Agnost AI

Agnost AI Sentiments API

Sentiment and intent analysis

GitHub OpenAPI

Operations 10

GET /dashboard/api/sentiments List sentiment configs #
POST /dashboard/api/sentiments Create sentiment (intent) config #
PUT /dashboard/api/sentiments/{id} Update sentiment config #
DELETE /dashboard/api/sentiments/{id} Delete sentiment config #
POST /dashboard/api/sentiment-stats Get sentiment distribution stats #
POST /dashboard/api/sentiment-messages Get messages matching an active or suggested intent tag #
POST /dashboard/api/sentiment-timeline Get timeline for a single sentiment tag #
POST /dashboard/api/sentiment-timelines Get timelines for multiple tags (batch) #
GET /dashboard/api/sentiment-tags List organization sentiment/intent tags #
POST /dashboard/api/summarize-intent-distribution LLM summary of an intent distribution #

Documentation

📖
Documentation
https://docs.agnost.ai
📖
APIReference
https://docs.agnost.ai/openapi.yaml

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/agnost-ai/refs/heads/main/openapi/agnost-ai-sentiments-api-openapi.yml

Other Resources

🔗
ErrorCatalog
https://docs.agnost.ai/errors

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OpenAPI Specification

agnost-ai-sentiments-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: Agnost AI Alerts Sentiments API
  description: 'Complete REST API for Agnost AI: an analytics and monitoring platform for AI agents.


    **Authentication**:

    - SDK ingestion endpoints (`/api/v1/*`) use `x-org-id` header (UUID)

    - Dashboard endpoints use `Authorization: Bearer <jwt>` + `x-org-id` header, or `x-api-key` header

    - API key management uses JWT only (no API key auth)

    '
  version: 2.1.2
  contact:
    name: Agnost AI
    url: https://agnost.ai
servers:
- url: https://api.agnost.ai
  description: Production
tags:
- name: Sentiments
  description: Sentiment and intent analysis
paths:
  /dashboard/api/sentiments:
    get:
      tags:
      - Sentiments
      summary: List sentiment configs
      operationId: listSentiments
      security:
      - BearerAuth: []
        OrgScope: []
      - ApiKey: []
      responses:
        '200':
          description: List of sentiment configurations
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/SentimentConfig'
    post:
      tags:
      - Sentiments
      summary: Create sentiment (intent) config
      operationId: createSentiment
      security:
      - BearerAuth: []
        OrgScope: []
      - ApiKey: []
      requestBody:
        content:
          application/json:
            schema:
              type: object
              required:
              - title
              - description
              properties:
                title:
                  type: string
                description:
                  type: string
                active:
                  type: boolean
      responses:
        '201':
          description: Sentiment created
  /dashboard/api/sentiments/{id}:
    put:
      tags:
      - Sentiments
      summary: Update sentiment config
      operationId: updateSentiment
      security:
      - BearerAuth: []
        OrgScope: []
      - ApiKey: []
      parameters:
      - name: id
        in: path
        required: true
        schema:
          type: string
          format: uuid
      requestBody:
        content:
          application/json:
            schema:
              type: object
              properties:
                title:
                  type: string
                description:
                  type: string
                active:
                  type: boolean
      responses:
        '200':
          description: Sentiment updated
    delete:
      tags:
      - Sentiments
      summary: Delete sentiment config
      operationId: deleteSentiment
      security:
      - BearerAuth: []
        OrgScope: []
      - ApiKey: []
      parameters:
      - name: id
        in: path
        required: true
        schema:
          type: string
          format: uuid
      responses:
        '204':
          description: Sentiment deleted
  /dashboard/api/sentiment-stats:
    post:
      tags:
      - Sentiments
      summary: Get sentiment distribution stats
      operationId: getSentimentStats
      security:
      - BearerAuth: []
        OrgScope: []
      - ApiKey: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/QueryFilters'
      responses:
        '200':
          description: Sentiment distribution with counts per tag
  /dashboard/api/sentiment-messages:
    post:
      tags:
      - Sentiments
      summary: Get messages matching an active or suggested intent tag
      description: Proactively suggested intents expose up to 20 stored evidence matches before approval. Active and suggested matches honor time_range and metadata filters.
      operationId: getMessagesByTag
      security:
      - BearerAuth: []
        OrgScope: []
      - ApiKey: []
      requestBody:
        content:
          application/json:
            schema:
              allOf:
              - $ref: '#/components/schemas/QueryFilters'
              - type: object
                required:
                - tag
                properties:
                  tag:
                    type: string
      responses:
        '200':
          description: Active intent matches or suggested-intent evidence preview
  /dashboard/api/sentiment-timeline:
    post:
      tags:
      - Sentiments
      summary: Get timeline for a single sentiment tag
      operationId: getTagTimeline
      security:
      - BearerAuth: []
        OrgScope: []
      - ApiKey: []
      requestBody:
        content:
          application/json:
            schema:
              allOf:
              - $ref: '#/components/schemas/QueryFilters'
              - type: object
                required:
                - tag
                properties:
                  tag:
                    type: string
      responses:
        '200':
          description: Daily event counts for the tag
  /dashboard/api/sentiment-timelines:
    post:
      tags:
      - Sentiments
      summary: Get timelines for multiple tags (batch)
      operationId: getBatchTagTimelines
      security:
      - BearerAuth: []
        OrgScope: []
      - ApiKey: []
      requestBody:
        content:
          application/json:
            schema:
              type: object
              required:
              - tags
              properties:
                tags:
                  type: array
                  items:
                    type: string
                time_range:
                  $ref: '#/components/schemas/TimeRange'
      responses:
        '200':
          description: Timelines keyed by tag name
          content:
            application/json:
              schema:
                type: object
                properties:
                  timelines:
                    type: object
                    additionalProperties:
                      type: array
                      items:
                        type: object
                        properties:
                          timestamp:
                            type: string
                          value:
                            type: number
  /dashboard/api/sentiment-tags:
    get:
      tags:
      - Sentiments
      summary: List organization sentiment/intent tags
      operationId: getOrganizationTags
      security:
      - BearerAuth: []
        OrgScope: []
      - ApiKey: []
      responses:
        '200':
          description: Array of tag names
  /dashboard/api/summarize-intent-distribution:
    post:
      tags:
      - Sentiments
      summary: LLM summary of an intent distribution
      description: 'Pulls user inputs matching the given intent within the time range and

