OpenMetadata AI Applications API

openapi: 3.0.1
info:
  title: OpenMetadata APIs Agent Executions AI Applications API
  description: Common types and API definition for OpenMetadata
  contact:
    name: OpenMetadata
    url: https://open-metadata.org
    email: openmetadata-dev@googlegroups.com
  license:
    name: Apache 2.0
    url: https://www.apache.org/licenses/LICENSE-2.0
  version: '1.13'
servers:
- url: /api
  description: Current Host
- url: http://localhost:8585/api
  description: Endpoint URL
security:
- BearerAuth: []
tags:
- name: AI Applications
  description: '`AI Applications` are autonomous software entities that use LLM models to perform tasks, make decisions, and interact with data sources.'
paths:
  /v1/aiApplications/{id}/followers:
    put:
      tags:
      - AI Applications
      summary: Add a follower
      description: Add a user identified by `userId` as follower of this application
      operationId: addFollower
      parameters:
      - name: id
        in: path
        description: Id of the AI Application
        required: true
        schema:
          type: string
          format: uuid
      requestBody:
        description: Id of the user to be added as follower
        content:
          application/json:
            schema:
              type: string
              format: uuid
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ChangeEvent'
        '404':
          description: application for instance {id} is not found
  /v1/aiApplications:
    get:
      tags:
      - AI Applications
      summary: List AI applications
      description: Get a list of AI applications. Use `fields` parameter to get only necessary fields. Use cursor-based pagination to limit the number entries in the list using `limit` and `before` or `after` query params.
      operationId: listAIApplications
      parameters:
      - name: fields
        in: query
        description: Fields requested in the returned resource
        schema:
          type: string
          example: owners,followers,tags,extension,domains
      - name: limit
        in: query
        description: Limit the number applications returned. (1 to 1000000, default = 10)
        schema:
          maximum: 1000000
          minimum: 0
          type: integer
          format: int32
          default: 10
      - name: before
        in: query
        description: Returns list of applications before this cursor
        schema:
          type: string
      - name: after
        in: query
        description: Returns list of applications after this cursor
        schema:
          type: string
      - name: include
        in: query
        description: Include all, deleted, or non-deleted entities.
        schema:
          type: string
          default: non-deleted
          enum:
          - all
          - deleted
          - non-deleted
      responses:
        '200':
          description: List of applications
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AIApplicationList'
    put:
      tags:
      - AI Applications
      summary: Create or update an AI application
      description: Create a new AI application, if it does not exist or update an existing application.
      operationId: createOrUpdateAIApplication
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateAIApplication'
      responses:
        '200':
          description: The application
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AIApplication'
        '400':
          description: Bad request
    post:
      tags:
      - AI Applications
      summary: Create an AI application
      description: Create a new AI application.
      operationId: createAIApplication
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateAIApplication'
      responses:
        '200':
          description: AI Application
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AIApplication'
        '400':
          description: Bad request
  /v1/aiApplications/{id}:
    get:
      tags:
      - AI Applications
      summary: Get an AI application by Id
      description: Get an AI application by `Id`.
      operationId: getAIApplicationByID
      parameters:
      - name: id
        in: path
        description: Id of the AI Application
        required: true
        schema:
          type: string
          format: uuid
      - name: fields
        in: query
        description: Fields requested in the returned resource
        schema:
          type: string
          example: owners,followers,tags,extension,domains
      - name: include
        in: query
        description: Include all, deleted, or non-deleted entities.
        schema:
          type: string
          default: non-deleted
          enum:
          - all
          - deleted
          - non-deleted
      - name: includeRelations
        in: query
        description: 'Per-relation include control. Format: field:value,field2:value2. Example: owners:non-deleted,followers:all. Valid values: all, deleted, non-deleted. If not specified for a field, uses the entity''s include value.'
        schema:
          type: string
          example: owners:non-deleted,followers:all
      responses:
        '200':
          description: The application
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AIApplication'
        '404':
          description: Application for instance {id} is not found
    delete:
      tags:
      - AI Applications
      summary: Delete an AI application by Id
      description: Delete an AI application by `Id`.
