Top 3 Rust ggml Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Project mention: Open-sourcing a simple automation/agent workflow builder | /r/ChatGPTPro | 2023-10-07We're open-sourcing a project that lets you build simple automations/agent workflows that use LLMs for different tasks. Kinda like Zapier or IFTTT but focused on using natural language to accomplish your tasks.It's super early but we'd love to start getting feedback to steer it in the right direction. It currently supports OpenAI and local models through llm.
Project mention: Go, Python, Rust, and production AI applications | news.ycombinator.com | 2024-03-12I switched from python to rust for my AI stuff. Honestly, I don't care about the things people say rust is used for. I like it because the package manager, testing, and typings being built into the ecosystem by default makes it so easy to build. VS Python where it all can be done, but you need to then maintain all of those separate tools. The overhead of writing Rust is less than the overhead of dealing with the Python ecosystem. And then you have all the benefits of Rust everyone mentions more often... one other thing no one mentions is the feedback loop between a strongly typed language and copilots ability to more accurately generate code.
That being said, there is a real shortage of Rust software for Rust only projects. I ended up writing a wrapper for Llama.cpp and open ai API [0] because I needed it and couldn't find anything out there. Eventually, I do intend to implement Hugging Face's Candle library [1] (A rust version of Torch). There is something appealing about doing everything in a single lang especially as the monopoly of CUDA inevitably gets chipped away.
[0] https://github.com/ShelbyJenkins/llm_client
Or you could try using a tool like this https://github.com/Jimexist/gguf
Index
What are some of the best open-source ggml projects in Rust? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | llm | 5,954 |
| 2 | llm_client | 20 |
| 3 | gguf | 13 |
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