March 21, 2024 Meetup
St. Louis Linux Users Group
Using Local LLMs and RAG For Content Promotion
Presented By: Sean Twiehaus
SLUUG produces a lot of content, but we are horrible at promoting it. In this presentation I will show how we could use Open Src Sftwr and AI's Open Src Large Language Models (LLM) running on our privately owned hardware to promote the content we create with minimal effort.
If you ask a Large Language Model what the St. Louis Unix Users Group is, it has a good answer pulled directly from our website. If you ask specific questions about a presentation that has been given, you quickly realize the limitations. Using Retrieval Augmented Generation (RAG), we can 'teach' the Large Language Model about our presentations. Once taught, we can utilize these Large Language Models to generate summaries, lists of key topics, tweets, YouTube titles, thumbnails, etc.
Recently, Stan R. has begun uploading our presentation archives to our Youtube Channel. I will demonstrate how we can 'teach' an Open Source LLM about a specific presentation then get it to generate several titles suitable for the YouTube Video. Then, we will have it generate the video description. Then we will have it generate a list of tags and key phrases.
Then, we will imagine a program where we submit a talk Title and Abstract into a program, then all these things are generated automatically, all using Open Source Software and Open Source Large Language Models running on our private hardware.
If anyone is willing to volunteer to make such a program, please reach out! Volunteers Needed!
Spread the word
@LinuxLad • 5h ago
🚀 Join us on 2024-03-21 as Sean Twiehaus demonstrates using Open Source LLMs and RAG for content promotion! Learn how to generate summaries, tweets, YouTube titles, and more automatically. Be there! #SLUUG #OpenSource #AI https://www.meetup.com/saint-louis-unix-users-group/events/298136389/
Meeting Artifacts and Media
Meeting Agenda
At 6:00p.m. Central Time the meeting opens. Participants are encouraged to join at this time to if they need to test their microphone, screen sharing, and video camera.
At 6:30p.m. Central Time we attempt a quick welcome, introductions, announcements, current events of interest, and a general CALL FOR HELP (Questions and Answers) segment.
At 6:45p.m. Central Time the presentation begins.