      operationId: deleteAIApplication
      parameters:
      - name: hardDelete
        in: query
        description: Hard delete the entity. (Default = `false`)
        schema:
          type: boolean
          default: false
      - name: id
        in: path
        description: Id of the AI Application
        required: true
        schema:
          type: string
          format: uuid
      responses:
        '200':
          description: OK
        '404':
          description: application for instance {id} is not found
    patch:
      tags:
      - AI Applications
      summary: Update an AI application
      description: Update an existing AI application using JsonPatch.
      externalDocs:
        description: JsonPatch RFC
        url: https://tools.ietf.org/html/rfc6902
      operationId: patchAIApplication_1
      parameters:
      - name: id
        in: path
        description: Id of the AI Application
        required: true
        schema:
          type: string
          format: uuid
      requestBody:
        description: JsonPatch with array of operations
        content:
          application/json-patch+json:
            schema:
              $ref: '#/components/schemas/JsonPatch'
            example: '[{op:remove, path:/a},{op:add, path: /b, value: val}]'
      responses:
        default:
          description: default response
          content:
            application/json: {}
  /v1/aiApplications/name/{fqn}:
    get:
      tags:
      - AI Applications
      summary: Get an AI application by fully qualified name
      description: Get an AI application by fully qualified name.
      operationId: getAIApplicationByFQN
      parameters:
      - name: fqn
        in: path
        description: Fully qualified name of AI Application
        required: true
        schema:
          type: string
      - name: fields
        in: query
        description: Fields requested in the returned resource
        schema:
          type: string
          example: owners,followers,tags,extension,domains
      - name: include
        in: query
        description: Include all, deleted, or non-deleted entities.
        schema:
          type: string
          default: non-deleted
          enum:
          - all
          - deleted
          - non-deleted
      - name: includeRelations
        in: query
        description: 'Per-relation include control. Format: field:value,field2:value2. Example: owners:non-deleted,followers:all. Valid values: all, deleted, non-deleted. If not specified for a field, uses the entity''s include value.'
        schema:
          type: string
          example: owners:non-deleted,followers:all
      responses:
        '200':
          description: The application
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AIApplication'
        '404':
          description: Application for instance {fqn} is not found
    delete:
      tags:
      - AI Applications
      summary: Delete an AI application by fully qualified name
      description: Delete an AI application by `fullyQualifiedName`.
      operationId: deleteAIApplicationByFQN
      parameters:
      - name: hardDelete
        in: query
        description: Hard delete the entity. (Default = `false`)
        schema:
          type: boolean
          default: false
      - name: recursive
        in: query
        description: Recursively delete this entity and it's children. (Default `false`)
        schema:
          type: boolean
          default: false
      - name: fqn
        in: path
        description: Name of the AI Application
        required: true
        schema:
          type: string
      responses:
        '200':
          description: OK
        '404':
          description: application for instance {fqn} is not found
    patch:
      tags:
      - AI Applications
      summary: Update an AI application by name.
      description: Update an existing AI application using JsonPatch.
      externalDocs:
        description: JsonPatch RFC
        url: https://tools.ietf.org/html/rfc6902
      operationId: patchAIApplication
      parameters:
      - name: fqn
        in: path
        description: Name of the AI Application
        required: true
        schema:
          type: string
      requestBody:
        description: JsonPatch with array of operations
        content:
          application/json-patch+json:
            schema:
              $ref: '#/components/schemas/JsonPatch'
            example: '[{op:remove, path:/a},{op:add, path: /b, value: val}]'
      responses:
        default:
          description: default response
          content:
            application/json: {}
  /v1/aiApplications/async/{id}:
    delete:
      tags:
      - AI Applications
      summary: Asynchronously delete an AI application by Id
      description: Asynchronously delete an AI application by `Id`.
