voy
πΈοΈπ¦ A WASM vector similarity search written in Rust (by tantaraio)
gollum
Production grade LLM-ops in Golang (by stillmatic)
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
voy
Posts with mentions or reviews of voy.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-15.
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Ask HN: Semantic Vector Searching in WASM?
Would this[1] library help you? It's a Rust vector similarity search engine, written to be compiled to Wasm. I discovered it through articles like these[2].
[1] https://github.com/tantaraio/voy
- Voy β A WASM vector similarity search written in Rust
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FANN: Vector Search in 200 Lines of Rust
This is great! See also Voy, A WASM vector similarity search written in Rust:
https://github.com/tantaraio/voy
- Show HN: Client-Side WASM Vector Search
gollum
Posts with mentions or reviews of gollum.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-01-23.
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From slow to SIMD: A Go optimization story
I did a similar optimization via https://github.com/viterin/vek as the SIMD version. Some somewhat unscientific calculations showed a 10x improvement staying in float32: https://github.com/stillmatic/gollum/blob/07a9aa35d2517af8cf...
TBH my takeaway was that it was more useful to use smaller vectors as a representation
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Agency: Pure Go LangChain Alternative
I like Go a lot for working with OpenAI etc, it's 'just' API calls and Go is great at that. I've opensourced some bits here: https://github.com/stillmatic/gollum -- in particular, function dispatch (given a prompt, return an arbitrary Go struct) is really nice, as is a very fast in-memory KNN index.
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Introducing TypeChat from Microsoft
I've written a version of this in Golang: https://github.com/stillmatic/gollum/blob/main/dispatch.go
```go
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FANN: Vector Search in 200 Lines of Rust
I have gotten 10x speedups with SIMD on modern hardware. Goroutines make this actually fairly tricky, as you essentially have to process all the events and then sort the entire array, which is usually the bottleneck. The heap adds a small amount of complexity but is significantly more efficient, feels like good ROI.
https://github.com/stillmatic/gollum/blob/main/vectorstore.g...
What are some alternatives?
When comparing voy and gollum you can also consider the following projects:
usearch - Fast Open-Source Search & Clustering engine Γ for Vectors & π Strings Γ in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram π
CopilotKit - Build in-app AI chatbots π€, and AI-powered Textareas β¨, into react web apps. [Moved to: https://github.com/CopilotKit/CopilotKit]