# AI & Data Science **URL:** https://community.exasol.com/c/ai-dc/11.md [Latest](https://community.exasol.com/latest.md) · [Categories](https://community.exasol.com/categories.md) · [Tags](https://community.exasol.com/tags.md) --- ## [About the AI & Data Science category](https://community.exasol.com/t/about-the-ai-data-science-category/43)
**Author:** [@florian\_wenzel](https://community.exasol.com/u/florian_wenzel)\ **Replies:** 1\ **Last updated:** [November 20, 2025, 10:59am UTC](https://community.exasol.com/t/about-the-ai-data-science-category/43 "2025-11-20T10:59:02Z")
Discuss all things AI Lab, UDFs, and how you can leverage Exasol for in-database machine learning. --- ## [Exasol MCP Server security uplift - now supports OAuth2 and OIDC](https://community.exasol.com/t/exasol-mcp-server-security-uplift-now-supports-oauth2-and-oidc/244)
**Author:** [@madeleine\_corneli](https://community.exasol.com/u/madeleine_corneli)\ **Replies:** 1\ **Last updated:** [October 30, 2025, 5:14pm UTC](https://community.exasol.com/t/exasol-mcp-server-security-uplift-now-supports-oauth2-and-oidc/244 "2025-10-30T17:14:25Z")
Calling all AI enthusiasts! If you’ve been following our MCP development, this one is for you.. We’re excited to announce that the Exasol Model Context Protocol (MCP) Server now supports OAuth2 and OpenID Connect (OIDC) … --- ## [AI Lab 3.4 launch: GPUs for UDFs are here!](https://community.exasol.com/t/ai-lab-3-4-launch-gpus-for-udfs-are-here/238)
**Author:** [@madeleine\_corneli](https://community.exasol.com/u/madeleine_corneli)\ **Replies:** 0\ **Last updated:** [October 27, 2025, 2:53pm UTC](https://community.exasol.com/t/ai-lab-3-4-launch-gpus-for-udfs-are-here/238 "2025-10-27T14:53:25Z")
We’re so excited for the newest launch of AI Lab - this version includes includes GPU support for UDFs! You can now run user defined functions on GPU hardware. You can now write UDFs that are designed to be executed on … --- ## [Using Exasol MCP with Open Web UI & Ollama for local execution](https://community.exasol.com/t/using-exasol-mcp-with-open-web-ui-ollama-for-local-execution/218)
**Author:** [@madeleine\_corneli](https://community.exasol.com/u/madeleine_corneli)\ **Replies:** 1\ **Last updated:** [September 4, 2025, 7:00pm UTC](https://community.exasol.com/t/using-exasol-mcp-with-open-web-ui-ollama-for-local-execution/218 "2025-09-04T19:00:09Z")
Hello all! If you read about our recent MCP Server launch for Exasol (Exasol MCP Server: Contextual AI for Databases) then you might be wondering - how do I run this in a local environment instead of relying on public L… --- ## [Ibis Connector - for data scientists who want to move fast!](https://community.exasol.com/t/ibis-connector-for-data-scientists-who-want-to-move-fast/173)
**Author:** [@madeleine\_corneli](https://community.exasol.com/u/madeleine_corneli)\ **Replies:** 0\ **Last updated:** [June 11, 2025, 2:29pm UTC](https://community.exasol.com/t/ibis-connector-for-data-scientists-who-want-to-move-fast/173 "2025-06-11T14:29:06Z")
Calling all data scientists! For those of you working with large amounts of data for training - I recommend testing out Exasol’s Ibis connector: Exasol Ibis Connector: Faster AI Development at Scale Ibis is an open-sour… --- ## [AI Functions in Exasol SQL](https://community.exasol.com/t/ai-functions-in-exasol-sql/172)
**Author:** [@madeleine\_corneli](https://community.exasol.com/u/madeleine_corneli)\ **Replies:** 0\ **Last updated:** [June 11, 2025, 1:20pm UTC](https://community.exasol.com/t/ai-functions-in-exasol-sql/172 "2025-06-11T13:20:58Z")
Looking for a way to run advanced AI operations and workflows directly via SQL? You’re in luck! Exasol’s user defined functions support custom functionality and can be used to apply language models in specific scenarios.… --- ## [Text to SQL: Local, Secure, and Smarter](https://community.exasol.com/t/text-to-sql-local-secure-and-smarter/166)
**Author:** [@dirk.beerbohm](https://community.exasol.com/u/dirk.beerbohm)\ **Replies:** 0\ **Last updated:** [June 6, 2025, 1:30pm UTC](https://community.exasol.com/t/text-to-sql-local-secure-and-smarter/166 "2025-06-06T13:30:43Z")
The translation of natural (human) language into SQL statements is nothing particular new. It exists now for quite a while and with the appearance of Large Language Models this functionality is becoming more and more vis… --- ## [Utilizing Large Language Models (LLMs) outside of the database](https://community.exasol.com/t/utilizing-large-language-models-llms-outside-of-the-database/153)
**Author:** [@dirk.beerbohm](https://community.exasol.com/u/dirk.beerbohm)\ **Replies:** 0\ **Last updated:** [June 5, 2025, 12:03pm UTC](https://community.exasol.com/t/utilizing-large-language-models-llms-outside-of-the-database/153 "2025-06-05T12:03:01Z")
With Exasol you have two options to utilize LLM on your data, inside the database or infering an external LLM. Both approaches are based on Exasol’s User-Defined-Function (UDF) framework. See the following article about …