      operationId: deleteAIApplicationAsync
      parameters:
      - name: hardDelete
        in: query
        description: Hard delete the entity. (Default = `false`)
        schema:
          type: boolean
          default: false
      - name: id
        in: path
        description: Id of the AI Application
        required: true
        schema:
          type: string
          format: uuid
      responses:
        '200':
          description: OK
        '404':
          description: AI Application for instance {id} is not found
  /v1/aiApplications/{id}/followers/{userId}:
    delete:
      tags:
      - AI Applications
      summary: Remove a follower
      description: Remove the user identified `userId` as a follower of the application.
      operationId: deleteFollower
      parameters:
      - name: id
        in: path
        description: Id of the AI Application
        required: true
        schema:
          type: string
          format: uuid
      - name: userId
        in: path
        description: Id of the user being removed as follower
        required: true
        schema:
          type: string
          format: uuid
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ChangeEvent'
  /v1/aiApplications/{id}/versions/{version}:
    get:
      tags:
      - AI Applications
      summary: Get a version of the AI application
      description: Get a version of the AI application by given `id`
      operationId: getSpecificAIApplicationVersion
      parameters:
      - name: id
        in: path
        description: Id of the AI Application
        required: true
        schema:
          type: string
          format: uuid
      - name: version
        in: path
        description: AI Application version number in the form `major`.`minor`
        required: true
        schema:
          type: string
          example: 0.1 or 1.1
      responses:
        '200':
          description: AIApplication
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AIApplication'
        '404':
          description: AI Application for instance {id} and version {version} is not found
  /v1/aiApplications/history:
    get:
      tags:
      - AI Applications
      summary: List all entity versions within a time range
      description: 'Get a paginated list of all entity versions within a given time range specified by `startTs` and `endTs` in milliseconds since epoch. '
      operationId: listAllEntityVersionsByTimestamp
      parameters:
      - name: startTs
        in: query
        description: Start timestamp in milliseconds since epoch
        required: true
        schema:
          type: integer
          format: int64
      - name: endTs
        in: query
        description: End timestamp in milliseconds since epoch
        required: true
        schema:
          type: integer
          format: int64
      - name: limit
        in: query
        description: Limit the number of entity returned (1 to 1000000, default = 10)
        schema:
          maximum: 500
          minimum: 1
          type: integer
          format: int32
          default: 10
      - name: before
        in: query
        description: Returns list of entity versions before this cursor
        schema:
          type: string
      - name: after
        in: query
        description: Returns list of entity versions after this cursor
        schema:
          type: string
      responses:
        '200':
          description: List of all versions
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResultList'
  /v1/aiApplications/{id}/versions:
    get:
      tags:
      - AI Applications
      summary: List AI application versions
      description: Get a list of all the versions of an AI Application identified by `id`
      operationId: listAllAIApplicationVersion
      parameters:
      - name: id
        in: path
        description: Id of the AI Application
        required: true
        schema:
          type: string
          format: uuid
      responses:
        '200':
          description: List of AI Application versions
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/EntityHistory'
  /v1/aiApplications/restore:
    put:
      tags:
      - AI Applications
      summary: Restore a soft deleted AI application
      description: Restore a soft deleted AI Application.
