> ## Documentation Index
> Fetch the complete documentation index at: https://docs.datris.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Find datasets by meaning (discovery, not execution)

> Ranks the pipelines the calling key may read against a natural-language query (name, description, tags, catalog, destination field names, source host). Each hit carries location, freshness, provenance handles, lineage and a pre-filled `howToQuery` hint naming an existing query/search tool — the caller still makes that call itself, under its own capabilities.



## OpenAPI

````yaml /openapi.yaml get /api/v1/catalog/find
openapi: 3.0.3
info:
  title: Datris API
  description: >
    REST API for the Datris AI Data Platform. Ingest, validate, transform,
    store, and retrieve data.


    For AI agent integration, use the [MCP
    Server](https://docs.datris.ai/mcp-server) instead.
  version: 1.28.0
  contact:
    name: Datris
    url: https://datris.ai
  license:
    name: Apache 2.0
servers:
  - url: http://localhost:8080
    description: Local development
security:
  - ApiKeyAuth: []
paths:
  /api/v1/catalog/find:
    get:
      tags:
        - Provenance
      summary: Find datasets by meaning (discovery, not execution)
      description: >-
        Ranks the pipelines the calling key may read against a natural-language
        query (name, description, tags, catalog, destination field names, source
        host). Each hit carries location, freshness, provenance handles, lineage
        and a pre-filled `howToQuery` hint naming an existing query/search tool
        — the caller still makes that call itself, under its own capabilities.
      parameters:
        - in: query
          name: query
          required: true
          schema:
            type: string
        - in: query
          name: limit
          schema:
            type: integer
            default: 5
            maximum: 25
        - in: query
          name: ai
          schema:
            type: boolean
            default: false
          description: Rerank the top candidates with the primary AI model
      responses:
        '200':
          description: Ranked hits
          content:
            application/json:
              schema:
                type: object
                properties:
                  results:
                    type: array
                    items:
                      type: object
                  count:
                    type: integer
                  totalMatches:
                    type: integer
        '400':
          description: query missing
components:
  securitySchemes:
    ApiKeyAuth:
      type: apiKey
      in: header
      name: x-api-key
      description: Optional API key for authentication (enabled via application.yaml)

````