openapi: 3.2.0
info:
  title: External Knowledge bases API
  version: 6551bd49db665ffb7f80780b3e150b8e8b780cc3
servers:
- url: https://api.tryprofound.com
  description: Production Server
tags:
- name: Knowledge bases
paths:
  /v1/knowledge-bases:
    get:
      tags:
      - Knowledge bases
      summary: List Knowledge Bases
      description: List knowledge bases accessible to the API key.
      operationId: list_knowledge_bases_v1_knowledge_bases_get
      security:
      - APIKeyHeader: []
      - BearerAuth: []
      parameters:
      - name: organization_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          description: Organization scope for API keys that can access multiple organizations.
          title: Organization Id
        description: Organization scope for API keys that can access multiple organizations.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListKnowledgeBasesResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/knowledge-bases/{knowledge_base_id}/search:
    post:
      tags:
      - Knowledge bases
      summary: Search Knowledge Base
      description: Search a knowledge base and return matching snippets or pages.
      operationId: search_knowledge_base_v1_knowledge_bases__knowledge_base_id__search_post
      security:
      - APIKeyHeader: []
      - BearerAuth: []
      parameters:
      - name: knowledge_base_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          description: Unique knowledge base ID.
          title: Knowledge Base Id
        description: Unique knowledge base ID.
      - name: organization_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          description: Organization scope for API keys that can access multiple organizations.
          title: Organization Id
        description: Organization scope for API keys that can access multiple organizations.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SearchKnowledgeBaseRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KnowledgeBaseSearchResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/knowledge-bases/{knowledge_base_id}/documents:
    post:
      tags:
      - Knowledge bases
      summary: Add Document
      description: Add a document to a knowledge base using JSON text or multipart file upload.
      operationId: add_document_v1_knowledge_bases__knowledge_base_id__documents_post
      security:
      - APIKeyHeader: []
      - BearerAuth: []
      parameters:
      - name: knowledge_base_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          description: Unique knowledge base ID.
          title: Knowledge Base Id
        description: Unique knowledge base ID.
      - name: organization_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          description: Organization scope for API keys that can access multiple organizations.
          title: Organization Id
        description: Organization scope for API keys that can access multiple organizations.
      responses:
        '201':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DocumentOperationResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              additionalProperties: false
              properties:
                name:
                  description: Unique document name.
                  minLength: 1
                  title: Name
                  type: string
                text:
                  description: Text content to add to the document.
                  minLength: 1
                  title: Text
                  type: string
                folder:
                  anyOf:
                  - minLength: 1
                    type: string
                  - type: 'null'
                  description: Folder path to add the document under.
                  title: Folder
              required:
              - name
              - text
              title: AddDocumentRequest
              type: object
          multipart/form-data:
            schema:
              type: object
              required:
              - name
              - file
              properties:
                name:
                  type: string
                  description: Document name or path.
                folder:
                  type: string
                  description: Folder path containing the document.
                file:
                  type: string
                  format: binary
                  description: Document file to upload.
    put:
      tags:
      - Knowledge bases
      summary: Update Document
      description: Overwrite a knowledge base document using JSON text or multipart file upload.
      operationId: update_document_v1_knowledge_bases__knowledge_base_id__documents_put
      security:
      - APIKeyHeader: []
      - BearerAuth: []
      parameters:
      - name: knowledge_base_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          description: Unique knowledge base ID.
          title: Knowledge Base Id
        description: Unique knowledge base ID.
      - name: organization_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          description: Organization scope for API keys that can access multiple organizations.
          title: Organization Id
        description: Organization scope for API keys that can access multiple organizations.
