Matthew McCoy, Ph.D.Building a Multi-Hop Search System: Integrating Databricks Vector Search and Model Serving with…This will be a technical post that combines knowledge from multiple sources to demonstrate how to build a multi-hop search system all…Jul 10Jul 10
Matthew McCoy, Ph.D.Getting the most out of Databricks Vector Search: Using Writeback Tables as Feature TablesIntroductionJun 14Jun 14
Matthew McCoy, Ph.D.Tips for Grounding Databricks Assistant AutocompleteThe future of Jupyter-style notebooks (or even script-based environments) is very likely to come with some sort of assistant to help speed…May 23May 23
Matthew McCoy, Ph.D.Lakeview + Vector Search: A Simple Monitoring Strategy for RAG ApplicationsIn an era dominated by AI-driven advancements, the way we access and retrieve information has undergone a profound transformation. With…May 16May 16
Matthew McCoy, Ph.D.Chatting with your Delta Tables Using Databricks Connect, Streamlit, and Databricks Model ServingIn a previous post, I described how you can use natural language to generate SQL statements within your Databricks notebooks. The essential…May 7May 7
Matthew McCoy, Ph.D.A Hybrid Approach with Databricks’ Vector Search and Reciprocal Rank FusionApr 303Apr 303
Matthew McCoy, Ph.D.How to Utilize Databricks’ AI-Generated Comments and DBRX for Crafting NL-to-SQL Scripts in Your…By now, it is well understood that using an LLM to query your database can be very tricky. Often, domain knowledge needs to be injected…Apr 241Apr 241
Matthew McCoy, Ph.D.Semantic Caching on Databricks using Vector SearchSemantic caching is an excellent way to cut costs when building RAG applications. The idea is to use previously generated results (sunk…Apr 61Apr 61
Matthew McCoy, Ph.D.Generating a single CSV file in Unity CatalogA common ask among non-technical professionals is — can you please send me a report that shows X? A common format for ad-hoc reporting is…Mar 27Mar 27
Matthew McCoy, Ph.D.Finite Element Information Matrix Generation with PySpark on DatabricksFinite Element Methods (FEM) are a near and dear friend to all of us in the world of numerical solutions to partial differential equations…Mar 22Mar 22
