name: Hugging Face description: The AI community building the future with open-source machine learning models, datasets, and applications. image: https://huggingface.co/front/assets/huggingface_logo.svg url: https://huggingface.co created: '2024' modified: '2026-05-19' specificationVersion: '0.18' apis: - name: Hugging Face Inference API description: Run inference on 200,000+ machine learning models with a simple HTTP request. image: https://huggingface.co/front/assets/huggingface_logo.svg humanURL: https://huggingface.co/docs/api-inference/index baseURL: https://api-inference.huggingface.co tags: - AI - Inference - Machine Learning - Models properties: - type: Documentation url: https://huggingface.co/docs/api-inference/index - type: OpenAPI url: https://huggingface.co/api-inference/openapi.json - type: OpenAPI url: openapi/hugging-face-inference-api.yml - type: Authentication url: https://huggingface.co/docs/api-inference/quicktour#authentication - type: GettingStarted url: https://huggingface.co/docs/api-inference/quicktour - type: RateLimits url: https://huggingface.co/docs/api-inference/en/rate-limits - type: FAQ url: https://huggingface.co/docs/api-inference/faq - type: NaftikoCapability url: capabilities/dataset-viewer-data-access.yaml - type: NaftikoCapability url: capabilities/dataset-viewer-dataset-info.yaml - type: NaftikoCapability url: capabilities/dataset-viewer-files-metadata.yaml - type: NaftikoCapability url: capabilities/dataset-viewer-search-filter.yaml - type: NaftikoCapability url: capabilities/hub-datasets.yaml - type: NaftikoCapability url: capabilities/hub-models.yaml - type: NaftikoCapability url: capabilities/hub-repos.yaml - type: NaftikoCapability url: capabilities/hub-spaces.yaml - type: NaftikoCapability url: capabilities/hub-users.yaml - type: NaftikoCapability url: capabilities/inference-audio.yaml - type: NaftikoCapability url: capabilities/inference-computer-vision.yaml - type: NaftikoCapability url: capabilities/inference-multimodal.yaml - type: NaftikoCapability url: capabilities/inference-natural-language-processing.yaml contact: - type: Support url: https://huggingface.co/support - name: Hugging Face Hub API description: Programmatically interact with the Hugging Face Hub - manage models, datasets, and spaces. image: https://huggingface.co/front/assets/huggingface_logo.svg humanURL: https://huggingface.co/docs/hub/api baseURL: https://huggingface.co/api tags: - Datasets - Hub - Models - Repository Management properties: - type: Documentation url: https://huggingface.co/docs/hub/api - type: OpenAPI url: https://huggingface.co/.well-known/openapi.json - type: OpenAPI url: openapi/hugging-face-hub-api.yml - type: SDK url: https://huggingface.co/docs/huggingface_hub/index - type: SDK url: https://huggingface.co/docs/huggingface.js/hub/README - type: Authentication url: https://huggingface.co/docs/hub/security-tokens - type: RateLimits url: https://huggingface.co/docs/hub/en/rate-limits contact: - type: Support url: https://huggingface.co/support - name: Hugging Face Inference Endpoints API description: Deploy and scale machine learning models with dedicated, secure infrastructure. image: https://huggingface.co/front/assets/huggingface_logo.svg humanURL: https://huggingface.co/docs/inference-endpoints/index baseURL: https://api.endpoints.huggingface.cloud tags: - Deployment - Enterprise - Inference - Managed Service properties: - type: Documentation url: https://huggingface.co/docs/inference-endpoints/api_reference - type: OpenAPI url: openapi/hugging-face-inference-endpoints-api.yml - type: GettingStarted url: https://huggingface.co/docs/inference-endpoints/index - type: Pricing url: https://huggingface.co/pricing#inference-endpoints - type: Authentication url: https://huggingface.co/docs/hub/security-tokens - type: NaftikoCapability url: capabilities/inference-endpoints-endpoints.yaml - type: NaftikoCapability url: capabilities/inference-endpoints-providers.yaml contact: - type: Support url: https://huggingface.co/support - name: Hugging Face Inference Providers API description: Unified proxy layer providing access to 15+ inference partners through a single OpenAI-compatible endpoint. image: https://huggingface.co/front/assets/huggingface_logo.svg humanURL: https://huggingface.co/docs/inference-providers/en/index baseURL: https://router.huggingface.co/v1 tags: - AI - Inference - OpenAI Compatible - Providers properties: - type: Documentation url: https://huggingface.co/docs/inference-providers/en/index - type: OpenAPI url: openapi/hugging-face-inference-providers-api.yml - type: APIReference url: https://huggingface.co/docs/inference-providers/en/tasks/index - type: GettingStarted url: https://huggingface.co/docs/inference-providers/en/guides/first-api-call - type: Pricing url: https://huggingface.co/docs/inference-providers/pricing - type: Models url: https://huggingface.co/inference/models - type: NaftikoCapability url: capabilities/inference-providers-audio.yaml - type: NaftikoCapability url: capabilities/inference-providers-chat-completions.yaml - type: NaftikoCapability url: capabilities/inference-providers-embeddings.yaml - type: NaftikoCapability url: capabilities/inference-providers-image-generation.yaml - type: NaftikoCapability url: capabilities/inference-providers-models.yaml - type: NaftikoCapability url: capabilities/inference-providers-text-generation.yaml contact: - type: Support url: https://huggingface.co/support - name: Hugging Face Dataset Viewer API description: Query and visualize datasets stored on the Hugging Face Hub through a lightweight REST API. image: https://huggingface.co/front/assets/huggingface_logo.svg humanURL: https://huggingface.co/docs/dataset-viewer/index baseURL: https://datasets-server.huggingface.co tags: - Data - Datasets - Viewer properties: - type: Documentation url: https://huggingface.co/docs/dataset-viewer/index - type: OpenAPI url: https://datasets-server.huggingface.co/openapi.json - type: OpenAPI url: openapi/hugging-face-dataset-viewer-api.yml - type: GettingStarted url: https://huggingface.co/docs/dataset-viewer/en/quick_start - type: GitHubRepository url: https://github.com/huggingface/dataset-viewer contact: - type: Support url: https://huggingface.co/support - name: Hugging Face Text Generation Inference API description: High-performance toolkit for deploying and serving large language models with optimized inference. image: https://huggingface.co/front/assets/huggingface_logo.svg humanURL: https://huggingface.co/docs/text-generation-inference/en/index baseURL: https://api-inference.huggingface.co tags: - AI - Inference - LLM - Text Generation properties: - type: Documentation url: https://huggingface.co/docs/text-generation-inference/en/index - type: OpenAPI url: openapi/hugging-face-text-generation-inference-api.yml - type: APIReference url: https://huggingface.co/docs/text-generation-inference/en/reference/api_reference - type: GettingStarted url: https://huggingface.co/docs/text-generation-inference/quicktour - type: Documentation url: https://huggingface.co/docs/text-generation-inference/en/messages_api - type: GitHubRepository url: https://github.com/huggingface/text-generation-inference - type: NaftikoCapability url: capabilities/text-generation-inference-chat.yaml - type: NaftikoCapability url: capabilities/text-generation-inference-info.yaml - type: NaftikoCapability url: capabilities/text-generation-inference-text-generation.yaml contact: - type: Support url: https://huggingface.co/support common: - type: ArazzoWorkflows url: arazzo/ workflows: - url: arazzo/hugging-face-chat-completion-with-model-discovery-workflow.yml name: Hugging Face Chat Completion with Model Discovery summary: Discover an available router model, confirm it exists, then run an OpenAI-compatible chat completion. - url: arazzo/hugging-face-create-repo-and-configure-workflow.yml name: Hugging Face Create Repository and Configure summary: Identify the authenticated user, create a new repository, then set its visibility and gating. - url: arazzo/hugging-face-dataset-filter-rows-workflow.yml name: Hugging Face Dataset Filter Rows summary: Confirm a dataset supports filtering, resolve its split, then apply a SQL-like filter. - url: arazzo/hugging-face-dataset-search-and-statistics-workflow.yml name: Hugging Face Dataset Search and Statistics summary: Resolve a dataset split, full-text search within it, then pull column statistics. - url: arazzo/hugging-face-dataset-size-and-parquet-workflow.yml name: Hugging Face Dataset Size and Parquet Files summary: Confirm a dataset on the Hub, read its size profile, then list its Parquet files. - url: arazzo/hugging-face-dataset-validate-and-preview-workflow.yml name: Hugging Face Dataset Validate and Preview summary: Check a dataset is viewer-ready, list its splits, then preview the first rows. - url: arazzo/hugging-face-deploy-inference-endpoint-workflow.yml name: Hugging Face Deploy Inference Endpoint and Wait summary: Create a dedicated Inference Endpoint, then poll its status until it is running. - url: arazzo/hugging-face-discover-space-workflow.yml name: Hugging Face Discover a Space summary: Search Hub Spaces by SDK and query, then load the top Space's details. - url: arazzo/hugging-face-embeddings-pair-workflow.yml name: Hugging Face Embeddings Pair summary: Confirm an embedding model is available, then embed a query and a document for comparison. - url: arazzo/hugging-face-grounded-text-generation-workflow.yml name: Hugging Face Grounded Text Generation summary: Find a text-generation model on the Hub, confirm it, then run hosted text generation. - url: arazzo/hugging-face-search-and-inspect-model-workflow.yml name: Hugging Face Search and Inspect a Model summary: Search the Hub for a model, fetch its