LLM Avalanche: Aakrati Talati : Function Serving in the Lakehouse: Delivering Personalized Context..

ai.bythebay.io Nov 2025, Oakland, full-stack AI conference Title: Function Serving in the Lakehouse: Delivering Personalized Context for LLMs LLM performance can be greatly improved by providing relevant context for the problem the model is employed to solve. In this talk we show how you can harness the potential of Databricks Feature and Function Serving powered by data in your Lakehouse to further enrich the context by providing real-time structured input that captures the up-to-date state, properties, or preferences of the entities involved.