Workshop: Building AI Agents with RAG and Function Calling
Instructors: Vikrant Guleria and team from Tune AI
Venue: ChargeBee at Coworks Perungudi
Agenda:
1. Introduction to LLM APIs and Function Calling
30 mins, Presentation
Overview of Large Language Models (LLMs).
Introduction to function calling with LLMs.
Real-world applications and use cases.
2. Building an App (without Function Calling)
45 mins, Live Coding (Show)
Building a basic app that interacts with LLMs.
Test and interact with the models.
Integrating basic API calls.
3. Introduction to Retrieval-Augmented Generation (RAG)
30 mins, Presentation (Talking)
Explanation of RAG concepts.
Benefits and use cases of RAG.
4. Implementing RAG in the App
45 mins, Live Coding (Show)
Continuing with the previous app, implement RAG.
Using Supabase + RAG for document retrieval.
Implementing function calling within the RAG setup.
5. Testing and Final Touches
30 mins, Hands-On (Interactive)
Testing the app functionalities.
Adding final touches to the app.
Q&A session for participants.