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DocumentOperationResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              additionalProperties: false
              properties:
                name:
                  description: Document name or path to update.
                  minLength: 1
                  title: Name
                  type: string
                text:
                  description: Replacement text content for the document.
                  minLength: 1
                  title: Text
                  type: string
                folder:
                  anyOf:
                  - minLength: 1
                    type: string
                  - type: 'null'
                  description: Folder path containing the document.
                  title: Folder
              required:
              - name
              - text
              title: UpdateDocumentRequest
              type: object
          multipart/form-data:
            schema:
              type: object
              required:
              - name
              - file
              properties:
                name:
                  type: string
                  description: Document name or path.
                folder:
                  type: string
                  description: Folder path containing the document.
                file:
                  type: string
                  format: binary
                  description: Document file to upload.
    delete:
      tags:
      - Knowledge bases
      summary: Delete Document
      description: Delete an existing document from a knowledge base.
      operationId: delete_document_v1_knowledge_bases__knowledge_base_id__documents_delete
      security:
      - APIKeyHeader: []
      - BearerAuth: []
      parameters:
      - name: knowledge_base_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          description: Unique knowledge base ID.
          title: Knowledge Base Id
        description: Unique knowledge base ID.
      - name: organization_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          description: Organization scope for API keys that can access multiple organizations.
          title: Organization Id
        description: Organization scope for API keys that can access multiple organizations.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DeleteDocumentRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DocumentOperationResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/knowledge-bases/{knowledge_base_id}/folders:
    post:
      tags:
      - Knowledge bases
      summary: Add Folder
      description: Create an empty folder at the requested knowledge base path.
      operationId: add_folder_v1_knowledge_bases__knowledge_base_id__folders_post
      security:
      - APIKeyHeader: []
      - BearerAuth: []
      parameters:
      - name: knowledge_base_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          description: Unique knowledge base ID.
          title: Knowledge Base Id
        description: Unique knowledge base ID.
      - name: organization_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          description: Organization scope for API keys that can access multiple organizations.
          title: Organization Id
        description: Organization scope for API keys that can access multiple organizations.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/AddFolderRequest'
      responses:
        '201':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/FolderOperationResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    delete:
      tags:
      - Knowledge bases
      summary: Delete Folder
      description: Delete a folder. With recursive=false, non-empty folders return 409 and no contents are deleted.
      operationId: delete_folder_v1_knowledge_bases__knowledge_base_id__folders_delete
      security:
      - APIKeyHeader: []
      - BearerAuth: []
      parameters:
      - name: knowledge_base_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          description: Unique knowledge base ID.
          title: Knowledge Base Id
        description: Unique knowledge base ID.
      - name: organization_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          description: Organization scope for API keys that can access multiple organizations.
          title: Organization Id
        description: Organization scope for API keys that can access multiple organizations.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DeleteFolderRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/FolderOperationResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
components:
  schemas:
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    KnowledgeBaseSearchResult:
      properties:
        id:
          type: string
          title: Id
          description: Document or chunk path.
        score:
          type: number
          title: Score
          description: Relevance score.
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
          description: Result metadata, including folder path.
        content:
          type: string
          title: Content
          description: Matched content.
      additionalProperties: false
      type: object
      required:
      - id
      - score
      - metadata
      - content
      title: KnowledgeBaseSearchResult
    AddFolderRequest:
      properties:
        path:
          type: string
          minLength: 1
          title: Path
          description: Folder path to create.
      additionalProperties: false
      type: object
      required:
      - path
      title: AddFolderRequest
    DeleteDocumentRequest:
      properties:
        name:
          type: string
          minLength: 1
          title: Name
          description: Document path to delete.
      additionalProperties: false
      type: object
      required:
      - name
      title: DeleteDocumentRequest
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
            - type: string
            - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
        input:
          title: Input
        ctx:
          type: object
          title: Context
      type: object
      required:
      - loc
      - msg
      - type
      title: ValidationError
    KnowledgeBaseItem:
      properties:
        id:
          type: string
          format: uuid
          title: Id
          description: Unique knowledge base ID.
        name:
          type: string
          title: Name
          description: Knowledge base name.
        slug:
          anyOf:
          - type: string
          - type: 'null'
          title: Slug
          description: Knowledge base slug.
