I made a thing: upload an image, get back a vector embedding. That’s it.

Built with Python, FastAPI, and OpenAI’s CLIP model (ViT-B/32). Deployed on Fly.io.

quickvectors.com

Want to try it out? DM me for an API key.

Just finished a small project on deploying BentoML on ECS using Terraform. Perfect for creating vectors from images with a CLIP model I’ve been learning. If you’re getting in to machine learning I'd recommend BentoML, hopefully this is a useful starting point!
github.com/gordonmurray...

Its surprising how many requests and countries try an API endpoint that has only just come online in the last few minutes, using a brand new domain name just registered too.

The system works!

github.com/gordonmurray...

Got an OpenSearch Pipeline up and running, CDCing from DynamoDB to OpenSearch. It keeps an index perfectly in sync. Used Terraform and manual fiddling to get it going 100%. Couldn't create or import an existing pipeline with Terraform unfortunately. Code on Github github.com/gordonmurray...

Nice, I think the co2 levels in my office are ok 👌

Bought a new kindle recently and Amazon thought I’d like some book accessories 😅

Turns out that cucumber and pineapple, with a bit of coconut oil and lime tastes pretty nice! Refreshing

I wrote a post on deploying Apache Flink using Docker compose. It shows how to run Apache Flink and give it some work to CDC from a database and sink results in to Redis. I hope it's helps others get started using Flink
gordonmurray.com/data/2023/11...