Emre Ozsahin

Software Engineer

[Emre Ozsahin @EmreCodes1]

Just shipped RagPack v1.0 🚀

RagPack is an open source lightweight RAG infrastructure for developers that want a cost efficient solution.

Designed with Ollama first experience, works with OpenAI as well.
https://t.co/w2Gcelzj6s
#buildinpublic #opensource #rag #ai #ollama

[Emre Ozsahin @EmreCodes1]

@ammar_nassri Ammar let's connect! Happy to build together as a fellow ATLien

[Emre Ozsahin @EmreCodes1]

@aslambeg84 Happy to connect Aslam

[Emre Ozsahin @EmreCodes1]

@joseph_mugen builders 💪💪

[Emre Ozsahin @EmreCodes1]

@Liam_McDaniel3 Hey Liam, happy to connect!

[Emre Ozsahin @EmreCodes1]

@the_real_ori @kinmorychin In memory embeddings is a different decision here, you would need to re-embed all the chunks after each build or restarts. How many documents do you typically have and how big are they?

[Emre Ozsahin @EmreCodes1]

@SidDegen @shedntcare_ Hmm no docker part is interesting definitely. Surely it would cause issues when you try to deploy to different environments no? I wonder how are they solving that problem.

You can always self-host lightweight RAG infras btw.

[Emre Ozsahin @EmreCodes1]

@16vchq https://t.co/kNEzQZ1UrR

[Emre Ozsahin @EmreCodes1]

@maxzrco congrats that's huge!

[Emre Ozsahin @EmreCodes1]

@vikrambuilds both :)

[Emre Ozsahin @EmreCodes1]

@rihntv It's tough for sure. The expectations have risen as much as the tools have progressed. But you can still use them effectively to make a difference.

[Emre Ozsahin @EmreCodes1]

@jfkcyrus Hi Jirka, happy to connect!

[Emre Ozsahin @EmreCodes1]

@Surendar__05 Yes because it's still a good differentiator.

[Emre Ozsahin @EmreCodes1]

Heads up if you're on Vercel's free tier. Recently got an email about reaching my free usage quota, one route was burning ~3 min of Active CPU per billing window.

Fix: server-side caching with Next.js's unstable_cache. More below..
https://t.co/5QZldxH7uX

[Emre Ozsahin @EmreCodes1]

@gregisenberg Great time to be a developer!

[Emre Ozsahin @EmreCodes1]

@forgebitz Easy work didn't disappear. The bar for what counts as easy just moved up. The "hard" problems of today will be tomorrow's easy work too.

[Emre Ozsahin @EmreCodes1]

@ThePeterMick Extremely hard

[Emre Ozsahin @EmreCodes1]

@anupamrjp Reviewing the occasional garbage it spits out :)

[Emre Ozsahin @EmreCodes1]

@MnFounder That's huge congrats!

[Emre Ozsahin @EmreCodes1]

@PashaBorsai Let me know if you figure it out 🤣

[Emre Ozsahin @EmreCodes1]

@Monika2r Depends on what you are trying to build 😎