llmware
Wails
| llmware | Wails | |
|---|---|---|
| 9 | 64 | |
| 3,173 | 22,317 | |
| 6.7% | 2.8% | |
| 9.8 | 9.4 | |
| 7 days ago | 5 days ago | |
| Python | Go | |
| Apache License 2.0 | MIT License |
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.
llmware
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More Agents Is All You Need: LLMs performance scales with the number of agents
I couldn't agree more. You should check out LLMWare's SLIM agents (https://github.com/llmware-ai/llmware/tree/main/examples/SLI...). It's focusing on pretty much exactly this and chaining multiple local LLMs together.
A really good topic that ties in with this is the need for deterministic sampling (I may have the terminology a bit incorrect) depending on what the model is indended for. The LLMWare team did a good 2 part video on this here as well (https://www.youtube.com/watch?v=7oMTGhSKuNY)
I think dedicated miniture LLMs are the way forward.
Disclaimer - Not affiliated with them in any way, just think it's a really cool project.
- FLaNK Stack Weekly 19 Feb 2024
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Show HN: LLMWare – Small Specialized Function Calling 1B LLMs for Multi-Step RAG
I've been building upon the LLMWare project - https://github.com/llmware-ai/llmware - for the past 3 months. The ability to run these models locally on standard consumer CPUs, along with the abstraction provided to chop and change between models and different processes is really cool.
I think these SLIM models are the start of something powerful for automating internal business processes and enhancing the use case of LLMs. Still kinda blows my mind that this is all running on my 3900X and also runs on a bog standard Hetzner server with no GPU.
- Show HN: LLMWare – Integrated Solution for RAG in Finance and Legal
- Llmware.ai – AI Tools for Financial, Legal and Compliance
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Open Source Advent Fun Wraps Up!
16. LLMWare by Ai Bloks | Github | tutorial
- FLaNK Stack Weekly 16 October 2023
- Strategy for PDF data extraction and Display
Wails
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SGSG (Svelte + Go + SQLite + gRPC) - open source application
This is basically the same tech stack of an app I’ve been planning to build, but deployed as a desktop application using Wails: https://github.com/wailsapp/wails
- FLaNK Stack Weekly 16 October 2023
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[Golang] Recommandation de bibliothèque d'interface utilisateur légère
Wails 2.6k
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Generate types for TS
The wails project does this when. You can check it out here https://github.com/wailsapp/wails/blob/master/v2/internal/typescriptify/typescriptify.go for inspection.
- Building Desktop Applications with Tauri, Nextjs, Firebase
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Ask HN: What is the most pleasant, uncomplicated full stack to start with?
I have built Web front-ends (React or Svelte) with Go-backend. Embed in a web-view to make it a native desktop app, or get funky and give it native chrome/menus etc. [Wails](https://github.com/wailsapp/wails) is a good candidate to start if you want to cut on boiler plate.
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Task runner like go-task/task, but in pure Go, no external DSLs
Is that what wails is doing here? (On mobile)
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Game Server Development: How do you structure game state for easy, efficient, and configurable access?
In a "local" environment, where an executable can be provided to someone with the entire game contents. In this case, the game won't use WebSockets, and will instead use a Go/JS bridge (something like Wails) to connect.
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What necessary packages or functions that Go doesn't have?
Have you seen wails? https://github.com/wailsapp/wails
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Systray is not showing icon.
You should check out https://github.com/wailsapp/wails/pull/1959
What are some alternatives?
llm-client-sdk - SDK for using LLM
tauri - Build smaller, faster, and more secure desktop applications with a web frontend.
pinferencia - Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
fyne - Cross platform GUI toolkit in Go inspired by Material Design
inference - A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
Lorca - Build cross-platform modern desktop apps in Go + HTML5
openstatus - 🏓 The open-source synthetic & real user monitoring platform 🏓
webview - Tiny cross-platform webview library for C/C++. Uses WebKit (GTK/Cocoa) and Edge WebView2 (Windows).
megabots - 🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵
example-go-tray-gui - An example desktop system tray application that can launch HTML5 windows. Go source with a build process for Windows, Mac and Linux.
SimplyRetrieve - Lightweight chat AI platform featuring custom knowledge, open-source LLMs, prompt-engineering, retrieval analysis. Highly customizable. For Retrieval-Centric & Retrieval-Augmented Generation.
go-astilectron - Build cross platform GUI apps with GO and HTML/JS/CSS (powered by Electron)