LLM-driven XRootD documentation search and Q&A
ChatXRootD is a Large Language Model (LLM)-powered chatbot designed to assist users with any questions they may have regarding XRootD, the advanced data access protocol used extensively in managing large-scale scientific datasets. This chatbot takes advantages of Retrival Augmented Generation (RAG) to learn broad knowldege from XRootD documentation.
Key Features:
- Instant Assistance: Get immediate answers to your XRootD-related questions.
- Broad Knowledge Base: From basic setup and configuration to advanced troubleshooting and performance optimization.
Example Questions You Can Ask:
- "How do I configure XRootD?"
- "What are the best practices for configuring XRootD for high performance?"
- "What does OSS stand for?"
- "Can you explain the security features available in XRootD?"
Note: This project is not affiliated with XRootD, nor the content can represent the viewpoint of the authors of the software. The chatbot may provide inaccurate information.
- LangChain: RAG with FAISS as the vector store
- ChainLit: Out-of-box Web UI
- OpenAI: Vector Embeddings and LLM (
gpt-3.5-turbo)
Vector embeddings are available under embeddings folder.