Snowflake

Snowflake Cortex Analyst API

The cortex-analyst API from Snowflake — 4 operation(s) for cortex-analyst.

Documentation GitHub OpenAPI

Operations 9

POST /api/v2/cortex/analyst/feedback Send feedback #

POST /api/v2/cortex/analyst/message Send a data question to the Cortex Analyst #

POST /api/v2/cortex/analyst/verified-query-suggestions Generate VQ suggestions for a semantic model #

POST /api/v2/cortex/analyst/fast-generation Rapidly generate a semantic model given source material #

POST /api/v2/cortex/analyst/pre-selection Retrieve relevant table information from input data for semantic model… #

POST /api/v2/cortex/analyst/filters-and-metrics-suggestions Generate filters, facts, and metrics suggestions for a semantic model #

POST /api/v2/cortex/analyst/agentic-optimizations List all agentic optimization runs for a given base model #

GET /api/v2/cortex/analyst/agentic-optimization Get the status and state of a specified agentic optimization run #

GET /api/v2/cortex/analyst/token Internal endpoint to exchange a Cortex Analyst Oauth token #

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OpenAPI Specification

openapi: 3.2.0
info:
  version: 0.0.1
  title: Cortex Analyst API
  description: The Snowflake Cortex Analyst API is a REST API that allows end user to chat with their data leveraging semantic models to generate SQL queries.
  contact:
    name: Snowflake, Inc.
    url: https://snowflake.com
    email: support@snowflake.com
servers:
- description: Snowflake API
  url: https://org-account.snowflakecomputing.com
security:
- KeyPair: []
- ExternalOAuth: []
- SnowflakeOAuth: []
- ProgrammaticAccessToken: []
tags:
- name: cortex-analyst
paths:
  /api/v2/cortex/analyst/feedback:
    post:
      operationId: sendFeedback
      tags:
      - cortex-analyst
      description: Send a user feedback of Cortex Analyst response
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SendFeedbackRequest'
      responses:
        '200':
          $ref: common.yaml#/components/responses/200SuccessResponse
        '400':
          $ref: common.yaml#/components/responses/400BadRequest
        '401':
          $ref: common.yaml#/components/responses/401Unauthorized
        '403':
          $ref: common.yaml#/components/responses/403Forbidden
        '404':
          $ref: common.yaml#/components/responses/404NotFound
        '405':
          $ref: common.yaml#/components/responses/405MethodNotAllowed
        '429':
          $ref: common.yaml#/components/responses/429LimitExceeded
        '500':
          $ref: common.yaml#/components/responses/500InternalServerError
        '503':
          $ref: common.yaml#/components/responses/503ServiceUnavailable
        '504':
          $ref: common.yaml#/components/responses/504GatewayTimeout
      summary: Send feedback
      x-summary-source: derived
  /api/v2/cortex/analyst/message:
    post:
      operationId: sendMessage
      tags:
      - cortex-analyst
      summary: Send a data question to the Cortex Analyst
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: common-cortex-analyst.yaml#/components/schemas/SendMessageRequest
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: common-cortex-analyst.yaml#/components/schemas/SendMessageResponse
            text/event-stream:
              schema:
                type: string
        '400':
          $ref: common.yaml#/components/responses/400BadRequest
        '401':
          $ref: common.yaml#/components/responses/401Unauthorized
        '403':
          $ref: common.yaml#/components/responses/403Forbidden
        '404':
          $ref: common.yaml#/components/responses/404NotFound
        '405':
          $ref: common.yaml#/components/responses/405MethodNotAllowed
        '429':
          $ref: common.yaml#/components/responses/429LimitExceeded
        '500':
          $ref: common.yaml#/components/responses/500InternalServerError
        '503':
          $ref: common.yaml#/components/responses/503ServiceUnavailable
        '504':
          $ref: common.yaml#/components/responses/504GatewayTimeout
  /api/v2/cortex/analyst/verified-query-suggestions:
    post:
      operationId: generateVerifiedQuerySuggestions
      tags:
      - cortex-analyst
      summary: Generate VQ suggestions for a semantic model
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/GenerateVerifiedQuerySuggestionsRequest'
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GenerateVerifiedQuerySuggestionsResponse'
        '400':
          $ref: common.yaml#/components/responses/400BadRequest
        '401':
          $ref: common.yaml#/components/responses/401Unauthorized
        '403':
          $ref: common.yaml#/components/responses/403Forbidden
        '404':
          $ref: common.yaml#/components/responses/404NotFound
        '405':
          $ref: common.yaml#/components/responses/405MethodNotAllowed
        '429':
          $ref: common.yaml#/components/responses/429LimitExceeded
        '500':
          $ref: common.yaml#/components/responses/500InternalServerError
        '503':
          $ref: common.yaml#/components/responses/503ServiceUnavailable
        '504':
          $ref: common.yaml#/components/responses/504GatewayTimeout
  /api/v2/cortex/analyst/fast-generation:
    post:
      operationId: fastGeneration
      tags:
      - cortex-analyst
      summary: Rapidly generate a semantic model given source material
      description: Provides real-time suggestions for improving a given semantic model via a streaming response.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/FastGenerationRequest'
      responses:
        '200':
          description: OK. Streaming suggestions.
          content:
            text/event-stream:
              schema:
                type: string
                description: 'Server-Sent Events stream. Each event''s data payload will be a JSON representation of a `FastGenerationResponse` object.

