🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.
Repository Index
47,133 repositories indexed
1–5 of 5 · Most stars
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.