      operationId: restore
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RestoreEntity'
      responses:
        '200':
          description: 'Successfully restored the AIApplication '
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AIApplication'
components:
  schemas:
    TagLabelRecognizerMetadata:
      required:
      - recognizerId
      - recognizerName
      - score
      type: object
      properties:
        recognizerId:
          type: string
          format: uuid
        recognizerName:
          type: string
        score:
          type: number
          format: double
        target:
          type: string
          enum:
          - content
          - column_name
        patterns:
          type: array
          items:
            $ref: '#/components/schemas/PatternMatch'
    DimensionScores:
      type: object
      properties:
        gender:
          type: number
          format: double
        race:
          type: number
          format: double
        age:
          type: number
          format: double
        religion:
          type: number
          format: double
        disability:
          type: number
          format: double
        socioeconomic:
          type: number
          format: double
    DataClassification:
      type: object
      properties:
        accessesPII:
          type: boolean
        accessesSensitiveData:
          type: boolean
        dataCategories:
          type: array
          items:
            type: string
        dataRetentionPeriod:
          type: string
    AIComplianceRecord:
      required:
      - framework
      - status
      type: object
      properties:
        framework:
          type: string
          enum:
          - EU_AI_Act
          - Singapore_Model_AI_Governance
          - Canada_AIDA
          - US_AI_Bill_of_Rights
          - NIST_AI_RMF
          - ISO_IEC_42001
          - UK_AI_Regulation
          - China_AI_Regulations
          - Custom
        assessedBy:
          type: string
        assessedAt:
          type: integer
          format: int64
        nextReviewDate:
          type: integer
          format: int64
        status:
          type: string
          enum:
          - Compliant
          - PartiallyCompliant
          - NonCompliant
          - UnderReview
          - NotApplicable
        euAIAct:
          $ref: '#/components/schemas/EUAIActCompliance'
        ethicalAssessment:
          $ref: '#/components/schemas/EthicalAIAssessment'
        scopeAndDeployment:
          $ref: '#/components/schemas/ScopeAndDeployment'
        verification:
          $ref: '#/components/schemas/Verification'
        notes:
          type: string
        remediationRequired:
          type: array
          items:
            type: string
    ModelConfiguration:
      required:
      - model
      - purpose
      type: object
      properties:
        model:
          $ref: '#/components/schemas/EntityReference'
        purpose:
          type: string
          enum:
          - Primary
          - Reasoning
          - Embedding
          - CodeGeneration
          - Fallback
          - CostOptimization
        selectionCriteria:
          $ref: '#/components/schemas/SelectionCriteria'
        parameters:
          $ref: '#/components/schemas/Parameters'
    ChangeSummaryMap:
      type: object
    AccessDetails:
      required:
      - timestamp
      type: object
      properties:
        timestamp:
          type: integer
          format: int64
        accessedBy:
          $ref: '#/components/schemas/EntityReference'
        accessedByAProcess:
          type: string
    FieldChange:
      type: object
      properties:
        name:
          type: string
        oldValue:
          type: object
        newValue:
          type: object
    CoverImage:
      type: object
      properties:
        url:
          type: string
        position:
          type: string
    AccountabilityMeasures:
      type: object
      properties:
        hasOwner:
          type: boolean
        subjectToHumanOversight:
          type: boolean
        auditTrailEnabled:
          type: boolean
    FrameworkInfo:
      type: object
      properties:
        name:
          type: string
          enum:
          - LangChain
          - LlamaIndex
          - AutoGen
          - CrewAI
          - Semantic Kernel
          - Haystack
          - Custom
        version:
          type: string
        language:
          type: string
          enum:
          - Python
          - TypeScript
          - JavaScript
          - Java
          - C#
          - Go
    RestoreEntity:
      required:
      - id
      type: object
      properties:
        id:
          type: string
          format: uuid
    AIApplicationList:
      required:
      - data
      type: object
      properties:
        data:
          type: array
          items:
            $ref: '#/components/schemas/AIApplication'
        paging:
          $ref: '#/components/schemas/Paging'
        errors:
          type: array
          items:
            $ref: '#/components/schemas/EntityError'
        warningsCount:
          type: integer
          format: int32
        warnings:
          type: array
          items:
            $ref: '#/components/schemas/EntityError'
    HighRiskSystems:
      type: object
      properties:
        criticalInfrastructure:
          type: boolean
        educationVocationalTraining:
          type: boolean
        employment:
          type: boolean
        essentialPrivateServices:
          type: boolean
        essentialPublicServices:
          type: boolean
        lawEnforcement:
          type: boolean
        migrationAsylumBorderControl:
          type: boolean
        administrationOfJustice:
          type: boolean
    LifeCycle:
      type: object
      properties:
        created:
          $ref: '#/components/schemas/AccessDetails'
        updated:
          $ref: '#/components/schemas/AccessDetails'
        accessed:
          $ref: '#/components/schemas/AccessDetails'
    EntityHistory:
      required:
      - entityType
      - versions
      type: object
      properties:
        entityType:
          type: string
        versions:
          type: array
          items:
            type: object
    AssetCertification:
      required:
      - appliedDate
      - expiryDate
      - tagLabel
      type: object
      properties:
        tagLabel:
          $ref: '#/components/schemas/TagLabel'
        appliedDate:
          type: integer
          format: int64
        expiryDate:
          type: integer
          format: int64
    TransparencyObligations:
      type: object
      properties:
        usersInformed:
          type: boolean
        deepfakeLabeling:
          type: boolean
        emotionRecognitionDisclosure:
          type: boolean
    ResultList:
      required:
      - data
      type: object
      properties:
        data:
          type: array
          items:
            type: object
        paging:
          $ref: '#/components/schemas/Paging'
        errors:
          type: array
          items:
            $ref: '#/components/schemas/EntityError'
        warningsCount:
          type: integer
          format: int32
        warnings:
          type: array
          items:
            $ref: '#/components/schemas/EntityError'
    Paging:
      required:
      - total
      type: object
      properties:
        before:
          type: string
        after:
          type: string
        offset:
          type: integer
          format: int32
        limit:
          type: integer
          format: int32
        total:
          type: integer
          format: int32
    ScopeAndDeployment:
      type: object
      properties:
        scope:
          type: string
          enum:
          - Internal
          - External
          - Both
        deploymentRegions:
          type: array
          items:
            type: string
        affectedUserCount:
          type: integer
          format: int32
    JsonPatch:
      type: object
    AIApplication:
      required:
      - applicationType
      - id
      - modelConfigurations
      - name
      type: object
      properties:
        id:
          type: string
          format: uuid
        name:
          maxLength: 256
          minLength: 1
          pattern: ^((?!::).)*$
          type: string
        fullyQualifiedName:
          maxLength: 3072
          minLength: 1
          type: string
        displayName:
          type: string
        description:
          type: string
        applicationType:
          type: string
          enum:
          - Chatbot
          - Agent
          - Copilot
          - Assistant
          - RAG
          - CodeGenerator
          - DataAnalyst
          - AutomationBot
          - MultiAgent
          - Custom
        developmentStage:
          type: string
          enum:
          - Proposal
          - Development
          - Testing
          - Staging
          - Production
          - Deprecated
          - Unauthorized
        modelConfigurations:
          maxItems: 2147483647
          minItems: 1
          type: array
          items:
            $ref: '#/components/schemas/ModelConfiguration'
        primaryModel:
          $ref: '#/components/schemas/EntityReference'
        promptTemplates:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        tools:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        mcpServers:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        dataSources:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        knowledgeBases:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        upstreamApplications:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        downstreamApplications:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        framework:
          $ref: '#/components/schemas/FrameworkInfo'
        governanceMetadata:
          $ref: '#/components/schemas/GovernanceMetadata'
        biasMetrics:
          $ref: '#/components/schemas/BiasMetrics'
        performanceMetrics:
          $ref: '#/components/schemas/PerformanceMetrics'
        qualityMetrics:
          $ref: '#/components/schemas/QualityMetrics'
        safetyMetrics:
          $ref: '#/components/schemas/SafetyMetrics'
        testSuites:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        sourceCode:
          type: string
        deploymentUrl:
          type: string
        documentation:
          type: string
        owners:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        followers:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        domain:
          $ref: '#/components/schemas/EntityReference'
        dataProducts:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        dataContract:
          $ref: '#/components/schemas/EntityReference'
        tags:
          type: array
          items:
            $ref: '#/components/schemas/TagLabel'