                  Events include:

                  - `response`: Contains a `FastGenerationResponse` payload.

                  - `error`: Contains a `StreamingError` payload if an error occurs during streaming.

                  - `done`: Contains the string payload "done"'
        '400':
          $ref: common.yaml#/components/responses/400BadRequest
        '401':
          $ref: common.yaml#/components/responses/401Unauthorized
        '403':
          $ref: common.yaml#/components/responses/403Forbidden
        '404':
          $ref: common.yaml#/components/responses/404NotFound
        '405':
          $ref: common.yaml#/components/responses/405MethodNotAllowed
        '429':
          $ref: common.yaml#/components/responses/429LimitExceeded
        '500':
          $ref: common.yaml#/components/responses/500InternalServerError
        '503':
          $ref: common.yaml#/components/responses/503ServiceUnavailable
        '504':
          $ref: common.yaml#/components/responses/504GatewayTimeout
  /api/v2/cortex/analyst/pre-selection:
    post:
      operationId: preSelection
      tags:
      - cortex-analyst
      summary: Retrieve relevant table information from input data for semantic model…
      description: Retrieve relevant table information from input data for semantic model generation
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PreSelectionRequest'
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PreSelectionResponse'
        '400':
          $ref: common.yaml#/components/responses/400BadRequest
        '401':
          $ref: common.yaml#/components/responses/401Unauthorized
        '403':
          $ref: common.yaml#/components/responses/403Forbidden
        '404':
          $ref: common.yaml#/components/responses/404NotFound
        '405':
          $ref: common.yaml#/components/responses/405MethodNotAllowed
        '429':
          $ref: common.yaml#/components/responses/429LimitExceeded
        '500':
          $ref: common.yaml#/components/responses/500InternalServerError
        '503':
          $ref: common.yaml#/components/responses/503ServiceUnavailable
        '504':
          $ref: common.yaml#/components/responses/504GatewayTimeout
  /api/v2/cortex/analyst/filters-and-metrics-suggestions:
    post:
      operationId: generateFiltersAndMetricsSuggestions
      tags:
      - cortex-analyst
      summary: Generate filters, facts, and metrics suggestions for a semantic model
      description: Generate suggestions for filters, facts, and metrics on a semantic view/model.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/GenerateFiltersAndMetricsSuggestionsRequest'
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GenerateFiltersAndMetricsSuggestionsResponse'
        '400':
          $ref: common.yaml#/components/responses/400BadRequest
        '401':
          $ref: common.yaml#/components/responses/401Unauthorized
        '403':
          $ref: common.yaml#/components/responses/403Forbidden
        '404':
          $ref: common.yaml#/components/responses/404NotFound
        '405':
          $ref: common.yaml#/components/responses/405MethodNotAllowed
        '429':
          $ref: common.yaml#/components/responses/429LimitExceeded
        '500':
          $ref: common.yaml#/components/responses/500InternalServerError
        '503':
          $ref: common.yaml#/components/responses/503ServiceUnavailable
        '504':
          $ref: common.yaml#/components/responses/504GatewayTimeout
  /api/v2/cortex/analyst/agentic-optimizations:
    post:
      operationId: listAgenticOptimizations
      tags:
      - cortex-analyst
      summary: List all agentic optimization runs for a given base model
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListAgenticOptimizationsRequest'
      responses:
        '200':
          description: OK. Retrieved optimizations.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListAgenticOptimizationsResponse'
        '400':
          $ref: common.yaml#/components/responses/400BadRequest
        '401':
          $ref: common.yaml#/components/responses/401Unauthorized
        '403':
          $ref: common.yaml#/components/responses/403Forbidden
        '404':
          $ref: common.yaml#/components/responses/404NotFound
        '405':
          $ref: common.yaml#/components/responses/405MethodNotAllowed
        '429':
          $ref: common.yaml#/components/responses/429LimitExceeded
        '500':
          $ref: common.yaml#/components/responses/500InternalServerError
        '503':
