
      "status": "unknown",
      "note": "This product-specific field was not established in this entry’s source review."
    },
    "billing": {
      "status": "editorial_inference",
      "note": "Editorial classification of the documented features; not a product-performance test."
    }
  },
  "facts": [
    {
      "id": "smolagents.capability.primary",
      "field": "capability",
      "value": "CodeAgent writes tool actions as Python code",
      "status": "verified",
      "evidence_type": "official_page",
      "checked": "2026-11-03",
      "sources": [
        "https://github.com/huggingface/smolagents"
      ]
    }
  ],
  "docs_url": "https://github.com/huggingface/smolagents",
  "description": "Hugging Face Python agent library where agents can express actions as executable code.",
  "overview": "Typical uses include Development of tool-using agents; Construction of retrieval-augmented applications. Documented capabilities: CodeAgent writes tool actions as Python code; Sandbox execution integrations for code actions; Model-agnostic tools and Hugging Face Hub sharing.",
  "features": [
    "CodeAgent writes tool actions as Python code",
    "Sandbox execution integrations for code actions",
    "Model-agnostic tools and Hugging Face Hub sharing"
  ],
  "use_cases": [
    "Development of tool-using agents",
    "Construction of retrieval-augmented applications"
  ],
  "pricing_notes": "The open-source software can be run on your own infrastructure. Compute, storage and any external model API usage are separate costs; a managed service is not included.",
  "faq": [
    {
      "q": "Where does smolagents fit in a workflow?",
      "a": "Hugging Face Python agent library where agents can express actions as executable code. CodeAgent writes tool actions as Python code."
    },
    {
      "q": "What costs and limits should I compare before choosing smolagents?",
      "a": "The open-source software can be run on your own infrastructure. Compute, storage and any external model API usage are separate costs; a managed service is not included."
    }
  ],
  "i18n": {
    "zh": {
      "description": "Hugging Face的Python智能体库，可将动作表达为可执行代码。",
      "overview": "典型用途包括工具调用智能体开发、检索增强应用构建。文档列明的能力包括：CodeAgent以Python代码编写工具动作；代码动作的沙箱执行集成；模型无关工具及Hugging Face Hub共享。",
      "features": [
        "CodeAgent以Python代码编写工具动作",
        "代码动作的沙箱执行集成",
        "模型无关工具及Hugging Face Hub共享"
      ],
      "use_cases": [
        "工具调用智能体开发",
        "检索增强应用构建"
      ],
      "pricing_notes": "开源软件可在自己的基础设施运行。计算、存储和外部模型API用量另计，不包含托管服务。",
      "faq": [
        {
          "q": "smolagents适合工作流中的哪个环节？",
          "a": "Hugging Face的Python智能体库，可将动作表达为可执行代码。 CodeAgent以Python代码编写工具动作."
        },
        {
          "q": "选择smolagents前应比较哪些费用和限制？",
          "a": "开源软件可在自己的基础设施运行。计算、存储和外部模型API用量另计，不包含托管服务。"
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "依据所记录功能作出的编辑归类，非产品性能实测。"
        },
        "form_factor": {
          "note": "依据所记录功能作出的编辑归类，非产品性能实测。"
        },
        "platforms": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "deployment": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "offline": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "regions": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "api": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "license": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "commercial_use": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "languages": {
          "note": "本条目的来源核查尚未确认这一产品字段。"
        },
        "billing": {
          "note": "依据所记录功能作出的编辑归类，非产品性能实测。"
        }
      },
      "facts": {
        "smolagents.capability.primary": {
          "value": "CodeAgent以Python代码编写工具动作"
        }
      }
    },
    "es": {
      "description": "Biblioteca Python de Hugging Face donde los agentes expresan acciones como código.",
      "overview": "Usos habituales: Desarrollo de agentes con herramientas; Aplicaciones con recuperación aumentada. Funciones documentadas: CodeAgent escribe acciones en Python; Integraciones de ejecución aislada; Herramientas agnósticas y distribución por Hub.",
      "features": [
        "CodeAgent escribe acciones en Python",
        "Integraciones de ejecución aislada",
        "Herramientas agnósticas y distribución por Hub"
      ],
      "use_cases": [
        "Desarrollo de agentes con herramientas",
        "Aplicaciones con recuperación aumentada"
      ],
      "pricing_notes": "El software abierto puede ejecutarse en infraestructura propia. El cómputo, almacenamiento y las API de modelos se pagan aparte; no incluye servicio gestionado.",
      "faq": [
        {
          "q": "¿En qué parte del flujo encaja smolagents?",
          "a": "Biblioteca Python de Hugging Face donde los agentes expresan acciones como código. CodeAgent escribe acciones en Python."
