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 10, 2024Jul 10, 2024
Getting the most out of Databricks Vector Search: Using Writeback Tables as Feature TablesIntroductionJun 14, 2024Jun 14, 2024
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 23, 2024May 23, 2024
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 16, 2024May 16, 2024
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 7, 2024May 7, 2024
A Hybrid Approach with Databricks’ Vector Search and Reciprocal Rank FusionApr 30, 20243Apr 30, 20243
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 24, 20241Apr 24, 20241
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 6, 20241Apr 6, 20241
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 27, 2024Mar 27, 2024
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 22, 2024Mar 22, 2024
