AI Knowledge Extraction

osop_version: "1.0"
id: "ai-knowledge-extraction"
name: "AI Knowledge Extraction"
description: "AI extracts entities and builds knowledge graph from documents; expert validates."

nodes:
  - id: "upload_docs"
    type: "human"
    subtype: "input"
    name: "Upload Documents"
    description: "Team uploads reports, wikis, meeting notes, and manuals."

  - id: "entity_extract"
    type: "agent"
    subtype: "llm"
    name: "AI Entity Extraction"
    description: "Identify people, concepts, processes, and relationships from text."
    timeout_sec: 180

  - id: "graph_build"
    type: "db"
    subtype: "query"
    name: "Knowledge Graph Construction"
    description: "Insert extracted entities and edges into graph database."

  - id: "expert_review"
    type: "human"
    subtype: "review"
    name: "Expert Review"
    description: "Domain expert validates entity accuracy and relationship labels."
    security:
      approval_gate: true

  - id: "publish_wiki"
    type: "api"
    subtype: "rest"
    name: "Publish to Wiki"
    description: "Export validated knowledge graph to internal wiki and search index."

edges:
  - from: "upload_docs"
    to: "entity_extract"
    mode: "sequential"
  - from: "entity_extract"
    to: "graph_build"
    mode: "sequential"
  - from: "graph_build"
    to: "expert_review"
    mode: "sequential"
  - from: "expert_review"
    to: "publish_wiki"
    mode: "conditional"
    when: "review.approved == true"
  - from: "expert_review"
    to: "entity_extract"
    mode: "loop"
    label: "Re-extract with corrected labels"