          $ref: common.yaml#/components/responses/503ServiceUnavailable
        '504':
          $ref: common.yaml#/components/responses/504GatewayTimeout
  /api/v2/cortex/analyst/agentic-optimization:
    get:
      operationId: getAgenticOptimization
      tags:
      - cortex-analyst
      summary: Get the status and state of a specified agentic optimization run
      parameters:
      - name: optimization_name
        in: query
        description: The fully-qualified name of the optimization to retrieve.
        required: true
        schema:
          type: string
      responses:
        '200':
          description: OK. Retrieved optimization.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetAgenticOptimizationResponse'
        '400':
          $ref: common.yaml#/components/responses/400BadRequest
        '401':
          $ref: common.yaml#/components/responses/401Unauthorized
        '403':
          $ref: common.yaml#/components/responses/403Forbidden
        '404':
          $ref: common.yaml#/components/responses/404NotFound
        '405':
          $ref: common.yaml#/components/responses/405MethodNotAllowed
        '429':
          $ref: common.yaml#/components/responses/429LimitExceeded
        '500':
          $ref: common.yaml#/components/responses/500InternalServerError
        '503':
          $ref: common.yaml#/components/responses/503ServiceUnavailable
        '504':
          $ref: common.yaml#/components/responses/504GatewayTimeout
  /api/v2/cortex/analyst/token:
    get:
      operationId: getScopedToken
      summary: Internal endpoint to exchange a Cortex Analyst Oauth token
      tags:
      - cortex-analyst
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TokenInfo'
        '400':
          $ref: common.yaml#/components/responses/400BadRequest
        '401':
          $ref: common.yaml#/components/responses/401Unauthorized
        '403':
          $ref: common.yaml#/components/responses/403Forbidden
        '404':
          $ref: common.yaml#/components/responses/404NotFound
        '405':
          $ref: common.yaml#/components/responses/405MethodNotAllowed
        '429':
          $ref: common.yaml#/components/responses/429LimitExceeded
        '500':
          $ref: common.yaml#/components/responses/500InternalServerError
        '503':
          $ref: common.yaml#/components/responses/503ServiceUnavailable
        '504':
          $ref: common.yaml#/components/responses/504GatewayTimeout
components:
  schemas:
    AgenticOptimizationSummary:
      type: object
      description: A summary of an agentic optimization run.
      properties:
        optimization_name:
          type: string
          description: The fully-qualified name of the optimization.
        status:
          $ref: '#/components/schemas/AgenticOptimizationStatus'
    PreSelectionResponse:
      type: object
      description: The response for the PreSelection rpc
      properties:
        request_id:
          type: string
          description: Unique request ID
        tables:
          type: array
          items:
            $ref: '#/components/schemas/TableColumns'
        warnings:
          type: array
          items:
            $ref: common-cortex-analyst.yaml#/components/schemas/Warning
        experimental:
          type: string
          description: JSON serialized string of experimental API fields (undocumented).
    GetAgenticOptimizationResponse:
      type: object
      description: The status, state, and outcome of a specified agentic optimization run.
      properties:
        request_id:
          type: string
          description: Unique request ID
          example: abcd1234-5678-90ab-cdef-1234567890ab
        status:
          $ref: '#/components/schemas/AgenticOptimizationStatus'
        state:
          type: string
          description: An opaque string containing the state of the optimization.
          example: '{"progress": 0.5, "details": "Halfway through the optimization"}'
        outcome:
          type: string
          description: An opaque string containing the outcome of the optimization, separate from the state. This should be the JSON-encoded form of an AgenticOptimizationOutcome protobuf message.
          example: '{"extensions": ""}'
        base_semantic_view_name:
          type: string
          description: The fully-qualified name of the base semantic model. This can be either a semantic view FQN (e.g., 'DB.SCHEMA.VIEW') or a stage file path (e.g., '@STAGE/path/file.yaml').