        },
        {
          "q": "¿Qué costes y límites debo comparar antes de elegir smolagents?",
          "a": "El software abierto puede ejecutarse en infraestructura propia. El cómputo, almacenamiento y las API de modelos se pagan aparte; no incluye servicio gestionado."
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "Clasificación editorial de las funciones documentadas; no es una prueba de rendimiento."
        },
        "form_factor": {
          "note": "Clasificación editorial de las funciones documentadas; no es una prueba de rendimiento."
        },
        "platforms": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "deployment": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "offline": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "regions": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "api": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "license": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "commercial_use": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "languages": {
          "note": "La revisión de fuentes de esta entrada no estableció este dato del producto."
        },
        "billing": {
          "note": "Clasificación editorial de las funciones documentadas; no es una prueba de rendimiento."
        }
      },
      "facts": {
        "smolagents.capability.primary": {
          "value": "CodeAgent escribe acciones en Python"
        }
      }
    },
    "fr": {
      "description": "Bibliothèque Python Hugging Face où les agents expriment les actions en code.",
      "overview": "Usages courants : Développement d’agents utilisant des outils; Applications augmentées par recherche. Fonctions documentées : CodeAgent écrit les actions en Python; Intégrations d’exécution en environnement isolé; Outils indépendants du modèle et partage sur Hub.",
      "features": [
        "CodeAgent écrit les actions en Python",
        "Intégrations d’exécution en environnement isolé",
        "Outils indépendants du modèle et partage sur Hub"
      ],
      "use_cases": [
        "Développement d’agents utilisant des outils",
        "Applications augmentées par recherche"
      ],
      "pricing_notes": "Le logiciel open source s’exécute sur votre infrastructure. Calcul, stockage et API de modèles externes sont à financer séparément ; aucun service géré n’est inclus.",
      "faq": [
        {
          "q": "Quelle place occupe smolagents dans un parcours de travail ?",
          "a": "Bibliothèque Python Hugging Face où les agents expriment les actions en code. CodeAgent écrit les actions en Python."
        },
        {
          "q": "Quels coûts et limites comparer avant de choisir smolagents ?",
          "a": "Le logiciel open source s’exécute sur votre infrastructure. Calcul, stockage et API de modèles externes sont à financer séparément ; aucun service géré n’est inclus."
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "Classement éditorial des fonctions documentées ; aucun test de performance."
        },
        "form_factor": {
          "note": "Classement éditorial des fonctions documentées ; aucun test de performance."
        },
        "platforms": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "deployment": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "offline": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "regions": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "api": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "license": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "commercial_use": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "languages": {
          "note": "L’examen des sources de cette fiche n’a pas établi ce point du produit."
        },
        "billing": {
          "note": "Classement éditorial des fonctions documentées ; aucun test de performance."
        }
      },
      "facts": {
        "smolagents.capability.primary": {
          "value": "CodeAgent écrit les actions en Python"
        }
      }
    },
    "ja": {
      "description": "操作を実行コードで表せるHugging FaceのPythonエージェントライブラリ。",
      "overview": "主な用途はツール利用エージェントの開発、検索拡張アプリの構築です。資料に記載された機能：CodeAgentがツール操作をPythonで記述；コード操作のサンドボックス実行連携；モデルに依存しないツールとHub共有。",
      "features": [
        "CodeAgentがツール操作をPythonで記述",
        "コード操作のサンドボックス実行連携",
        "モデルに依存しないツールとHub共有"
      ],
      "use_cases": [
        "ツール利用エージェントの開発",
        "検索拡張アプリの構築"
      ],
      "pricing_notes": "オープンソースソフトウェアは自前の基盤で実行できます。計算資源、ストレージ、外部モデルAPIは別費用で、マネージドサービスは含みません。",
      "faq": [
        {
          "q": "smolagentsはワークフローのどの部分に向いていますか？",
          "a": "操作を実行コードで表せるHugging FaceのPythonエージェントライブラリ。 CodeAgentがツール操作をPythonで記述."