        produces a natural-language summary via the LLM.

        '
      operationId: summarizeIntentDistribution
      security:
      - BearerAuth: []
        OrgScope: []
      - ApiKey: []
      requestBody:
        content:
          application/json:
            schema:
              type: object
              required:
              - tag
              properties:
                org_id:
                  type: string
                  format: uuid
                tag:
                  type: string
                  description: Intent title to summarize
                time_range:
                  $ref: '#/components/schemas/TimeRange'
      responses:
        '200':
          description: Natural-language summary
          content:
            application/json:
              schema:
                type: object
                properties:
                  summary:
                    type: string
components:
  schemas:
    SentimentConfig:
      type: object
      properties:
        id:
          type: string
          format: uuid
        title:
          type: string
        description:
          type: string
        active:
          type: boolean
    TimeRange:
      type: string
      enum:
      - 1min
      - 1h
      - 1d
      - 1w
      - 1m
      - all
      default: 1w
    QueryFilters:
      type: object
      properties:
        time_range:
          $ref: '#/components/schemas/TimeRange'
        connection_type:
          oneOf:
          - type: string
          - type: array
            items:
              type: string
        agent_name:
          oneOf:
          - type: string
          - type: array
            items:
              type: string
        metadata_filters:
          type: array
          items:
            type: object
            properties:
              key:
                type: string
              value:
                type: string
        page:
          type: integer
          default: 1
        page_size:
          type: integer
          default: 20
  securitySchemes:
    OrgId:
      type: apiKey
      in: header
      name: x-org-id
      description: Organization ID (UUID). Used by SDKs for event ingestion. Header is case-insensitive.
    BearerAuth:
      type: http
      scheme: bearer
      bearerFormat: JWT
      description: JWT token from OAuth login.
    ApiKey:
      type: apiKey
      in: header
      name: x-api-key
      description: API key (`agnost_<64-hex>`) for programmatic dashboard access. Issued via Settings → API Keys.
    OrgScope:
      type: apiKey
      in: header
      name: x-org-id
      description: Optional. Selects which organization a JWT- or API-key-authenticated request targets when the credential has access to multiple.