Fair point, then you could claim it's similar to this DB with its reliance on Faiss. Despite that, Chroma at this point is more feature rich.
I was mostly referring to this https://thedataquarry.com/posts/vector-db-1/
You are not wrong about the performance from Rust, but LanceDB is inherently written with performance in mind. SIMD support for both x86 and ARM, and an underlying vector storage approach that's built for speed (Lance)
I fail to understand why I should use it over a different embedded vector DB like LanceDB or Chroma. Both are written in more performant languages, have a simple API with a lot of integrations and power if one needs it
SwiftData integration (and notably the Observable macro) seems like a huge step in the right direction for it. The problem we’ve found is that integrating SwiftUI in existing UIKit apps that also rely on stuff like RxSwift isn’t easy. So far it’s only good at brand new presentations for us.
Another thing is that a lot of the great new features are locked behind iOS targets that are plainly too new to be realistic for products
It is solvable by making the hard decision to move to Python 4 with no backward compatibility. The two core issues imo in Python are the GIL and the environment hell and both simply can’t be solved while still keeping the 3 moniker. We’re in a field of constant workarounds and duct tape because we try pleasing too much
Admittedly I don’t have experience contributing to FOSS projects (yet), but like many companies we use the feature branch workflow, and have minimal conflicts; both on tasks and in the code itself.
The reason is (and I’m stating the somewhat obvious) that we have engineering managers whose primary job is coordinating the tasks between teams and within each team. This is done externally via Jira, and to me it reflects on a weak spot of GitHub if it wants to be “the place to manage a project” - it’s good for managing a code base but lacks the tools to manage it as a project/product.
I don't live in the US. We have groups for uni, the tech sector (in general, kind of like /r/programming in a way), ML&DL, dating, sales (alongside Facebook Marketplace). We also have groups for towns and neighborhoods as the prime way for the locals to communicate. It is de-facto reddit here
You can essentially already do that. I live in a place basking with sun most of the year, and have 22k of panels with a 15kw inverter (max allowed before being considered commercial). My production is a wide hill with a considerable plateau, thanks to the amount of panels (as an example, produced 140kwh yesterday). It is clearly not economically viable for most regions, but for us it luckily is
You are not wrong about the performance from Rust, but LanceDB is inherently written with performance in mind. SIMD support for both x86 and ARM, and an underlying vector storage approach that's built for speed (Lance)