parsel
yolo-ai-cmdbot
parsel | yolo-ai-cmdbot | |
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7 | 5 | |
377 | 169 | |
- | - | |
0.0 | 6.2 | |
8 months ago | about 2 months ago | |
Python | Python | |
- | GNU General Public License v3.0 or later |
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parsel
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ChatGPT-Linux-Assistant
Parsel : A (De-)compositional Framework for Algorithmic Reasoning with Language Models
https://arxiv.org/abs/2212.10561
Here's a notebook with an introduction:
https://github.com/ezelikman/parsel/blob/main/parsel.ipynb
And here's a GUI interface the author has been developing:
http://zelikman.me/parsel/interface.html
I've been working on an augmented large language model that given these few-shot exemplars can build the below fully-functional ToDo App: ==
https://github.com/williamcotton/transynthetical-engine/tree...
https://www.williamcotton.com/articles/junie-browser-builder...
All of this is still very rough around the edges, prone to errors of various kinds, and generally not ready for prime time, but anyone is welcome to play around with what is there!
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We're never getting rid of ChatGPT
I agree. My goal, which seems very achievable from my current research, is to write formal specifications in English and generate functioning code.
One of my favorite recent projects is called Parsel:
Parsel : A (De-)compositional Framework for Algorithmic Reasoning with Language Models
https://arxiv.org/abs/2212.10561
Here's a notebook with an introduction:
https://github.com/ezelikman/parsel/blob/main/parsel.ipynb
And here's a GUI interface the author has been developing:
http://zelikman.me/parsel/interface.html
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[R] Parsel: A (De-)compositional Framework for Algorithmic Reasoning with Language Models - Stanford University Eric Zelikman et al - Beats prior code generation sota by over 75%!
Another is, "why design a new language instead of writing this as, e.g., a Python library?" My response is we did. Internally, Parsel is in Python, and a "Function" class already exists - you can find it on GitHub. Still, you need a process to generate implementations and select one satisfying the constraints, which we call the compiler.
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Parsel: A (De-)compositional Framework for Algorithmic Reasoning with Language Models - Stanford University Eric Zelikman et al - Beats prior code generation sota by over 75%!
We made this available here!: https://github.com/ezelikman/parsel
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Researchers at Stanford Introduce Parsel: An Artificial Intelligence AI Framework That Enables Automatic Implementation And Validation of Complex Algorithms With Code Large Language Models LLMs
👉 For code language models, every token is a new chance to break a program. What if LLMs wrote code like people, decomposing programs into solvable parts? They can solve competition-level coding problems by writing natural language programs in Parsel, beating prior SoTA by >75%! Quick Read: https://www.marktechpost.com/2023/01/29/researchers-at-stanford-introduce-parsel-an-artificial-intelligence-ai-framework-that-enables-automatic-implementation-and-validation-of-complex-algorithms-with-code-large-language-models-llms/ Paper: http://zelikman.me/parselpaper/parsel\_paper.pdf Github: https://github.com/ezelikman/parsel 🚀 Stay up-to-date on the latest AI news in just 3 minutes with our daily digest. Join a community of thousands of AI professionals and stay informed: https://marktechpost-newsletter.beehiiv.com/
yolo-ai-cmdbot
- will you please stop saying that?
- YOLO, the AI Shell Assistant now supports GPT-4
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ChatGPT-Linux-Assistant
This looks great too! It's using the actual ChatGPT UI it seems, so does have a real chat with context, right?
When OpenAI published there API access to gpt-3.5-turbo last week, I updated a similar side project I have to use the API. It's here, if you'd like to take a look: https://github.com/wunderwuzzi23/yolo-ai-cmdbot
Its doing individual statements with some system context (like what OS and Shell) in the initial prompt, but not submitting chat history.
- YOLO-AI-cmdbot: Natural language to shell commands
What are some alternatives?
chatgpt-arcana.el - Put ChatGPT in your emacs and give yourself arcane powers 🔮
chatgpt-linux-assistant - An ai assistant in your CLI. But it knows what's on your system and can help you get things done.
transynthetical-engine - Applied methods of analytical augmentation to build tools using large-language models.
geppetto - Your personal assistant with ChatGPT and Linux superpowers, ready for any task!
clevercli - ChatGPT powered CLI utilities. Easily add new prompt types in ~/.clevercli/