Flowra

Flowra Knowledge API

RAG knowledge collections

GitHub OpenAPI

Operations 13

GET /api/v1/knowledge/collections Get all RAG collections #
POST /api/v1/knowledge/collections Create an empty knowledge collection #
GET /api/v1/knowledge/collections/{id} Get knowledge collection details #
DELETE /api/v1/knowledge/collections/{id} Delete knowledge collection #
PATCH /api/v1/knowledge/collections/{id} Rename a knowledge collection #
GET /api/v1/knowledge/collections/{id}/chunks List chunks in a knowledge collection #
PATCH /api/v1/knowledge/collections/{id}/expose-mcp Toggle read-only share with project members via MCP #
POST /api/v1/knowledge/collections/{id}/ingest/file Add an uploaded file to a knowledge collection #
POST /api/v1/knowledge/collections/{id}/ingest/text Add pasted text to a knowledge collection #
POST /api/v1/knowledge/collections/{id}/ingest/url Add a web page to a knowledge collection #
POST /api/v1/knowledge/collections/{id}/search Semantic search within a knowledge collection #
GET /api/v1/knowledge/collections/{id}/sources List sources in a knowledge collection #
DELETE /api/v1/knowledge/collections/{id}/sources Delete a source from a knowledge collection #

Specifications

⚙
OpenAPI
https://artifacts.apis.io/flowra-dev/openapi/flowra-dev-knowledge-api-openapi.yml

Schemas & Data

📊
JSONSchema
https://artifacts.apis.io/flowra-dev/json-schema/flowra-dev-knowledge-chunks-page-dto-success-response-schema.json
📊
JSONSchema
https://artifacts.apis.io/flowra-dev/json-schema/flowra-dev-knowledge-collection-detail-dto-success-response-schema.json
📊
JSONSchema
https://artifacts.apis.io/flowra-dev/json-schema/flowra-dev-knowledge-collection-info-dto-array-success-response-schema.json
📊
JSONSchema
https://artifacts.apis.io/flowra-dev/json-schema/flowra-dev-knowledge-collection-info-dto-success-response-schema.json
📊
JSONSchema
https://artifacts.apis.io/flowra-dev/json-schema/flowra-dev-knowledge-source-dto-array-success-response-schema.json
📊
JSONSchema
https://artifacts.apis.io/flowra-dev/json-schema/flowra-dev-knowledge-search-response-dto-success-response-schema.json

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OpenAPI Specification

flowra-dev-knowledge-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: Flowra API (API Key Endpoints) Knowledge API
  description: '**Flowra** is an AI-powered platform for building agents, workflows, and integrations.


    ### Capabilities

    - **Tools & Toolkits** – Define and group tools for agents and workflows.

    - **Workflows** – Orchestrate steps and automate processes.

    - **Triggers** – Schedule or event-based execution.

    - **Auth & Connections** – OAuth, API keys, and connected accounts.

    - **MCP** – Model Context Protocol server integration.

    - **Knowledge / RAG** – Add files and URLs for retrieval-augmented generation.


    ### Authentication

    Use the **x-api-key** header with a project API key to access endpoints that support API Key auth. Create and manage API keys in the dashboard under your project settings.


    Only endpoints that support API Key authentication via the @ApiKeyEnabled() decorator.


    Send x-api-key (required). On multi-tenant endpoints, optionally send x-username to act as an external user.'
  version: '1.0'
  contact:
    name: Flowra
    url: https://flowra.dev
servers:
- url: https://flowra.dev
  description: Flowra API
tags:


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# Full source: https://artifacts.apis.io/flowra-dev/openapi/flowra-dev-knowledge-api-openapi.yml