Build from Scratch with LanceDB 🛠️🚀

Start building your GenAI applications from the ground up using LanceDB's efficient vector-based document retrieval capabilities! 📑

Get Started in Minutes ⏱️

These examples provide a solid foundation for building your own GenAI applications using LanceDB. Jump from idea to proof of concept quickly with applied examples. Get started and see what you can create! 💻

Build From Scratch	Description	Links
Build RAG from Scratch🚀💻	📝 Create a Retrieval-Augmented Generation (RAG) model from scratch using LanceDB.
Local RAG from Scratch with Llama3🔥💡	🐫 Build a local RAG model using Llama3 and LanceDB for fast and efficient text generation.
Multi-Head RAG from Scratch📚💻	🤯 Develop a Multi-Head RAG model from scratch, enabling generation of text based on multiple documents.