group: kb
type: process
entries:
  # Collection Management
  - name: collection.create
    desc: Create a new knowledge base collection with embedding configuration
    args:
      - name: params
        type: object
        required: true
        desc: "Collection parameters: {id, metadata: {name, description}, embedding_provider_id, embedding_option_id, locale, config: {distance, index_type, m, ef_construction, ef_search}}"
    return:
      type: object
      desc: "Object with collection_id and message"

  - name: collection.remove
    desc: Remove a collection and all its documents
    args:
      - name: collectionID
        type: string
        required: true
        desc: Collection ID to remove
    return:
      type: object
      desc: "Object with collection_id, removed status, documents_removed count, and message"

  - name: collection.get
    desc: Retrieve a collection by its ID
    args:
      - name: collectionID
        type: string
        required: true
        desc: Collection ID to retrieve
    return:
      type: object
      desc: Collection details including metadata, embedding config, status, etc.

  - name: collection.exists
    desc: Check if a collection exists
    args:
      - name: collectionID
        type: string
        required: true
        desc: Collection ID to check
    return:
      type: object
      desc: "Object with collection_id and exists (bool)"

  - name: collection.list
    desc: List collections with pagination and filtering
    args:
      - name: filter
        type: object
        required: false
        desc: "Filter parameters: {page, pagesize, keywords, status, embedding_provider_id, system, select, sort}"
    return:
      type: object
      desc: Paginated result with data array, page, pagesize, total, pagecnt, next, prev

  - name: collection.updatemetadata
    desc: Update the metadata of an existing collection
    args:
      - name: collectionID
        type: string
        required: true
        desc: Collection ID to update
      - name: params
        type: object
        required: true
        desc: "Update parameters: {metadata: {name, description}}"
    return:
      type: object
      desc: "Object with collection_id and message"

  # Document Management
  - name: documents.addfile
    desc: Add a document to a collection from an uploaded file
    args:
      - name: params
        type: object
        required: true
        desc: File upload parameters including collection_id and file data
    return:
      type: object
      desc: Document creation result with document_id

  - name: documents.addtext
    desc: Add a document to a collection from raw text content
    args:
      - name: params
        type: object
        required: true
        desc: Text document parameters including collection_id, content, and metadata
    return:
      type: object
      desc: Document creation result with document_id

  - name: documents.addurl
    desc: Add a document to a collection by fetching content from a URL
    args:
      - name: params
        type: object
        required: true
        desc: URL document parameters including collection_id and URL
    return:
      type: object
      desc: Document creation result with document_id

  - name: documents.getcontents
    desc: Retrieve content for one or more documents by their IDs
    args:
      - name: documentIDs
        type: any
        required: true
        desc: "A single document ID (string) or an array of document IDs"
    return:
      type: array
      desc: Array of objects with document_id, name, content, content_type, etc.