Amigo Calls API

openapi: 3.1.0
info:
  title: Amigo Account Calls API
  version: 0.1.0
servers:
- url: https://api.amigo.ai
- url: https://internal-api.amigo.ai
- url: https://api-eu-central-1.amigo.ai
- url: https://api-ap-southeast-2.amigo.ai
- url: https://api-ca-central-1.amigo.ai
security:
- Bearer-Authorization: []
  Bearer-Authorization-Organization: []
  Basic: []
tags:
- name: Calls
paths:
  /v1/{workspace_id}/calls:
    get:
      tags:
      - Calls
      summary: List calls with filters
      description: Query call entities with date range, status, and duration filters. Enriched with quality_score and final_state from call_intelligence.
      operationId: list-calls
      parameters:
      - name: workspace_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          title: Workspace Id
      - name: date_from
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: date
          - type: 'null'
          description: Start date (inclusive)
          title: Date From
        description: Start date (inclusive)
      - name: date_to
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: date
          - type: 'null'
          description: End date (inclusive)
          title: Date To
        description: End date (inclusive)
      - name: status
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Filter by call status
          title: Status
        description: Filter by call status
      - name: direction
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Filter by direction (inbound, outbound, playground, simulated)
          title: Direction
        description: Filter by direction (inbound, outbound, playground, simulated)
      - name: min_duration
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: Minimum duration in seconds
          title: Min Duration
        description: Minimum duration in seconds
      - name: max_duration
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: Maximum duration in seconds
          title: Max Duration
        description: Maximum duration in seconds
      - name: service_id
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Filter by service ID
          title: Service Id
        description: Filter by service ID
      - name: include_simulated
        in: query
        required: false
        schema:
          type: boolean
          description: Include simulated sessions
          default: false
          title: Include Simulated
        description: Include simulated sessions
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          maximum: 100
          minimum: 1
          default: 20
          title: Limit
      - name: offset
        in: query
        required: false
        schema:
          type: integer
          minimum: 0
          default: 0
          title: Offset
      - name: continuation_token
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
          - type: 'null'
          description: Alias for offset (pagination cursor)
          title: Continuation Token
        description: Alias for offset (pagination cursor)
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CallListResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/{workspace_id}/calls/phone-volume:
    get:
      tags:
      - Calls
      summary: Call volume per phone number
      description: Aggregated call counts and durations grouped by phone number.
      operationId: get-phone-call-volume
      parameters:
      - name: workspace_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          title: Workspace Id
      - name: days
        in: query
        required: false
        schema:
          type: integer
          maximum: 90
          minimum: 1
          default: 30
          title: Days
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/PhoneNumberCallVolume'
                title: Response Get-Phone-Call-Volume
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/{workspace_id}/calls/benchmarks:
    get:
      tags:
      - Calls
      summary: Workspace call quality benchmarks
      description: Aggregate quality benchmarks for the workspace. Used by call detail to show 'vs workspace average' and by call list for quality context.
      operationId: get-call-benchmarks
      parameters:
      - name: workspace_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          title: Workspace Id
      - name: days
        in: query
        required: false
        schema:
          type: integer
          maximum: 90
          minimum: 1
          description: Lookback period in days
          default: 30
          title: Days
        description: Lookback period in days
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/WorkspaceBenchmarks'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/{workspace_id}/calls/{call_id}/intelligence:
    get:
      tags:
      - Calls
      summary: Call intelligence profile (Layer 4 narrative)
      description: 'Aggregated intelligence for a completed call: quality breakdown, key moments, and summaries. Per-turn visualization lives on the unified timeline (call detail endpoint → timeline.segments).'
      operationId: get-call-intelligence
      parameters:
      - name: workspace_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          title: Workspace Id
      - name: call_id
        in: path
        required: true
        schema:
          type: string
          title: Call Id
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CallIntelligenceDetail'
        '404':
          description: Intelligence data not found for this call
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/{workspace_id}/calls/traces:
    get:
      tags:
      - Calls
      summary: List trace analyses
      description: Paginated list of trace analyses for the workspace. Use this instead of paginating `/calls` and fetching traces one-by-one (N+1).
      operationId: list-call-traces
      parameters:
      - name: workspace_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          title: Workspace Id
      - name: outcome
        in: query
        required: false
        schema:
          anyOf:
          - enum:
            - succeeded
            - partially
            - failed
            - abandoned
            type: string
          - type: 'null'
          description: Filter by overall outcome
          title: Outcome
        description: Filter by overall outcome
      - name: min_computed_at
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: date-time
          - type: 'null'
          description: Only include analyses computed at or after this time
          title: Min Computed At
        description: Only include analyses computed at or after this time
      - name: max_computed_at
        in: query
        required: false
        schema:
          anyOf:
          - type: string
            format: date-time
          - type: 'null'
          description: Only include analyses computed strictly before this time
          title: Max Computed At
        description: Only include analyses computed strictly before this time
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          maximum: 100
          exclusiveMinimum: 0
          description: Max rows per page (1-100)
          default: 20
          title: Limit
        description: Max rows per page (1-100)
      - name: continuation_token
        in: query
        required: false
        schema:
          type: integer
          minimum: 0
          description: Offset from the previous page (0 for the first page)
          default: 0
          title: Continuation Token
        description: Offset from the previous page (0 for the first page)
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TraceAnalysisListResponse'
        '503':
          description: Analytics warehouse not configured
        '502':
          description: Analytics warehouse query failed
        '422':
          description: Invalid query parameters
  /v1/{workspace_id}/calls/outbound:
    post:
      tags:
      - Calls
      summary: Create an outbound call
      description: Initiate an outbound voice call from a workspace phone number. channel-manager selects the optimal number for the given use_case_id. Supports idempotency via the idempotency_key field.
      operationId: create-outbound-call
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateOutboundCallRequest'
        required: true
      responses:
        '201':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CreateOutboundCallResponse'
        '400':
          description: Invalid phone number format
        '404':
          description: No phone number available for use case
        '503':
          description: Voice agent, outbound calls, or channel manager not configured
        '429':
          description: Rate limit exceeded
        '504':
          description: Channel manager phone selection timed out
        '502':
          description: Upstream Twilio or voice agent error
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      parameters:
      - name: workspace_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          title: Workspace Id
  /v1/{workspace_id}/calls/{call_id}/trace-analysis:
    get:
      tags:
      - Calls
      summary: Deep call understanding
      description: 'Audio-native intelligence for a completed call: emotional arc, key decision moments with causal attribution, counterfactual reasoning, and actionable coaching. Produced by the Amigo intelligence pipeline from the raw call recording.


