Good afternoon, my company is launching today!
Axilla is an open source, end-to-end framework for the AI engineer of the future: the product oriented TypeScript engineer.
https://github.com/axilla-io/ax
My cofounder and I built ML platforms for self-driving cars at Cruise for 4 years, and now we're bringing best-in-class tooling to the AI engineer of the future, which increasingly is looking like a TypeScript product engineer.
One insight from our days at Cruise is that the hard part about production AI is building
a continuous end-to-end system, with a closed feedback loop from production.
Ax is built with this philosophy in mind, and can be adopted incrementally, but covers the whole cycle of AI apps: continuous eval, RAG, serving, monitoring, and more
We've already shipped two modules:
* axgen let's you do ingestion & retrieval, which gives LLMs memory, and makes building apps like "chat with your pdf" trivial (
npm install axgen
)
* axeval is a continuous evaluation framework that feels familiar, mimicking testing framework APIs.
npm install axeval
Here's a super quick "talk to your documents" demo (that we open sourced) that we built with axgen:
https://www.loom.com/share/458f9b6679b740f0a5c78a33fffee3dc
If you like it, please give us a star ⭐ and we love feedback (harsher is better!)