README.md

Question-Answering in a Box with Self-hosted LLMs & RAG

• Setup the complete infrastructure stack for a Question-Answering chatbot for your private data in just a few minutes!
• Your stack will be powered by Self-hosted Open-Source Large Language Models and Retrieval Augmented Generation running on Kubernetes Cloud clusters.

Install Documentation

• Cluster Setup Summary
• Install Infrastructure Tools
• Install Model Serve Stack
• Model Serving
• Retrieval Augmented Generation using FAISS
• Creation of the Vector Store
• Install the RAG & LLM querying service
• Send a question to your LLM with RAG
• Query your LLM with RAG using a Chat UI
• Uninstall

Jump to complete install doc available here.