maxperience
Joined 5 years ago
Karma
28
Submissions
14
Member since
Mar 24
https://bytevagabond.com/
View on Hacker NewsRecent submissions
Comment · 7 months ago
If you want to build a prod ready RAH architecture with decent benchmark scores I can recommend this blog post based on our experiences what techniques actually work: https://bytevagabond.com/post/how-to-build-enterprise-ai-rag...
Comment · 7 months ago
This article is interesting cause of its scale, but does not touch on how to properly use RAG best practices. We wrote up this blog post on how to actually build a smart enterprise AI RAG based on the latest research if it's interesting to anyone: https://bytevagabond.com/post/how-to-build-enterprise-ai-rag...
It's based on different chunking strategies that scale cheaply and advanced retrieval
Comment · 7 months ago
Interesting to see still solutions being developed for RAG. We developed a solution similar to yours: Automatic indexing from GDrive, SharePoint etc. and then advanced hierarchical chunking, context header based markdown conversion etc... All the tricks that were published last year while RAG was still the "new" kid in town. We finally open sourced everything as the competition from the big players (Notion AI, Google etc.) was daunting. If anyone is interested, this blog post about all the techniques we tried and what actually works is still relevant and up2date: https://bytevagabond.com/post/how-to-build-enterprise-ai-rag...
Comment · 1 year ago
After building enterprise RAG from scratch, sharing what I learned the hard way. Some techniques I expected to work didn't, others I dismissed turned out crucial. Covers late chunking, hierarchical search, why reranking disappointed me, and the gap between academic papers and messy production data. Still figuring things out, but these patterns seemed to matter most.
Comment · 2 years ago
Believe it or not, but this is actually a usecase for crypto (evm)
Comment · 2 years ago
Another nice stoic-inspired visualisation of a life clock:
Comment · 3 years ago
Netlify Scheduled Functions for basic TS Code.
It's free.
Comment · 4 years ago
You only need to look for pimples or blemishes on the skin. Thats how you know what the real face is.