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
          description: Knowledge base description.
        created_at:
          type: string
          format: date-time
          title: Created At
          description: Creation timestamp.
      additionalProperties: false
      type: object
      required:
      - id
      - name
      - created_at
      title: KnowledgeBaseItem
    DeleteFolderRequest:
      properties:
        path:
          type: string
          minLength: 1
          title: Path
          description: Folder path to delete.
        recursive:
          type: boolean
          title: Recursive
          description: When false, only empty folders are deleted and non-empty folders return a conflict. When true, the folder and all contents are deleted.
          default: false
      additionalProperties: false
      type: object
      required:
      - path
      title: DeleteFolderRequest
    SearchKnowledgeBaseFilters:
      properties:
        tags:
          anyOf:
          - items:
              type: string
              minLength: 1
            type: array
            minItems: 1
          - type: 'null'
          title: Tags
          description: Optional tags to match. Documents with any matching tag are included.
        folders:
          anyOf:
          - items:
              type: string
              minLength: 1
            type: array
            maxItems: 1
            minItems: 1
          - type: 'null'
          title: Folders
          description: Optional folder paths to search within. Currently limited to one folder.
      additionalProperties: false
      type: object
      title: SearchKnowledgeBaseFilters
    ListKnowledgeBasesResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/KnowledgeBaseItem'
          type: array
          title: Data
          description: Knowledge bases accessible to the API key.
        pagination:
          $ref: '#/components/schemas/CursorPagination'
          description: Pagination metadata.
      additionalProperties: false
      type: object
      required:
      - data
      title: ListKnowledgeBasesResponse
    KnowledgeBaseSearchResponse:
      properties:
        data:
          items:
            $ref: '#/components/schemas/KnowledgeBaseSearchResult'
          type: array
          title: Data
          description: Knowledge base search results.
        pagination:
          $ref: '#/components/schemas/CursorPagination'
          description: Pagination metadata.
      additionalProperties: false
      type: object
      required:
      - data
      title: KnowledgeBaseSearchResponse
    FolderOperationResponse:
      properties:
        message:
          type: string
          title: Message
          description: Operation result message.
        path:
          type: string
          title: Path
          description: Folder path.
      additionalProperties: false
      type: object
      required:
      - message
      - path
      title: FolderOperationResponse
    DocumentOperationResponse:
      properties:
        message:
          type: string
          title: Message
          description: Operation result message.
        name:
          type: string
          title: Name
          description: Document name.
        path:
          type: string
          title: Path
          description: Document path.
        folder:
          anyOf:
          - type: string
          - type: 'null'
          title: Folder
          description: Document folder path.
      additionalProperties: false
      type: object
      required:
      - message
      - name
      - path
      title: DocumentOperationResponse
    CursorPagination:
      properties:
        limit:
          type: integer
          maximum: 50000.0
          exclusiveMinimum: 0.0
          title: Limit
          description: Maximum number of results to return. Default is 10,000, maximum is 50,000.
          default: 10000
        next_cursor:
          anyOf:
          - type: string
          - type: 'null'
          title: Next Cursor
          description: Token for the next page, if more results are available.
      additionalProperties: false
      type: object
      title: CursorPagination
      description: Cursor-based pagination metadata.
    SearchKnowledgeBaseRequest:
      properties:
        query:
          type: string
          minLength: 1
          title: Query
          description: Search query.
        top_k:
          type: integer
          maximum: 100.0
          minimum: 1.0
          title: Top K
          description: Maximum number of results to return.
        return_full_page:
          type: boolean
          title: Return Full Page
          description: Return full page content instead of snippets.
          default: false
        filters:
          anyOf:
          - $ref: '#/components/schemas/SearchKnowledgeBaseFilters'
          - type: 'null'
          description: Optional search filters.
      additionalProperties: false
      type: object
      required:
      - query
      - top_k
      title: SearchKnowledgeBaseRequest
  securitySchemes:
    APIKeyHeader:
      type: apiKey
      in: header
      name: X-API-Key
    BearerAuth:
      type: http
      scheme: bearer