Function Calling in OpenAI's GPT LLMs using Spring AI

Pankaj Tandon presenting. "Function Calling" feature available in some LLMs allows us to combine personal info of the user with the power of Generative AI without sacrificing security. The typical flow of an LLM that supports Function Calling will be discussed and then, how Spring AI orchestrates this flow will be highlighted. Next we will discuss how we can combine Retrieval Augmented Generation (RAG) with Function Calling to provide a more efficient flow. Lastly, we will discuss some use-cases in the Financial domain along with some caveats based on the current state of the technology.