        version:
          type: number
          format: double
        updatedAt:
          type: integer
          format: int64
        updatedBy:
          type: string
        href:
          type: string
          format: uri
        changeDescription:
          $ref: '#/components/schemas/ChangeDescription'
        incrementalChangeDescription:
          $ref: '#/components/schemas/ChangeDescription'
        deleted:
          type: boolean
        certification:
          $ref: '#/components/schemas/AssetCertification'
        extension:
          type: object
        domains:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        votes:
          $ref: '#/components/schemas/Votes'
        lifeCycle:
          $ref: '#/components/schemas/LifeCycle'
        sourceHash:
          maxLength: 32
          minLength: 1
          type: string
        provider:
          type: string
          enum:
          - system
          - user
          - automation
        children:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        service:
          $ref: '#/components/schemas/EntityReference'
        style:
          $ref: '#/components/schemas/Style'
        experts:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        reviewers:
          type: array
          items:
            $ref: '#/components/schemas/EntityReference'
        impersonatedBy:
          type: string
        usageSummary:
          $ref: '#/components/schemas/UsageDetails'
        entityStatus:
          type: string
          enum:
          - Draft
          - In Review
          - Approved
          - Archived
          - Deprecated
          - Rejected
          - Unprocessed
    EthicalAIAssessment:
      type: object
      properties:
        privacyLevel:
          type: string
          enum:
          - Public
          - Sensitive
          - PersonalData
        fairnessRisk:
          type: string
          enum:
          - Low
          - Medium
          - High
        biasMitigationCoverage:
          type: string
          enum:
          - None
          - Partial
          - Full
        reliabilitySafetyRisk:
          type: string
          enum:
          - Low
          - Moderate
          - High
        transparencyLevel:
          type: string
          enum:
          - None
          - Partial
          - FullDisclosure
        accountabilityMeasures:
          $ref: '#/components/schemas/AccountabilityMeasures'
        environmentalConsciousness:
          type: string
          enum:
          - LowRisk
          - MediumRisk
          - HighRisk
    ChangeDescription:
      type: object
      properties:
        fieldsAdded:
          type: array
          items:
            $ref: '#/components/schemas/FieldChange'
        fieldsUpdated:
          type: array
          items:
            $ref: '#/components/schemas/FieldChange'
        fieldsDeleted:
          type: array
          items:
            $ref: '#/components/schemas/FieldChange'
        previousVersion:
          type: number
          format: double
        changeSummary:
          $ref: '#/components/schemas/ChangeSummaryMap'
    Verification:
      type: object
      properties:
        isVerified:
          type: boolean
        verifiedBy:
          type: string
        verifiedAt:
          type: integer
          format: int64
        verificationNotes:
          type: string
        certificateUrl:
          type: string
    PerformanceMetrics:
      type: object
      properties:
        totalExecutions:
          type: integer
          format: int32
        successRate:
          type: number
          format: double
        averageLatencyMs:
          type: number
          format: double
        p95LatencyMs:
          type: number
          format: double
        p99LatencyMs:
          type: number
          format: double
        averageCost:
          type: number
          format: double
        totalCost:
          type: number
          format: double
        currency:
          type: string
        lastExecutionAt:
          type: integer
          format: int64
    ConformityAssessment:
      type: object
      properties:
        assessmentRequired:
          type: boolean
        assessmentType:
          type: string
          enum:
          - Internal
          - ThirdParty
          - NotRequired
        assessmentBody:
          type: string
        certificateNumber:
          type: string
        validUntil:
          type: integer
          format: int64
    CreateAIApplication:
      required:
      - applicationType
      - name
      type: object
      properties:
        name:
          maxLength: 256
          minLength: 1
          pattern: ^((?!::).)*$
          type: string
        displayName:
          type: string
        description:
          type: string
        applicationType:
          type: string
          enum:
          - Chatbot
          - Agent
          - Copilot
          - Assistant
          - RAG
          - CodeGenerator
          - DataAnalyst
          - AutomationBot
          - MultiAgent
          - Custom
        developmentStage:
          type: string
          enum:
          - Proposal
          - Development
          - Testing
          - Staging
          - Production
         

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# Full source: https://raw.githubusercontent.com/api-evangelist/openmetadata/refs/heads/main/openapi/openmetadata-ai-applications-api-openapi.yml