UltraRAG

Repository facts

Stars

5,730

Forks

452

Open issues and pull requests

18

Primary language

Python

License

Apache License 2.0 (Apache-2.0)

Owner

OpenBMB · Organization

Created

Jan 16, 2025

Last push

Oct 18, 2026

Topics

• deepseek
• demo
• easy
• embedding
• flask
• gpt
• huggingface-transformers
• llm
• mcp
• multimodal
• openai
• qwen
• rag
• sentence-transformers
• ui
• vllm
• vlm

Rank #1,418 of 9,507 in AI on GitHub, by stars. Data from the GitHub API, fetched Oct 18, 2026; star counts change daily. Stars measure popularity, not quality or safety, and a listing is not an endorsement. How this list is made

Related projects

Projects that share this one’s GitHub topics.

• 2,905

  Rank 2,905: om-ai-lab/OmAgent

  [EMNLP-2024] Build multimodal language agents for fast prototype and production

  2,669 starsPythonApache-2.0Last push Oct 16, 2026

• 267

  Rank 267: labring/FastGPT

  FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow…

  29,853 starsTypeScriptOther licenseLast push Oct 16, 2026

• 513

  Rank 513: modelscope/ms-swift

  Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3…

  15,871 starsPythonApache-2.0Last push Oct 18, 2026

• 172

  Rank 172: chatchat-space/Langchain-Chatchat

  Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like…

  38,694 starsPythonApache-2.0Last push Nov 10, 2025

• 657

  Rank 657: datawhalechina/all-in-rag

  🔍大模型应用开发实战一：RAG 技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/

  12,255 starsPythonNo license file detectedLast push Sep 30, 2026

• 58

  Rank 58: unslothai/unsloth

  Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

  78,218 starsPythonApache-2.0Last push Oct 18, 2026