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OpenBMB/UltraRAG

A low-code MCP framework for building complex and innovative RAG pipelines, standardizing components and enabling precise orchestration.

Core Features

Low-code development for complex RAG pipelines.

MCP architecture standardizing RAG components (Retriever, Generation) as independent servers.

YAML-based workflow orchestration supporting conditional branches and loops.

Visual RAG IDE with Pipeline Builder for real-time canvas-code synchronization.

Intelligent AI Assistant to empower the RAG development lifecycle.

Detailed Introduction

UltraRAG is a lightweight RAG development framework built on the Model Context Protocol (MCP) architecture, co-developed by leading research institutions. It standardizes core RAG components as independent MCP Servers and leverages the MCP Client for powerful workflow orchestration through simple YAML configurations, supporting complex control structures. Beyond its robust backend, UltraRAG offers a visual RAG Integrated Development Environment (IDE) with a Pipeline Builder for bidirectional "Canvas Construction" and "Code Editing," enabling granular online adjustments and an Intelligent AI Assistant to streamline the entire RAG development lifecycle.