What is a RAG - Your own custom Chatbot

In this video I go over the concept of RAG (Retrieval Augmented Generation). And step-by-step how it works. This vidoe is for everyone interested in how today's chatbots works, and how they actually do what they do.
Here is the python library llama-index you can install: pypi.org/proje...
Llama index documentation: docs.llamainde...
Article by Cory Zue about RAGs: scriv.ai/guide...
If you want to learn more, please leave a comment so I know if this content is appriciated.
And as always have a great day! I got your back for life!
#ai #chatgpt #education #development #developer #future #tutorial #coding #python #learning #concept #cool

[@yorgohoebeke]

Thank you fo this video! If you have the time, could you make a video about how to make a chatbot that uses RAG in flutterflow? Also do you think it would be possible to call functions from the ai chatbot? for example, the user could let the chatbot create tasks in a todo app

[@leomcmillion]

To make a RAG in flutterflow (or at least how I do it) you will need a VPS where you can run python code. Then you can setup endpoints on the VPS that can execute code similiar to the one you saw in the video. For your other question: I can record a video next week that shows you how to allow your chatbot to be able to take actions outside it's cababilities such as create a firestore document for the user.

[@leomcmillion]

Hi, I just released a video that shows how you can let your AI perform actions such as create an document in firestore: kzbin.info/www/bejne/eoDXo51qaMSmi9Esi=sGgT40g2z7GWBId9

[@yorgohoebeke]

@@leomcmillion That’s awesome, thank you so much