topic SQL AI functions in Generative AI

SQL AI functions

Hubert-Dudek — Tue, 05 Mar 2024 14:55:51 GMT

Recently, many AI SQL functions have been added to databricks. They are using the foundation model API and currently Mixtral-8x7B Instruct.

Which one is your favourite one? Do you have ideas for another such function?

Re: SQL AI functions

stephen378 — Wed, 06 Mar 2024 08:23:21 GMT

As far as I know, Databricks has introduced AI functions, which are built-in SQL functions that allow you to access and serve large language models (LLMs) directly from SQL. One of the LLMs that you can use with AI functions is Mixtral-8x7B Instruct, a generative sparse mixture of experts model that can follow instructions, complete requests, and generate creative text formats. Mixtral-8x7B Instruct is a fine-tuned version of the base Mixtral-8x7B model, which outperforms Llama 2 70B on most benchmarks.

Re: SQL AI functions

Hubert-Dudek — Fri, 08 Mar 2024 16:29:18 GMT

Yes, image processing is an excellent idea as it detects what is on the image using SQL syntax. Specially useful in moderation when you need to detect some content.