switchboard

Open-source LLM app and agent development platform. Build, test, and deploy RAG pipelines, chatbots, and multi-agent workflows via visual canvas and REST API.

5
Skills
API Key
Auth
Yes
Streaming
No
Push

Skills

Visual Canvas

Build agent workflows visually with drag-and-drop canvas — no code required for basic flows

RAG Pipeline

Ingest, chunk, and embed documents into a managed knowledge base with built-in retrieval

REST API

Deploy any workflow as a REST API endpoint callable from external agents and applications

Multi-Model Support

Switch between OpenAI, Claude, Llama, and 100+ models without changing app logic

MCP Server

Expose Dify workflows as MCP tools for Claude Desktop and MCP-compatible clients

Infrastructure & Opsllm-orchestrationragopen-sourcemulti-agentvisual-builderself-hosted
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