Viewing profile — redskyluan

Between Claude Code and my wife, only one enjoyed my late nights — a fun take on vibe-coding obsession and hard engineering lessons.

Maintainer of Milvus here. A few thoughts from someone who lives this every day: 1. The free user problem is real, and AI makes it worse. We serve a massive community of free Milvu…

Using Hierarchical Clustering significantly reduces recall; this is a solution we used and abandoned three years ago.

dude you already missed the window. nothing is better than sqlite as a library and don't use high perforamnce as your value for a python product

I really enjoyed this article. I have a lot of appreciation for PG, but some articles tend to exaggerate its capabilities, especially when it comes to PG vectors, which can be off-…

check https://github.com/zilliztech/VectorDBBench

By the way, if you’re not fully satisfied with S3Vector’s write, query, or recall performance, I’d encourage you to take a look at what we’ve built with Zilliz Cloud. It may not al…

Author of this article. Yes, I’m the founder and maintainer of the Milvus project, and also a big fan of many AWS projects, including S3, Lambda, and Aurora. Personally, I don’t co…

Curious—why the shift from a Milvus-compatible API to a Chroma-compatible one? And of course, something in Python… because that’s obviously the fastest way to conquer the world.

Code Context is an MCP plugin that brings semantic code search to Claude Code, Gemini CLI, or any AI coding agent. Full codebase indexing means richer context and better code gener…

Same as cursor, We update every 5 minutes. You can pick a local storage or using cloud services for sure

Postgres users often hit scaling issues — whether it's with LISTEN/NOTIFY, PGVector, or even basic relational queries. For startups, Postgres is a fantastic first choice. But plan …

Also let us know your ideas! How do we make code search easier

Every AI coding tool has a search problem. Claude uses grep. Cursor does basic vector search. Context retrieval? Honestly, pretty mediocre. As a co-founder of a vector database com…

Most vector database benchmarks today focus on toy use cases: static data, pure ANN search, no filters, no writes. That’s not how things work in production. We built VectorDBBench …