ai-powered-search

A web application wrapped around a light python script - takes in a user's question and returns an answer along with URL resources.

demo.mp4

Overview of Concepts Utilized

• The Large Language Model used is command which specializes in generating text.
• The chat endpoint is used along with connectors.
• Connectors enable connection to external data sources to find and provide the model with relevant info, so the model can utilize the info and generate a response with high degree of accurracy and facts; this is namely Retrieval Augmented Generation, "retrieving" relevant info and using that to "generate" a response.

Resources

• Cohere: https://docs.cohere.com/
• Gradio: https://www.gradio.app/

I learnt various AI concepts and Cohere specific things through Cohere Docs. I also completed the LLM University module in Cohere. This was my first detailed introduction to AI/ML and I truly enjoyed it, I am looking forward to learn more.