Building a RAG Pipeline with WhisperX and vLLM | Playwright Tests To Markdown

This month Tom Hopkins will show how he built a personal RAG search app and William Johnson will showcase the open source Playwright to Markdown "Test2Doc" testing library he's been working on.

We are always looking for speakers. Submit your talk here: https://forms.gle/5A26sY5475X8J14S8

Food and drinks will be provided.

This meetup will be recorded and uploaded (not live-streamed) to our YouTube channel - https://www.youtube.com/@DenverScriptMeetup

Agenda
6:00 PM - Networking
6:15 PM - JS News
6:30 PM - Test2Doc by William Johnson
7:00 PM - How I Built a Home Video RAG search app by Tom Hopkins

Talk Descriptions

How I Built a Home Video RAG search app - Many folks spent time over the past holiday season tinkering with the latest models and tools to build side projects. I used this time to build an app that would allow me to search through home videos from my family. The talk will showcase 4 components I used to accomplish this:
1. A whisperX project to transcribe 150 GB of home videos
2. An ingestion pipeline and RAG app that uses the transcriptions as source data
3. A TUI app I built to learn OpenTUI which I use to manage vLLM inference server containers that powered the RAG app.
4. My AI home lab developer setup which the app runs on.
I will overview the stack and tools I used to build the above, what I learned along the way.

Test2Doc - William has been working on a reporter for Playwright that turns tests in to Docusaurus markdown. It's open source, and he's looking to get more users and feedback on it.

Speaker Bios

Tom Hopkins is lives and works in Boulder, and is a life long learner and tinkerer.

William Johnson has done software development for 13 years. A few of his last employers consisted of Google, OpenTable, REMAX, and Dish Network.