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Announcing the General Availability of Databricks Assistant Autocomplete

October 10, 2024 by Jason Messer, Matthew Hayes, Evion Kim, Linqing Liu, Varun Nambikrishnan and Beishao Cao in Platform & Products & Announcements
Today, we are excited to announce the general availability of Databricks Assistant Autocomplete on all cloud platforms. Assistant Autocomplete provides personalized AI-powered code...

Generating Coding Tests for LLMs: A Focus on Spark SQL

October 2, 2024 by Linqing Liu, Matthew Hayes, Ritendra Datta and Matei Zaharia in Engineering Blog
Introduction Applying Large Language Models (LLMs) for code generation is becoming increasingly prevalent, as it helps you code faster and smarter. A primary...

Introducing Databricks Assistant Autocomplete

May 20, 2024 by Evion Kim, Jackie Zhang, Jason Messer, Kimberly Mahoney, Matthew Hayes and Romain Rigaux in Generative AI
We are excited to introduce Databricks Assistant Autocomplete now in Public Preview. This feature brings the AI-powered assistant to you in real-time, providing...

Improving Text2SQL Performance with Ease on Databricks

May 13, 2024 by Matthew Hayes, Evion Kim, Linqing Liu, Alnur Ali, Ritendra Datta and Sam Shah in Generative AI
How we reached 79.9% on the Spider dev dataset with Llama3 8B through savvy prompting and fine-tuning on Databricks.

How we improved DatabricksIQ LLM quality for AI-generated table comments

April 29, 2024 by Sudarshan Seshadri, Matthew Hayes, Ritendra Datta and Richard Tomlinson in Engineering Blog
We recently made significant improvements to the underlying algorithms supporting AI-generated comments in Unity Catalog and we’re excited to share our results. Through...

Creating a bespoke LLM for AI-generated documentation

November 21, 2023 by Matthew Hayes, Hongyi Zhang, Tao Feng, Jan van der Vegt, Zaheera Valani and Reynold Xin in Engineering Blog
We recently announced our AI-generated documentation feature , which uses large language models (LLMs) to automatically generate documentation for tables and columns in...

Announcing Public Preview of AI Generated Documentation In Databricks Unity Catalog

October 19, 2023 by Hongyi Zhang, Tao Feng, Sachin Thakur, Kristen Wilder, Matthew Hayes, Jan van der Vegt, Shuai Lu, Tyler Townley, Evion Kim and Yash Oza in Platform Blog
Today, we are excited to announce the public preview of AI generated documentation in Databricks Unity Catalog . This feature leverages generative AI...