DEV Community

Cover image for AutoGen + LangChian + RAG + Function Call = Super AI Chabot
Gao Dalie (高達烈)
Gao Dalie (高達烈)

Posted on

AutoGen + LangChian + RAG + Function Call = Super AI Chabot

Welcome to the world of AI artificial intelligence, every day brings new breakthroughs and capabilities.

in this Post, I will experiment with integrating AutoGen and Function calling features. Function Calling previously established in the Open AI API, is a mechanism that allows you to adapt calls to external APIs. This integration aims to enhance the overall functionality and efficiency of the system

For example, it can be used to call the weather API as needed during a conversation.

there are various combinations of function calling and Agent, but here we will call the RAG Retrieval Augmented Generation mechanism via Function Calling and use the result to generate output.

In this step-by-step guide, you’ll learn how to use Langchian, Autogen, Retrieval Augmented Generation (RAG) and Function calls to build a super AI chatbot

The Full Article can be found here

Top comments (0)