redskyluan

6 ms·

1.
Milvus 3.0: Lake-Native Vector Search, S3-Based Storage, Offline/Batch Workflows(milvus.io)
6 points by redskyluan 2mo ago|1 comments
2.
My Notes After Databricks Data and AI Summit 2026(zilliz.com)
4 points by redskyluan 3mo ago|0 comments
3.
Introduce Loon: lake-native storage engine behind Milvus 3.0 for AI data(zilliz.com)
3 points by redskyluan 3mo ago|0 comments
4.
Between Claude Code and my wife, only one enjoyed my late nights(zilliz.com)
1 points by redskyluan 7mo ago|0 comments
5.
My Wife Wanted Dior. I Spent $600 on Claude Code to Vibe-Code Database Instead(zilliz.com)
3 points by redskyluan 7mo ago|1 comments
6.
by redskyluan 7mo ago
Between Claude Code and my wife, only one enjoyed my late nights — a fun take on vibe-coding obsession and hard engineering lessons.
7.
by redskyluan 7mo ago
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 Milvus users — and we're grateful for them, they mak
8.
by redskyluan 8mo ago
Using Hierarchical Clustering significantly reduces recall; this is a solution we used and abandoned three years ago.
9.
by redskyluan 10mo 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
10.
by redskyluan 11mo ago
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-putting."
11.
by redskyluan 11mo ago
check https://github.com/zilliztech/VectorDBBench
12.
by redskyluan 1y ago
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 always be the lowest-cost option, but it will definitely meet
13.
by redskyluan 1y ago
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 consider S3Vector to be among the best products in the S3 ecos
14.
by redskyluan 1y ago
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.
15.
Code Context – Make Claude Code 10x more powerful(github.com)
1 points by redskyluan 1y ago|1 comments
16.
by redskyluan 1y ago
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 generation. 100% open-source.
17.
VectorDB bench now support S3Vector(github.com)
19 points by redskyluan 1y ago|5 comments
18.
by redskyluan 1y ago
Same as cursor, We update every 5 minutes. You can pick a local storage or using cloud services for sure
19.
by redskyluan 1y ago
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 ahead: as your workload grows, you’ll likely need
20.
by redskyluan 1y ago
Also let us know your ideas! How do we make code search easier
21.
Claude Code/Cursor is using grep? Are we devolving
3 points by redskyluan 1y ago|3 comments
22.
We built a real-world bench for vectorDBs(github.com)
1 points by redskyluan 1y ago|1 comments
23.
by redskyluan 1y ago
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 to benchmark vector databases under real-world conditions. I
24.
Compression Is Intelligence: RaBitQ, SOTA Binary Vector Quantization(milvus.io)
3 points by redskyluan 1y ago|0 comments
25.
Benchmarks lie. Vector databases deserve a real test(milvus.io)
2 points by redskyluan 1y ago|0 comments
26.
Filter++: How to Filter on Vector Index Without Killing Recall(milvus.io)
2 points by redskyluan 1y ago|0 comments
27.
by redskyluan 1y ago
Amazing, seeking for similar service for years
28.
by redskyluan 1y ago
Sharding is such a pain and no company should have to endure that.
29.
by redskyluan 1y ago
What’s the largest deployment you’ve maintained in production? If you’ve had the chance to manage one—especially while handling concurrent insert and search operations—you’ve probably felt the pain firsthand and understand just how critical
30.
by redskyluan 1y ago
sharding is a bad solution for any databases, especially vector database. See https://milvus.io/blog/why-manual-sharding-is-a-bad-idea-for...

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