        **Latency**: 500ms-2s (reads from analytics warehouse, not transactional store).


        **Status values**: `ready` = analysis complete, `pending` = analysis started on first request (typically ready in 2-5 minutes; poll again), `unavailable` = no recording or analysis transiently unavailable (retry later).'
      operationId: get-call-trace-analysis
      parameters:
      - name: workspace_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          title: Workspace Id
      - name: call_id
        in: path
        required: true
        schema:
          type: string
          minLength: 1
          maxLength: 128
          pattern: ^[A-Za-z0-9][A-Za-z0-9_-]*$
          title: Call Id
      responses:
        '200':
          description: Analysis ready or status indicating progress
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TraceAnalysisResponse'
        '404':
          description: Call not found in this workspace
        '503':
          description: Analytics warehouse not configured
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/{workspace_id}/calls/{call_id}/metrics:
    get:
      tags:
      - Calls
      summary: Call metric values
      description: Latest per-call realtime metric values for the call detail sidebar.
      operationId: list-call-metric-values
      parameters:
      - name: workspace_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          title: Workspace Id
      - name: call_id
        in: path
        required: true
        schema:
          type: string
          minLength: 1
          maxLength: 128
          pattern: ^[A-Za-z0-9][A-Za-z0-9_-]*$
          title: Call Id
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          maximum: 100
          minimum: 1
          description: Max metric values to return
          default: 100
          title: Limit
        description: Max metric values to return
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/MetricListResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/{workspace_id}/calls/{call_id}/timeline:
    get:
      tags:
      - Calls
      summary: Call playback timeline
      description: Canonical playback timeline for the call detail visualization. This is the same strongly typed timeline model embedded in the call detail response, exposed directly for timeline-only consumers.
      operationId: get-call-timeline
      parameters:
      - name: workspace_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          title: Workspace Id
      - name: call_id
        in: path
        required: true
        schema:
          type: string
          minLength: 1
          maxLength: 128
          pattern: ^[A-Za-z0-9][A-Za-z0-9_-]*$
          title: Call Id
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PlaybackTimeline'
        '404':
          description: Call not found
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/{workspace_id}/calls/{call_id}:
    get:
      tags:
      - Calls
      summary: Call detail
      description: Full call detail including turns, escalation state, safety state, and recording info. Proxied from voice-agent, with simulation session fallback.
      operationId: get-call-detail
      parameters:
      - name: workspace_id
        in: path
        required: true
        schema:
          type: string
          format: uuid
          title: Workspace Id
      - name: call_id
        in: path
        required: true
        schema:
          type: string
          title: Call Id
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CallDetailResponse'
        '404':
          description: Call not found
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
components:
  schemas:
    TraceAnalysisListResponse:
      properties:
        items:
          items:
            $ref: '#/components/schemas/TraceAnalysisListItem'
          type: array
          title: Items
          description: Trace analysis summaries
        has_more:
          type: boolean
          title: Has More
          description: Whether more rows are available beyond this page
          default: false
        continuation_token:
          anyOf:
          - type: integer
          - type: 'null'
          title: Continuation Token
          description: Token to pass as ``continuation_token`` for the next page (None when exhausted)
      type: object
      title: TraceAnalysisListResponse
      description: Paginated list response for trace analyses.
    CanonicalIdString:
      type: string
      maxLength: 256
      minLength: 3
      pattern: ^[A-Za-z0-9._-]+:[A-Za-z0-9._-]+:[A-Za-z0-9._-]+$
    CallListResponse:
