Name: OpenBMB/UltraRAG
Rating: 5 (5692 reviews)
Author: OpenBMB

Git

OpenBMB / UltraRAG

Compare

Python

5.7kstars

448forks

Activity

LLM Apps

LLM Infra

DevOps & CI/CD

Repository Trajectory

Trended #4 on weekly

January 31, 2026

Trended #5 on daily

January 25, 2026

First tracked on GitTrend

January 25, 2026

Similar Projects

Select up to three alternatives to compare with this repository:

chopratejas/headroomCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

72.2k

5.5k

vllm-project/vllmA high-throughput and memory-efficient inference and serving engine for LLMs

91.8k

22.2k

open-webui/open-webuiUser-friendly AI Interface (Supports Ollama, OpenAI API, ...)

152.1k

22.2k

lobehub/lobe-chat🤯 Lobe Chat - an open-source, modern design AI chat framework. Supports multiple AI providers (OpenAI / Claude 4 / Gemini / DeepSeek / Ollama / Qwen), Knowledge Base (file upload / RAG ), one click install MCP Marketplace and Artifacts / Thinking. One-click FREE deployment of your private AI Agent application.

82.5k

15.9k

liyupi/ai-guide程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享大模型选择指南（DeepSeek / GPT / Gemini / Claude）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（RAG / MCP / A2A）、AI 编程教程、AI 工具用法（Cursor / Claude Code / OpenClaw / TRAE / Lovable / Agent Skills）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档版本，已升级为鱼皮 AI 导航网站

20k

2.2k

ollama/ollamaGet up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

181k

17.9k

Loading README...

Related Blogs

The AI Agent Ascendancy Begins — Week of March 23, 2026

Mar 23, 2026

Contributors

Git

Languages

HTML

JavaScript

29%

CSS

14%

Python

47%

Jinja

About

UltraRAG v3: A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

ultrarag.openbmb.cn/

Related Blogs

The AI Agent Ascendancy Begins — Week of March 23, 2026

Mar 23, 2026

Topics

deepseek

demo

easy

embedding

flask

gpt

huggingface-transformers

llm

mcp

multimodal

openai

qwen

rag

sentence-transformers

vllm

vlm

Readme

Activity

5.7kstars(437/day)

448forks

Contributors

Git

Languages

HTML

JavaScript

29%

CSS

14%

Python

47%

Jinja