          example: MY_DB.MY_SCHEMA.MY_SEMANTIC_VIEW
    GenerateFiltersAndMetricsSuggestionsResponse:
      type: object
      description: The response object for filters, facts, and metrics suggestions
      properties:
        request_id:
          type: string
          description: Unique request ID
        suggestions:
          type: array
          items:
            $ref: '#/components/schemas/SemanticModelUpdateSuggestion'
        warnings:
          type: array
          items:
            $ref: common-cortex-analyst.yaml#/components/schemas/Warning
        experimental:
          type: string
          description: JSON serialized string of experimental API fields (undocumented).
    SendFeedbackRequest:
      type: object
      description: The request object for sending user feedback on Cortex Analyst responses
      properties:
        request_id:
          type: string
          description: Request id associated with the feedback
        positive:
          type: boolean
          description: Whether the response was good (true) or bad (false)
        feedback_message:
          type: string
          description: The text for the detailed feedback message
      required:
      - request_id
      - positive
    TableauServerFiles:
      type: object
      description: Contains Tableau URLs to retrieve files from Tableau server and information around Tableau integration
      properties:
        tableau_urls:
          type: array
          items:
            type: string
            description: The URLs in Tableau to retrieve files from
        integration:
          $ref: '#/components/schemas/TableauIntegration'
    AnnotatedSqlQuery:
      type: object
      description: Contains a SQL query with optional context and natural language annotation
      properties:
        sql_text:
          type: string
          description: SQL query text
        database:
          type: string
          description: Database associated with the SQL query
        schema:
          type: string
          description: Schema associated with the SQL query
        corresponding_question:
          type: string
          description: Natural language question that the SQL query answers
        additional_context:
          type: string
          description: Free-form string for additional context about the query
      required:
      - sql_text
    TableauStageFiles:
      type: object
      description: Specifies stage paths of the Tableau files
      properties:
        stage_paths:
          type: array
          items:
            type: string
            description: The stage paths of where the Tableau file is stored
    GenerateFiltersAndMetricsSuggestionsRequest:
      type: object
      description: The request object for generating filters, facts, and metrics suggestions
      properties:
        semantic_model:
          $ref: common-cortex-analyst.yaml#/components/schemas/SemanticModelObject
        tables:
          type: array
          description: Tables and selected columns to build a basic semantic model from
          items:
            $ref: '#/components/schemas/TableColumns'
        warehouse:
          type: string
          description: Warehouse name to use for processing suggestions.
        metrics_offset:
          type: integer
          format: int32
          description: Pagination offset for metrics suggestions
        metrics_limit:
          type: integer
          format: int32
          description: Pagination limit for metrics suggestions
        facts_offset:
          type: integer
          format: int32
          description: Pagination offset for facts suggestions
        facts_limit:
          type: integer
          format: int32
          description: Pagination limit for facts suggestions
        filters_offset:
          type: integer
          format: int32
          description: Pagination offset for filters suggestions
        filters_limit:
          type: integer
          format: int32
          description: Pagination limit for filters suggestions
        experimental:
          type: string
          description: JSON serialized string of experimental API fields (undocumented).
    FastGenerationRequest:
      type: object
      description: The request for the FastGeneration rpc
      properties:
        json_proto:
          type: object
          description: A JSON-mapped FastGenerationRequest protobuf
          additionalProperties: true
    SemanticModelChange:
      type: object
