gollum
ts-patch
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.
gollum
-
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
-
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.
-
Introducing TypeChat from Microsoft
I've written a version of this in Golang: https://github.com/stillmatic/gollum/blob/main/dispatch.go
```go
-
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...
ts-patch
-
Introducing TypeChat from Microsoft
yup, just found that, super neat, I am 100% interested in using this for other runtime validation...
It's interesting because I've always been under the impression the TS team was against the use of types at runtime (that's why projects like https://github.com/nonara/ts-patch) exist, but now they're doing it themselves with this project...
- Typescript compiler 'plugin' to add JS code generation
-
Functions and algorithms implemented purely with TypeScript's type system
I recently learned about Typescript transformers[0] and wish they were better supported in a first-class manner. Working with ttypescript or ts-patch[1] is easy enough, but it still feels like you're doing something you shouldn't be doing.
My goal was to pass the Typescript types to the JS runtime, maybe there's a better way and GPT-4 just led me astray...
[0] https://github.com/itsdouges/typescript-transformer-handbook
[1] https://github.com/nonara/ts-patch
-
Runtime Data Validation from TypeScript Interfaces
To accomplish this, I wrote a couple of transformer plugins for TypeScript. Now, tsc doesn't support plugins by default. (You may have seen plugins in the tsconfig.json for a project, but they are plugins for the editor's language server, not the compiler.) Luckily for us, again, there exists a fantastic open-source package to solve this problem. Ron S. maintains a package called ts-patch which, aptly, patches the tsc installation for a project to allow the project to specify compiler-plugins.
- Typescript AST manipulation in Deno?
What are some alternatives?
CopilotKit - Build in-app AI chatbots 🤖, and AI-powered Textareas ✨, into react web apps. [Moved to: https://github.com/CopilotKit/CopilotKit]
ts-morph - TypeScript Compiler API wrapper for static analysis and programmatic code changes.
ai-agents-laravel - Build AI Agents for popular LLMs quick and easy in Laravel
ultra - Zero-Legacy Deno/React Suspense SSR Framework
voy - 🕸️🦀 A WASM vector similarity search written in Rust
ts-to-zod - Generate zod schemas from typescript types/interfaces
TypeChat - TypeChat is a library that makes it easy to build natural language interfaces using types.
LLM-OpenAPI-minifier - Making openapi spec swagger documents friendly for GPT and other LLMs.
Weaviate - Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
typescript-transformer-handbook - 📘 A comprehensive handbook on how to create transformers for TypeScript with code examples
shelby_as_a_service - Production-ready LLM Agents. Just add API keys
ts-ast-viewer - TypeScript AST viewer.