openapi: 3.0.3
info:
  title: Ask Sage Server Admin Tabular Data API
  description: 'Ask Sage is an AI-powered platform providing intelligent completions, knowledge management, and workflow automation.


    ## Base URL

    `https://api.asksage.ai`


    ## Authentication

    All endpoints require a valid JWT token passed via the `x-access-tokens` header, unless otherwise noted.


    Obtain a token by authenticating through the User API (`/user/get-token-with-api-key`).


    ## Message Format

    The `message` field in API requests can be either:

    - A single string prompt: `"What is Ask Sage?"`

    - An array of conversation messages: `[{"user": "me", "message": "what is Ask Sage?"}, {"user": "gpt", "message": "Ask Sage is an..."}]`


    ## Key Features

    - **AI Completions** — Query multiple LLM providers with a unified interface

    - **Knowledge Training** — Upload documents, files, and data to build custom datasets

    - **Tabular Data** — Ingest and query structured data (CSV, XLSX) with natural language

    - **Agent Builder** — Create, configure, and execute multi-step AI workflows

    - **Plugins** — Extend capabilities with built-in and custom plugins

    - **MCP Servers** — Connect to Model Context Protocol servers for tool integration'
  version: '2.0'
  contact:
    name: Ask Sage Support
    email: support@asksage.ai
    url: https://asksage.ai
servers:
- url: '{baseUrl}/server'
  description: Ask Sage Server API
  variables:
    baseUrl:
      default: https://api.asksage.ai
      description: API base URL. Use https://api.asksage.ai for production, or your self-hosted instance URL.
security:
- ApiKeyAuth: []
tags:
- name: Tabular Data
  description: Tabular data ingestion and querying
paths:
  /train-tabular:
    post:
      summary: Train tabular data
      description: Ingest tabular files (CSV/TSV/XLSX/XLSB) into the tabular database. Dedicated endpoint separate from /train-with-file.
      tags:
      - Tabular Data
      requestBody:
        required: true
        content:
          multipart/form-data:
            schema:
              type: object
              required:
              - file
              - dataset
              properties:
                file:
                  type: string
                  format: binary
                  description: Tabular file (CSV, TSV, XLSX, or XLSB)
                dataset:
                  type: string
                  description: Target dataset name
      responses:
        '200':
          description: Tabular data ingested successfully
          content:
            application/json:
              schema:
                type: object
                properties:
                  response:
                    type: string
                  tabular:
                    type: boolean
                  dataset_id:
                    type: integer
                  file_id:
                    type: integer
                  table_count:
                    type: integer
                  total_rows:
                    type: integer
                  total_columns:
                    type: integer
                  tables:
                    type: array
                    items:
                      type: object
                  status:
                    type: integer
        '400':
          description: Bad request
        '413':
          description: File too large
  /query-tabular:
    post:
      summary: Query tabular dataset
      description: Query a tabular dataset using natural language. Translates question to SQL, executes against tabular DB, narrates results.
      tags:
      - Tabular Data
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - dataset_id
              - question
              - model
              properties:
                dataset_id:
                  type: integer
                  description: ID of the tabular dataset
                question:
                  type: string
                  maxLength: 10000
                  description: Natural language question about the data
                model:
                  type: string
                  description: Model to use for SQL generation and narration
      responses:
        '200':
          description: Query results
          content:
            application/json:
              schema:
                type: object
                properties:
                  response:
                    type: string
                  row_count:
                    type: integer
                  status:
                    type: integer
  /tabular-schema:
    post:
      summary: Get tabular schema
      description: Returns tabular table schemas for a dataset
      tags:
      - Tabular Data
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - dataset_id
              properties:
                dataset_id:
                  type: integer
                  description: Dataset ID
      responses:
        '200':
          description: Schema retrieved
          content:
            application/json:
              schema:
                type: object
                properties:
                  response:
                    type: array
                    items:
                      type: object
                      properties:
                        table_name:
                          type: string
                        sheet_name:
                          type: string
                        column_count:
                          type: integer
                        row_count:
                          type: integer
                        status:
                          type: string
                        schema:
                          type: object
                          nullable: true
                  table_count:
                    type: integer
                  status:
                    type: integer
components:
  securitySchemes:
    ApiKeyAuth:
      type: apiKey
      in: header
      name: x-access-tokens
      description: JWT authentication token. Obtain a token by calling the User API endpoint `/user/get-token-with-api-key` with your email and API key.