How to Build a Retrieval-Augmented Generation Chatbot

Retrieval-augmented generation (RAG) has been empowering conversational AI by allowing models to access and leverage external knowledge bases. In this post, we delve into how to build a RAG chatbot with LangChain and Panel. You will learn: What is retrieval-augmented generation (RAG)? How to develop a retrieval-augmented generation (RAG) application in LangChain How to use Panel’s […]

How to Build Your Own Panel AI Chatbots

With its latest version 1.3, the open-source project Panel has just introduced an exciting and highly anticipated new feature: the Chat Interface widget. This new capability has opened up a world of possibilities, making the creation of AI chatbots more accessible and user-friendly than ever before.  In this post, you’ll learn how to use the […]