        },
        {
          "q": "smolagentsを選ぶ前に比較すべき費用や制限は何ですか？",
          "a": "オープンソースソフトウェアは自前の基盤で実行できます。計算資源、ストレージ、外部モデルAPIは別費用で、マネージドサービスは含みません。"
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "記録された機能に基づく編集上の分類であり、性能の実測ではありません。"
        },
        "form_factor": {
          "note": "記録された機能に基づく編集上の分類であり、性能の実測ではありません。"
        },
        "platforms": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "deployment": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "offline": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "regions": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "api": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "license": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "commercial_use": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "languages": {
          "note": "この項目の資料確認では、この製品固有の情報は未確認です。"
        },
        "billing": {
          "note": "記録された機能に基づく編集上の分類であり、性能の実測ではありません。"
        }
      },
      "facts": {
        "smolagents.capability.primary": {
          "value": "CodeAgentがツール操作をPythonで記述"
        }
      }
    },
    "de": {
      "description": "Python-Agentenbibliothek von Hugging Face mit Aktionen als ausführbarer Code.",
      "overview": "Typische Anwendungen: Entwicklung werkzeugnutzender Agenten; Aufbau retrievalgestützter Anwendungen. Dokumentierte Funktionen: CodeAgent schreibt Werkzeugaktionen als Python; Sandbox-Integrationen für Codeausführung; Modellunabhängige Tools und Teilen über den Hub.",
      "features": [
        "CodeAgent schreibt Werkzeugaktionen als Python",
        "Sandbox-Integrationen für Codeausführung",
        "Modellunabhängige Tools und Teilen über den Hub"
      ],
      "use_cases": [
        "Entwicklung werkzeugnutzender Agenten",
        "Aufbau retrievalgestützter Anwendungen"
      ],
      "pricing_notes": "Die Open-Source-Software läuft auf eigener Infrastruktur. Rechenleistung, Speicher und externe Modell-APIs kosten separat; ein verwalteter Dienst ist nicht enthalten.",
      "faq": [
        {
          "q": "Wo passt smolagents in den Arbeitsablauf?",
          "a": "Python-Agentenbibliothek von Hugging Face mit Aktionen als ausführbarer Code. CodeAgent schreibt Werkzeugaktionen als Python."
        },
        {
          "q": "Welche Kosten und Limits sollte ich vor der Wahl von smolagents vergleichen?",
          "a": "Die Open-Source-Software läuft auf eigener Infrastruktur. Rechenleistung, Speicher und externe Modell-APIs kosten separat; ein verwalteter Dienst ist nicht enthalten."
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "Redaktionelle Einordnung dokumentierter Funktionen; kein Leistungstest."
        },
        "form_factor": {
          "note": "Redaktionelle Einordnung dokumentierter Funktionen; kein Leistungstest."
        },
        "platforms": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "deployment": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "offline": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "regions": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "api": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "license": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "commercial_use": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "languages": {
          "note": "Die Quellenprüfung dieses Eintrags hat dieses Produktfeld nicht belegt."
        },
        "billing": {
          "note": "Redaktionelle Einordnung dokumentierter Funktionen; kein Leistungstest."
        }
      },
      "facts": {
        "smolagents.capability.primary": {
          "value": "CodeAgent schreibt Werkzeugaktionen als Python"
        }
      }
    },
    "pt": {
      "description": "Biblioteca Python Hugging Face com ações expressas como código executável.",
      "overview": "Usos comuns: Desenvolvimento de agentes com ferramentas; Aplicações com recuperação aumentada. Recursos documentados: CodeAgent escreve ações em Python; Integrações de execução em sandbox; Ferramentas agnósticas e compartilhamento pelo Hub.",
      "features": [
        "CodeAgent escreve ações em Python",
        "Integrações de execução em sandbox",
        "Ferramentas agnósticas e compartilhamento pelo Hub"
      ],
      "use_cases": [
        "Desenvolvimento de agentes com ferramentas",
        "Aplicações com recuperação aumentada"
      ],
      "pricing_notes": "O software aberto pode rodar em infraestrutura própria. Computação, armazenamento e APIs externas de modelos têm custos separados; serviço gerenciado não está incluído.",
      "faq": [
        {
          "q": "Em que parte do fluxo smolagents se encaixa?",
          "a": "Biblioteca Python Hugging Face com ações expressas como código executável. CodeAgent escreve ações em Python."