      properties:
        items:
          items:
            $ref: '#/components/schemas/CallSummary'
          type: array
          title: Items
        total:
          type: integer
          title: Total
        has_more:
          type: boolean
          title: Has More
        continuation_token:
          anyOf:
          - type: integer
          - type: 'null'
          title: Continuation Token
      type: object
      required:
      - items
      - total
      - has_more
      title: CallListResponse
    ConceptMatch:
      properties:
        concept:
          anyOf:
          - type: string
          - type: 'null'
          title: Concept
        similarity:
          anyOf:
          - type: number
          - type: 'null'
          title: Similarity
        agent_action:
          anyOf:
          - type: string
          - type: 'null'
          title: Agent Action
        agent_confidence:
          anyOf:
          - type: number
          - type: 'null'
          title: Agent Confidence
        agent_reasoning:
          anyOf:
          - type: string
          - type: 'null'
          title: Agent Reasoning
        at:
          anyOf:
          - type: string
            format: date-time
          - type: string
          - type: 'null'
          title: At
      type: object
      title: ConceptMatch
    EscalationState:
      properties:
        status:
          type: string
          title: Status
          default: none
        escalation_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Escalation Id
        requested_at:
          anyOf:
          - type: string
            format: date-time
          - type: string
          - type: 'null'
          title: Requested At
        connected_at:
          anyOf:
          - type: string
            format: date-time
          - type: string
          - type: 'null'
          title: Connected At
        completed_at:
          anyOf:
          - type: string
            format: date-time
          - type: string
          - type: 'null'
          title: Completed At
        trigger:
          anyOf:
          - type: string
          - type: 'null'
          title: Trigger
        trigger_source:
          anyOf:
          - type: string
          - type: 'null'
          title: Trigger Source
        concept:
          anyOf:
          - type: string
          - type: 'null'
          title: Concept
        similarity:
          anyOf:
          - type: number
          - type: 'null'
          title: Similarity
        agent_confidence:
          anyOf:
          - type: number
          - type: 'null'
          title: Agent Confidence
        operator_type:
          anyOf:
          - type: string
          - type: 'null'
          title: Operator Type
        regulatory_basis:
          anyOf:
          - type: string
          - type: 'null'
          title: Regulatory Basis
        immediate:
          type: boolean
          title: Immediate
          default: false
        risk_score:
          anyOf:
          - type: number
          - type: 'null'
          title: Risk Score
        operator_entity_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Operator Entity Id
        wait_seconds:
          anyOf:
          - type: number
          - type: 'null'
          title: Wait Seconds
        handle_time_seconds:
          anyOf:
          - type: number
          - type: 'null'
          title: Handle Time Seconds
        human_segment_turn_count:
          anyOf:
          - type: integer
          - type: 'null'
          title: Human Segment Turn Count
      type: object
      title: EscalationState
    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
    ConversationSummary:
      properties:
        turn_count:
          type: integer
          title: Turn Count
          description: Total turn count for the call
          default: 0
        states_visited_count:
          type: integer
          title: States Visited Count
          description: Number of states visited (including repeats)
          default: 0
        unique_states:
          type: integer
          title: Unique States
          description: Number of distinct states visited
          default: 0
        loop_count:
          type: integer
          title: Loop Count
          description: Number of detected state loops
          default: 0
        barge_in_count:
          type: integer
          title: Barge In Count
          description: Number of caller interruptions
          default: 0
      type: object
      title: ConversationSummary
      description: 'Conversation flow metrics.