full record, then inspect a specific revision. - url: arazzo/hugging-face-summarize-then-translate-workflow.yml name: Hugging Face Summarize Then Translate summary: Summarize a long document with one model, then translate the summary with another. - url: arazzo/hugging-face-tgi-inspect-and-generate-workflow.yml name: Hugging Face TGI Inspect and Generate summary: Read a TGI server's info, tokenize a prompt to check its length, then generate text. - url: arazzo/hugging-face-toggle-endpoint-state-workflow.yml name: Hugging Face Toggle Inference Endpoint State summary: Read an endpoint's current state, then pause it if running or resume it if paused. - type: Portal url: https://huggingface.co - type: Documentation url: https://huggingface.co/docs - type: GettingStarted url: https://huggingface.co/inference/get-started - type: Pricing url: https://huggingface.co/pricing - type: Blog url: https://huggingface.co/blog - type: ChangeLog url: https://huggingface.co/changelog - type: SignUp url: https://huggingface.co/signup - type: Login url: https://huggingface.co/login - type: Support url: https://huggingface.co/support - type: Contact url: https://huggingface.co/contact/sales - type: Support url: https://discuss.huggingface.co - type: GitHubOrganization url: https://github.com/huggingface - type: X url: https://twitter.com/huggingface - type: LinkedIn url: https://www.linkedin.com/company/huggingface - type: Support url: https://huggingface.co/join/discord - type: YouTube url: https://www.youtube.com/@HuggingFace - type: StatusPage url: https://status.huggingface.co - type: TermsOfService url: https://huggingface.co/terms-of-service - type: PrivacyPolicy url: https://huggingface.co/privacy - type: SDK url: https://huggingface.co/docs/huggingface_hub/index - type: SDK url: https://huggingface.co/docs/huggingface.js/en/index - type: Features data: - name: Model Inference description: Run inference on 200,000+ ML models with a simple HTTP request across NLP, vision, audio, and multimodal tasks. - name: Hub Repository Management description: Programmatically manage models, datasets, and spaces including creation, versioning, and access control. - name: Dedicated Endpoints description: Deploy models on dedicated infrastructure with autoscaling, custom hardware, and private networking. - name: Multi-Provider Routing description: Unified OpenAI-compatible API routing to 15+ inference providers with automatic model selection. - name: Dataset Exploration description: Query, search, filter, and visualize datasets without downloading via the Dataset Viewer API. - name: Text Generation Inference description: High-performance LLM serving with streaming, tool calling, structured output, and grammar constraints. - name: OpenAI Compatibility description: Drop-in replacement for OpenAI API with chat completions, embeddings, and image generation endpoints. - type: UseCases data: - name: ML Model Prototyping description: Rapidly prototype AI applications by running inference on pre-trained models without infrastructure setup. - name: Production ML Deployment description: Deploy and scale ML models for production workloads with dedicated endpoints and autoscaling. - name: Dataset Curation description: Explore, validate, and curate ML datasets programmatically for training pipeline automation. - name: AI Application Development description: Build AI-powered applications using unified inference APIs with multi-provider routing. - name: Model Benchmarking description: Compare model performance across providers and hardware configurations for optimization. - type: Integrations data: - name: AWS description: Deploy inference endpoints on AWS with SageMaker integration and GPU instances. - name: Google Cloud description: Route inference to Google Cloud TPUs and GPUs through the providers API. - name: Azure description: Deploy models on Azure infrastructure with managed endpoint support. - name: LangChain description: Use Hugging Face models as LangChain LLM and embedding providers. - name: Gradio description: Build interactive ML demos with Gradio and deploy as Hugging Face Spaces. - type: JSONSchema url: json-schema/hugging-face-model-schema.json - type: JSONSchema url: json-schema/hugging-face-dataset-schema.json - type: JSONSchema url: json-schema/hugging-face-space-schema.json - type: JSONSchema url: json-schema/hugging-face-inference-endpoint-schema.json - type: JSONSchema url: json-schema/hugging-face-user-schema.json - type: JSONLD url: json-ld/hugging-face-context.jsonld - type: Integrations url: https://huggingface.co/integrations - name: MCP Server url: https://github.com/huggingface/hf-mcp-server type: MCPServer - name: Agent Skills url: https://github.com/huggingface/skills type: AgentSkill integrations: - name: models 0 - name: datasets 0 maintainers: - name: Kin Lane email: kin@apievangelist.com url: https://apievangelist.com