We’re Basia, Fokke, and Geno from Liquidmetal AI, and we built something we wish we had a long time ago: SmartBuckets.

We’ve spent a lot of time building RAG and AI systems, and honestly, the infrastructure side has always been a pain. Every project turned into a mess of vector databases, graph databases, and endless custom pipelines before you could even get to the AI part.

SmartBuckets is our take on fixing that.

It works like an object store, but under the hood it handles the messy stuff — vector search, graph relationships, metadata indexing — the kind of infrastructure you'd usually cobble together from multiple tools. You can drop in PDFs, images, audio, or text, and it’s instantly ready for search, retrieval, chat, and whatever your app needs.

Would love to hear your feedback, or tell us where it still sucks.

Check it out now with 10G & 2M Tokens / Month for free : https://bit.ly/LaunchHN