      description: A single change to apply to the semantic object
      properties:
        operation:
          $ref: '#/components/schemas/SemanticModelChangeOperation'
        path:
          type: string
          description: Path to the node in the semantic object to change
        value:
          $ref: '#/components/schemas/SemanticModelChangeValue'
      required:
      - operation
      - path
    TokenInfo:
      type: object
      properties:
        token:
          type: string
        expiration_seconds:
          type: integer
    TableauAuth:
      type: object
      description: Authentication required to connect to Tableau
      properties:
        secret_fqn:
          type: string
          description: The fully qualified name of the secret containing the Tableau PAT
        server_url:
          type: string
          description: The Tableau server name to send requests to
      required:
      - secret_fqn
      - server_url
    ListAgenticOptimizationsResponse:
      type: object
      description: The response from listing agentic optimization runs.
      properties:
        request_id:
          type: string
          description: Unique request ID
          example: abcd1234-5678-90ab-cdef-1234567890ab
        optimizations:
          type: array
          items:
            $ref: '#/components/schemas/AgenticOptimizationSummary'
    AgenticOptimizationStatus:
      type: string
      description: The status of an agentic optimization run.
      enum:
      - IN_PROGRESS
      - COMPLETED
      - FAILED
      - CANCELED
    GenerateVerifiedQuerySuggestionsResponse:
      type: object
      description: The non-streaming response object for the VQ Suggestions request
      properties:
        request_id:
          type: string
          description: Unique request ID
        vq_suggestions:
          type: array
          items:
            $ref: '#/components/schemas/VerifiedQuerySuggestion'
        warnings:
          type: array
          items:
            $ref: common-cortex-analyst.yaml#/components/schemas/Warning
    PreSelectionRequest:
      type: object
      description: The request for the PreSelection rpc
      properties:
        tds_source:
          type: array
          items:
            $ref: '#/components/schemas/TdsInput'
        sql_source:
          $ref: '#/components/schemas/SqlInputs'
        warehouse:
          type: string
          description: Warehouse name to use for processing.
        tableau_input:
          $ref: '#/components/schemas/TableauInput'
        experimental:
          type: string
          description: JSON serialized string of experimental API fields (undocumented).
      required:
      - tds_source
      - warehouse
    SemanticModelChangeOperation:
      type: string
      description: Operation applied to a semantic object at a given path
      enum:
      - set
      - append
      - remove
    SqlInputs:
      type: object
      description: Contains SQL queries which may be annotated with natural language
      properties:
        queries:
          type: array
          items:
            $ref: '#/components/schemas/AnnotatedSqlQuery'
      required:
      - queries
    ListAgenticOptimizationsRequest:
      type: object
      description: A request to list all agentic optimization runs for a given base model. Note that only semantic views and semantic model files are supported. Inline semantic models will lead to a 400 response.
      properties:
        semantic_model:
          $ref: common-cortex-analyst.yaml#/components/schemas/SemanticModelObject
        experimental:
          type: string
          description: JSON serialized string of experimental API fields (undocumented).
      required:
      - semantic_model
    TableauIntegration:
      type: object
      description: Contains data on how to connect to Tableau and process data
      properties:
        auth:
          $ref: '#/components/schemas/TableauAuth'
        staging_data:
          $ref: '#/components/schemas/StagingData'
      required:
      - auth
      - staging_data
    TableauInput:
      type: object
      description: Input required to extract data from Tableau. Tableau Cloud users can optionally provide integration data if files are not already uploaded
      properties:
        stage_files:
          $ref: '#/components/schemas/TableauStageFiles'
        server_files:
          $ref: '#/components/schemas/TableauServerFiles'
    SemanticModelChangeValue:
      type: object
