# Investigating an Ansible-docs-focused custom LLM demo

**URL:** <https://forum.ansible.com/t/investigating-an-ansible-docs-focused-custom-llm-demo/3181>\
**Category:** Project Discussions\
**Tags:** ai, community, documentation\
**Created:** [January 5, 2024, 8:27pm UTC](https://forum.ansible.com/t/investigating-an-ansible-docs-focused-custom-llm-demo/3181 "2024-01-05T20:27:34Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![samccann](https://sea1.discourse-cdn.com/ansible/user_avatar/forum.ansible.com/samccann/32/18_2.png) [@samccann](https://forum.ansible.com/u/samccann)\
**Post date:** [January 5, 2024, 8:27pm UTC](https://forum.ansible.com/t/investigating-an-ansible-docs-focused-custom-llm-demo/3181/1 "2024-01-05T20:27:34Z")

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The team at [Kapa AI](https://www.kapa.ai/) has spawn up a custom LLM that ingested the doc content at [Ansible Documentation — Ansible Community Documentation](http://docs.ansible.com/ansible/latest/) and [open Github issues for core](http://github.com/ansible/ansible/issues) in order to help with onboarding of new devs and reducing support.  
While the scope is limited for now (core only for Github), take a stab a it and let us know if you find it or something like it worth investigating further.

Link: [Ansible Docs\<!-- --\> AI | kapa.ai](https://demo.kapa.ai/widget/ansible)

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**Author:** ![gwmngilfen](https://sea1.discourse-cdn.com/ansible/user_avatar/forum.ansible.com/gwmngilfen/32/6_2.png) [@gwmngilfen](https://forum.ansible.com/u/gwmngilfen)\
**Post date:** [January 8, 2024, 9:57am UTC](https://forum.ansible.com/t/investigating-an-ansible-docs-focused-custom-llm-demo/3181/2 "2024-01-08T09:57:01Z")

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Interesting! Is this a partnership or just something Kapa set up and we came across it?

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**Author:** ![samccann](https://sea1.discourse-cdn.com/ansible/user_avatar/forum.ansible.com/samccann/32/18_2.png) [@samccann](https://forum.ansible.com/u/samccann)\
**Post date:** [January 8, 2024, 5:44pm UTC](https://forum.ansible.com/t/investigating-an-ansible-docs-focused-custom-llm-demo/3181/3 "2024-01-08T17:44:04Z")

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They emailed me directly with their demo so I figured pass it on here for folks to evaluate and we can always send them back any useful feedback.  
(edited to add it’s not a partnership. Kapa did this on their own).