        },
        {
          "q": "Quais custos e limites comparar antes de escolher smolagents?",
          "a": "O software aberto pode rodar em infraestrutura própria. Computação, armazenamento e APIs externas de modelos têm custos separados; serviço gerenciado não está incluído."
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "Classificação editorial dos recursos documentados; não é um teste de desempenho."
        },
        "form_factor": {
          "note": "Classificação editorial dos recursos documentados; não é um teste de desempenho."
        },
        "platforms": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "deployment": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "offline": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "regions": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "api": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "license": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "commercial_use": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "languages": {
          "note": "A revisão de fontes desta entrada não estabeleceu este dado do produto."
        },
        "billing": {
          "note": "Classificação editorial dos recursos documentados; não é um teste de desempenho."
        }
      },
      "facts": {
        "smolagents.capability.primary": {
          "value": "CodeAgent escreve ações em Python"
        }
      }
    },
    "ko": {
      "description": "동작을 실행 코드로 표현할 수 있는 Hugging Face Python 에이전트 라이브러리입니다.",
      "overview": "주요 용도는 도구 사용 에이전트 개발; 검색 증강 앱 구축입니다. 문서에 명시된 기능: 도구 동작을 Python으로 작성하는 CodeAgent; 코드 작업 샌드박스 실행 통합; 모델 독립 도구 및 Hub 공유.",
      "features": [
        "도구 동작을 Python으로 작성하는 CodeAgent",
        "코드 작업 샌드박스 실행 통합",
        "모델 독립 도구 및 Hub 공유"
      ],
      "use_cases": [
        "도구 사용 에이전트 개발",
        "검색 증강 앱 구축"
      ],
      "pricing_notes": "오픈 소스 소프트웨어는 자체 인프라에서 실행할 수 있습니다. 컴퓨팅, 저장 공간, 외부 모델 API 비용은 별도이며 관리형 서비스는 포함되지 않습니다.",
      "faq": [
        {
          "q": "smolagents은(는) 워크플로의 어느 단계에 적합한가요?",
          "a": "동작을 실행 코드로 표현할 수 있는 Hugging Face Python 에이전트 라이브러리입니다. 도구 동작을 Python으로 작성하는 CodeAgent."
        },
        {
          "q": "smolagents 선택 전에 어떤 비용과 제한을 비교해야 하나요?",
          "a": "오픈 소스 소프트웨어는 자체 인프라에서 실행할 수 있습니다. 컴퓨팅, 저장 공간, 외부 모델 API 비용은 별도이며 관리형 서비스는 포함되지 않습니다."
        }
      ],
      "selection_evidence": {
        "tasks": {
          "note": "문서화된 기능에 따른 편집상 분류이며 성능 실측이 아닙니다."
        },
        "form_factor": {
          "note": "문서화된 기능에 따른 편집상 분류이며 성능 실측이 아닙니다."
        },
        "platforms": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "deployment": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "offline": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "regions": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "api": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "license": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "commercial_use": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "languages": {
          "note": "이 항목의 출처 검토에서 해당 제품 정보를 확인하지 못했습니다."
        },
        "billing": {
          "note": "문서화된 기능에 따른 편집상 분류이며 성능 실측이 아닙니다."
        }
      },
      "facts": {
        "smolagents.capability.primary": {
          "value": "도구 동작을 Python으로 작성하는 CodeAgent"
        }
      }
    }
  },
  "verification": {
    "last_checked": "2026-11-03",
    "batch": "catalog-500-20261103",
    "source_review": "Official product pages read; no product-performance test.",
    "reviewed_sources": [
      "https://github.com/huggingface/smolagents",
      "https://huggingface.co/docs/smolagents/"
    ],
    "egress_region": "unknown",
    "owner": "technical",
    "gap_note": "Only documented product scope and supplied claims were reviewed. Fields left unknown were not established for this entry; no launch date, geographic guarantee or licence is inferred."
  },
  "url": "https://globalaiproductindex.com/products/smolagents/"
}