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Top 14 Rust Gpt 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.
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rust-bert
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
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pgvecto.rs
Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.
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llama-node
Believe in AI democratization. llama for nodejs backed by llama-rs, llama.cpp and rwkv.cpp, work locally on your laptop CPU. support llama/alpaca/gpt4all/vicuna/rwkv model.
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gpt-cli
Run linux commands with natural language. Eg.: "show my graphic card" instead "lspci | grep VGA" (by gustawdaniel)
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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gpt-feeder
🦀 A command-line application that scans the entire codebase, and produces one string consisting of all filenames and file contents that you want included.
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gt
Using the OpenAI GPT model, one can conveniently access language translation from the command line. (by fukumone)
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Project mention: What AI assistants are already bundled for Linux? | news.ycombinator.com | 2024-03-01> I wouldn't hold my breath waiting for a native Linux AI-assisted assistant.
On Mac when I press Command + Space, it brings up Spotlight search
That can't easily be added to be the equivalent of some kind of LLM prompt on GNOME/KDE/XFCE?
I don't quite know what you'd ask it/do with it that would be of much value? Seems like a quicker way/a wrapper around either asking an LLM questions via CLI or basically Electron wrapping HTML (like this https://github.com/lencx/ChatGPT)?
Hugging Face seems to like Rust. They also wrote Tokenizers in Rust.
Project mention: How to leverage the state-of-the-art NLP models in Rust | /r/infinilabs | 2023-06-07brew install libtorch brew link libtorch brew ls --verbose libtorch | grep dylib export LIBTORCH=$(brew --cellar pytorch)/$(brew info --json pytorch | jq -r '.[0].installed[0].version') export LD_LIBRARY_PATH=${LIBTORCH}/lib:$LD_LIBRARY_PATH git clone https://github.com/guillaume-be/rust-bert.git cd rust-bert ORT_STRATEGY=system cargo run --example sentence_embeddings
To evaluate the performance metrics in comparison to the original vector approach, we conducted benchmarking using the dbpedia-entities-openai3-text-embedding-3-large-3072-1M dataset. The benchmark was performed on a Google Cloud virtual machine (VM) with specifications of n2-standard-8, which includes 8 virtual CPUs and 32GB of memory. We used pgvecto.rs v0.2.1 as the vector database.
You can practice your Rust skills by writing performant and/or gluey extensions for higher-level language such as NodeJS (checkout napi-rs) and Python or complementing JS in the browser if you target Webassembly.
For instance, checkout Llama-node https://github.com/Atome-FE/llama-node for an involved Rust-based NodeJS extension. Python has PyO3, a Rust-Python extension toolset: https://github.com/PyO3/pyo3.
They can help you leverage your Rust for writing cool new stuff.
Project mention: [Project] shortgpt - command-line app for GPT3/GPT4 | /r/MachineLearning | 2023-05-07shortgpt is an AI assistant console app for Windows/Linux/MacOS we can run it as command. It answers questions with less than 50 words,use GPT 3/4 from the terminal. Written in Rust. https://github.com/rupeshs/shortgpt
Project mention: A somewhat novice programmer, how would I use GPT for my own programs? | /r/GPT | 2023-07-01
Rust Gpt related posts
- [Project] shortgpt - command-line app for GPT3/GPT4
- SQLiteGPT - Directly query ChatGPT with SQL functions
- aicmd - A CLI copilot that helps you write shell commands using natural language
- [Project] libopenai - Rust client to interact with OpenAI's API
- libopenai - Rust client to interact with OpenAI's API
- yay -S gpt-cli && GPT3_API_KEY=sk-xxx p name of linux distro Judd Vinet
- Show HN: GPT-CLI – A Command-line Interface for ChatGPT
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A note from our sponsor - SaaSHub
www.saashub.com | 23 Apr 2024
Index
What are some of the best open-source Gpt projects in Rust? This list will help you:
Project | Stars | |
---|---|---|
1 | ChatGPT | 46,827 |
2 | tokenizers | 8,395 |
3 | rust-bert | 2,415 |
4 | pgvecto.rs | 1,364 |
5 | llama-node | 847 |
6 | hoard | 464 |
7 | gpt-cli | 69 |
8 | Orphic | 52 |
9 | gpt-feeder | 22 |
10 | gptrust | 13 |
11 | libopenai | 13 |
12 | shortgpt | 11 |
13 | chatgpt-functions | 6 |
14 | gt | 0 |
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