@nebuladata

Specialized chatbot using RAG (Retrieval Augmented Generation) — Part II

Mar 9 · 6 min read · In the previous episode, we already discussed the concept of Retrieval-Augmented Generation (RAG) and prepared our project structure, requirements, and source data. Now we are moving to the most impor

HOW TO SECURE API KEY?

Feb 27 · 4 min read · Hi guys, I’m back! In the previous episode, we’re successfully create an interactive chatbot, but one critical thing remain, our api key is still inside our python file, which is if we’re publishing o

SPECIALIZED CHATBOT USING RAG I

Feb 27 · 5 min read · In the previous episode, we successfully built an interactive chatbot that can respond to user questions and secure the API key itself. Now, we want to enhance it by implementing Retrieval-Augmented G

Make The Chatbot More Interactive Using Python Only Using Nebula Api

Feb 12 · 3 min read · For today’s episode, I'll continue working on our project to make rag based chatbot using Nebula Data’s api. Okay, from the previous episode, we already set up the account, api and the billing. Now I want to make a simple chatbot, but using CLI (comm...

High Performance, Low Cost: Building a Professional RAG Chatbot from Scratch

Jan 27 · 3 min read · Building a RAG Chatbot from Scratch: Part 1 Choosing the Right Engine Hello everyone! Today, I’m kicking off a short series where I’ll be documenting my journey of building a specialized chatbot. Unlike a standard chatbot that provides general answer...