Building Real World Agentic AI Applications using Ollama, Langchain, Llama3.2 and ChromaDB

This is a real world Agentic AI Application built during the workshop conducted at GNA University. The idea is to demonstrate how to create Agentic AI Applications and it's components like brain, tools, memory Use Case: GNA has multiple businesses. GNA University, GNA Gears Ltd, GNA Axles Ltd. We built an agentic AI Application which understands the user's query and fetches results from the corresponding Industry with the help of tools.

Tech Stack:

1. ollama
2. llama 3.2 to act as brain
3. chromadb for embeddings
4. python and langchain framework for creating Agentic AI Applications neatly.