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/

aideepseekembeddingkimi-k2langchainllama-indexllmmilvusmultimodalneo4j

License & maintenance

No license stated: by default nobody may reuse the code. Ask the authors before using it in a product.

Last code push 18 days ago.

	Repository	Stars	Language	License	Activity
1	unslothai/unslothLocal UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.	★ 78.2k	Python	Apache-2.0	Active
2	langfuse/langfuse🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.	★ 36k	TypeScript	Other	Active
3	comet-ml/opikDebug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, an	★ 22.7k	Python	Apache-2.0	Active
4	firecrawl/firecrawlSupercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥	★ 192.7k	TypeScript	AGPL-3.0	Active
5	Significant-Gravitas/AutoGPTAutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on w	★ 187.6k	Python	Other	Active
6	ollama/ollamaGet up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.	★ 183.7k	Go	MIT	Active
7	huggingface/transformers🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, f	★ 167.8k	Python	Apache-2.0	Active
8	langgenius/difyBuild Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-ho	★ 158.8k	Python	Other	Active