      description: One-of value. A map with exactly one key set corresponding to the semantic model object or primitive.
      additionalProperties: true
    SemanticModelUpdateSuggestion:
      type: object
      description: A suggestion consisting of ordered semantic object changes with optional setup SQL and score.
      properties:
        changes:
          type: array
          description: Changes to be applied in order
          items:
            $ref: '#/components/schemas/SemanticModelChange'
        version:
          type: integer
          format: int32
          description: Version of SemanticModelUpdateSuggestion
        metadata:
          type: object
          description: Arbitrary metadata associated with this suggestion.
          additionalProperties: true
    TableColumns:
      type: object
      description: Contains information about table and column names
      properties:
        database:
          type: string
          description: Database name
        schema:
          type: string
          description: Schema name
        table:
          type: string
          description: Table name
        column_names:
          type: array
          items:
            type: string
            description: Column names
      required:
      - database
      - schema
      - table
      - column_names
    TdsInput:
      type: object
      description: Tableau data source file stage paths
      properties:
        tds_stage_path:
          type: string
          description: TDS file stage path
        tds_file_content:
          type: string
          description: TDS file raw contents
      required:
      - tds_stage_path
    StagingData:
      type: object
      description: Contains information indicating where to stage data
      properties:
        database:
          type: string
          description: Database name
        schema:
          type: string
          description: Schema name
      required:
      - database
      - schema
    VerifiedQuerySuggestion:
      type: object
      description: A suggestion to add or remove or replace a Verified Query to a semantic model.
      properties:
        score:
          type: number
          description: Score of the suggestion, higher is better.
          format: float
        vq_to_add:
          $ref: common-cortex-analyst.yaml#/components/schemas/VerifiedQuery
        vq_to_remove:
          $ref: common-cortex-analyst.yaml#/components/schemas/VerifiedQuery
        metadata:
          type: object
          description: Arbitrary metadata associated with this suggestion.
          additionalProperties: true
    GenerateVerifiedQuerySuggestionsRequest:
      type: object
      description: The request object for getting VQ suggestions
      properties:
        mode:
          type: string
          enum:
          - ca_requests_based
          - query_history_based
          description: Whether to generate suggestions based on historical CA requests or all SQL queries. One of 'ca_requests_based' or 'query_history_based'
          default: ca_requests_based
        semantic_model:
          $ref: common-cortex-analyst.yaml#/components/schemas/SemanticModelObject
        tables:
          type: array
          items:
            $ref: '#/components/schemas/TableColumns'
        tds_source:
          type: array
          items:
            $ref: '#/components/schemas/TdsInput'
        sql_source:
          $ref: '#/components/schemas/SqlInputs'
        warehouse:
          type: string
          description: Warehouse name to use for processing suggestions.
        offset:
          description: The suggestions offset index, offset = 0 indicates the first call
          type: integer
          format: int32
        limit:
          description: The number of suggestions to return starting from the provided offset value
          type: integer
          format: int32
        experimental:
          type: string
          description: JSON serialized string of experimental API fields (undocumented).
      required:
      - warehouse
  securitySchemes:
    KeyPair:
      $ref: common.yaml#/components/securitySchemes/KeyPair
    ExternalOAuth:
      $ref: common.yaml#/components/securitySchemes/ExternalOAuth
    SnowflakeOAuth:
      $ref: common.yaml#/components/securitySchemes/SnowflakeOAuth
    ProgrammaticAccessToken:
      $ref: common.yaml#/components/securitySchemes/ProgrammaticAccessToken

Snowflake Cortex Analyst API

Operations 9

Documentation

Specifications

Schemas & Data

Other Resources