Building a RAG System Locally with Ollama, LlamaIndex, and Chroma DB (Visium x LauzHack)

Code: github.com/Vis...
This workshop will introduce how Retrieval-Augmented Generation (RAG) works and how to set up a RAG system on your own device using Ollama, LlamaIndex, and Chroma DB.
​You’ll explore how RAG improves AI-generated responses by retrieving relevant information from a vector database.
​We’ll guide you through installing and configuring the necessary tools and demonstrate how to store and query your data.
​By the end, you’ll be able to efficiently retrieve and generate answers based on your local documents!