        Free-form residual on the raw ``conversation_summary`` JSONB:

        ``text_intelligence: dict`` (text-channel intelligence

        sub-payload), and on the simulation path ``transcript_text:

        str`` (PHI), ``tool_calls: list``, ``score``,

        ``score_rationale``, ``terminal_reached``, ``states_visited``.

        Not exposed via this typed shape.'
    TraceAnalysisListItem:
      properties:
        call_sid:
          type: string
          maxLength: 128
          minLength: 1
          title: Call Sid
          description: Call identifier
        call_entity_id:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Call Entity Id
          description: Associated world.entities_synced call row UUID
        outcome:
          anyOf:
          - type: string
            enum:
            - succeeded
            - partially
            - failed
            - abandoned
          - type: 'null'
          title: Outcome
          description: Overall call outcome
        summary:
          anyOf:
          - type: string
            maxLength: 2000
            minLength: 1
          - type: 'null'
          title: Summary
          description: Short call summary
        emotional_arc:
          anyOf:
          - type: string
            maxLength: 2000
            minLength: 1
          - type: 'null'
          title: Emotional Arc
          description: Caller emotional trajectory string
        key_moment_count:
          type: integer
          minimum: 0.0
          title: Key Moment Count
          description: Number of key moments identified
          default: 0
        computed_at:
          anyOf:
          - type: string
            format: date-time
          - type: 'null'
          title: Computed At
          description: When the analysis was produced
      type: object
      required:
      - call_sid
      title: TraceAnalysisListItem
      description: Compact summary of a trace analysis row for list views.
    EmotionSummary:
      properties:
        dominant_emotion:
          anyOf:
          - type: string
            maxLength: 256
          - type: 'null'
          title: Dominant Emotion
          description: Most frequent emotion (e.g. 'neutral', 'happy', 'angry')
        average_valence:
          anyOf:
          - type: number
          - type: 'null'
          title: Average Valence
          description: Average emotional valence -1.0 to 1.0
        average_arousal:
          anyOf:
          - type: number
          - type: 'null'
          title: Average Arousal
          description: Average emotional arousal 0.0 to 1.0
        peak_negative_valence:
          anyOf:
          - type: number
          - type: 'null'
          title: Peak Negative Valence
          description: Most negative valence observed
        barge_in_count:
          type: integer
          title: Barge In Count
          description: Number of caller interruptions (emotion-tagged)
          default: 0
      type: object
      title: EmotionSummary
      description: 'Aggregated emotional analysis across the call.


        Free-form residual on the raw ``emotion_summary`` JSONB:

        ``compound_emotions: list[{name, score}]``. Not exposed via this

        typed shape — readers wanting it consume the JSONB endpoint.'
    CreateOutboundCallResponse:
      properties:
        call_sid:
          type: string
          title: Call Sid
          description: Twilio call SID for the outbound call
        status:
          type: string
          title: Status
          description: Initial call status (typically 'queued')
        phone_from:
          anyOf:
          - type: string
          - type: 'null'
          title: Phone From
          description: Resolved caller ID when use_case_id was used.
        setup_id:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Setup Id
          description: Channel-manager setup ID when use_case_id was used.
        event_id:
          anyOf:
          - type: string
            format: uuid
          - type: 'null'
          title: Event Id
          description: World event ID for the outbound.initiated event.
      type: object
      required:
      - call_sid
      - status
      title: CreateOutboundCallResponse
      description: Response from creating an outbound call.
    DecisionFactor:
      properties:
        factor:
          type: string
          maxLength: 2000
          minLength: 1
          title: Factor
          description: What specifically drove this decision - exact words heard or tone described
        source_type:
          type: string
          title: Source Type
          description: Category of the audio input
      type: object
      required:
      - factor
      - source_type
      title: DecisionFactor
      description: A specific audio input that drove an agent decision.
      examples:
      - factor: Caller said 'yes, Thursday works' with confident, faster speech
        source_type: transcript
    CallIntelligenceDetail:
      properties:
        call_id:
          type: string
          title: Call Id
          description: World entity ID for the call
        call_sid:
          anyOf:
          - type: string
          - type: 'null'
          title: Call Sid
          description: Twilio call SID
        direction:
          type: string
          enum:
          - inbound
          - outbound
          - playground
          - simulated
          - test
          title: Direction
          description: Call direction
          default: inbound
        duration_seconds:
          type: number
          title: Duration Seconds
          description: Call duration in seconds
          default: 0.0
        quality_score:
          anyOf:
          - type: number
          - type: 'null'
          title: Quality Score
          description: Quality score 0.0 to 1.0
        quality_breakdown:
          anyOf:
          - $ref: '#/components/schemas/QualityBreakdown'
          - type: 'null'
          description: Detailed quality breakdown
        key_moments:
          items:
            $ref: '#/components/schemas/KeyMoment'
          type: array
          title: Key Moments
          description: Notable call events
        emotion_summary:
          anyOf:
          - $ref: '#/components/schemas/EmotionSummary'
          - type: 'null'
          description: Emotional analysis
        risk_summary:
          anyOf:
          - $ref: '#/components/schemas/RiskSummary'
          - type: 'null'
          description: Risk assessment
        latency_summary:
          anyOf:
          - $ref: '#/components/schemas/LatencySummary'
          - type: 'null'
          description: Audio latency metrics
        conversation_summary:
          anyOf:
          - $ref: '#/components/schemas/ConversationSummary'
          - type: 'null'
          description: Conversation flow metrics
        tool_summary:
          anyOf:
          - $ref: '#/components/schemas/ToolSummary'
          - type: 'null'
          description: Tool usage statistics
        safety_summary:
          anyOf:
          - $ref: '#/components/schemas/SafetySummary'
          - type: 'null'
          description: Safety filter results
        operator_summary:
          anyOf:
          - $ref: '#/components/schemas/OperatorIntelligenceSummary'
          - type: 'null'
          description: Operator intervention
        completion_reason:
          anyOf:
          - type: string
            enum:
            - completed
            - abandoned
            - escalated
            - transferred
            - timeout
            - error
            - voicemail
            - no_answer
            - caller_hangup
            - forwarded
            - terminal_state
            - warm_transfer_completed
            - no_inbound_audio
            - cancelled
          - type: 'null'
          title: Completion Reason
          description: Why the call ended
        final_state:
          anyOf:
          - type: string
          - type: 'null'
          title: Final State
          description: Final conversation state name
        created_at:
          anyOf:
          - type: string
            format: date-time
          - type: 'null'
          title: Created At
          description: When intelligence was computed
      type: object
      required:
      - call_id
      title: CallIntelligenceDetail
      description: 'Layer 4 (Narrative) intelligence for a completed call.


        Aggregated summaries, quality breakdown, and key moments — the

        interpretive layer. Per-turn visualization data lives on the unified

        timeline (call detail → PlaybackTimeline.segments), not here.'
    MetricListResponse:
      properties:
        metrics:
          items:
            oneOf:
            - $ref: '#/components/schemas/NumericalMetricValueResponse'
            - $ref: '#/components/schemas/CategoricalMetricValueResponse'
            - $ref: '#/components/schemas/BooleanMetricValueResponse'
            discriminator:
              propertyName: metric_type
              mapping:
                boolean: '#/components/schemas/BooleanMetricValueResponse'
                categorical: '#/components/schemas/Categorical

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