slug: hugging-face
provider: Hugging Face
generated_by: planning/capability-mapping/scripts/classify_capabilities.py
model: claude-opus-5
frame:
- Banking & Capital Markets
- Software & Technology
min_confidence: 0.7
capability_model:
  source: https://github.com/vincentmakes/turbo-ea-capabilities
  license: CC-BY-4.0
  attribution: Turbo EA Capabilities by Vincent Verdet — Turbo EA, https://github.com/vincentmakes/turbo-ea-capabilities,
    CC BY 4.0
  notice: NOTICE
edge_count: 7
edges:
- tag: Natural Language Processing
  spec_file: hugging-face-natural-language-processing-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.8
  evidence: POST /models/{model_id} runInference Run Inference on a Model; POST /models/{model_id}/summarization
    summarization Text Summarization Inference
  reason: Broad set of NLP model inference operations — clearly AI/ML model lifecycle/serving under Information
    & Data Management.
- tag: Embeddings
  spec_file: hugging-face-embeddings-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.75
  evidence: POST /v1/embeddings createEmbeddings Create Embeddings
  reason: Model inference producing embeddings — AI/ML capability delivery. Maps to Artificial Intelligence
    Management, though it is model serving rather than full lifecycle.
- tag: Endpoints
  spec_file: hugging-face-endpoints-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.7
  evidence: POST /endpoint/{namespace} createEndpoint Create a New Endpoint; POST /endpoint/{namespace}/{endpoint_name}/scale-to-zero
  reason: Lifecycle management of model inference endpoints (create, pause, resume, scale, logs, metrics)
    — MLOps/model serving operations. Could also read as generic infrastructure ops, hence moderate confidence.
- tag: Image Generation
  spec_file: hugging-face-image-generation-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.7
  evidence: POST /v1/images/generations createImageGeneration Generate Images
  reason: Generative AI inference service. Fits AI/ML capability at L1/L2; no more specific business process
    is evidenced.
- tag: Models
  spec_file: hugging-face-models-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.7
  evidence: GET /models listModels List Models on the Hub; GET /models/{repo_id}/revision/{revision} Get
    Model Information at a Specific Revision
  reason: Model registry/catalogue with revisions — model inventory aspect of AI/ML lifecycle management.
- tag: Multimodal
  spec_file: hugging-face-multimodal-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.7
  evidence: POST /models/{model_id}/text-to-image textToImage Text to Image Generation
  reason: Multimodal model inference — AI/ML model serving capability.
- tag: Text Generation
  spec_file: hugging-face-text-generation-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.7
  evidence: POST /generate generate Generate Text; POST /generate_stream generateStream Generate Text
    With Streaming
  reason: Operations perform LLM inference (completions and streaming text generation), i.e. serving/consumption
    of AI models, which sits under Artificial Intelligence Management. Confidence tempered because the
    surface is inference-only rather than full model lifecycle.