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.
agenthost
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Ask HN: What have you built with LLMs?
I started working on a Rust based agent host with the goal of running locally. It has Rhai scripting built in which is what the agent calling function calling is based on. Very rough at the moment. Also on hold for me because I need to do more dirt cheap Upwork projects to scrape by this month.
I think what will be really powerful is to have a registry for plugins and agents that can be easily installed in the system. Sort of like WordPress in that way. Also similar to an open source GPT store.
https://github.com/runvnc/agenthost
I believe the are several variations of this type of idea out there.
SoM
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Ask HN: What have you built with LLMs?
At https://openadapt.ai/ we are using LLMs to automate repetitive tasks in GUI interfaces. Think robotic process automation, but via learning from demonstration rather than no-code scripting.
The stack is mostly python running locally, and calling the OpenAI API (although we have plans to support offline models).
For better visual understanding, we use a custom fork of Set-of-Mark prompting (https://github.com/microsoft/SoM) deployed to EC2 (see https://github.com/OpenAdaptAI/SoM/pull/3).
- Set-of-Mark Visual Prompting for GPT-4V
- Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4Vision
What are some alternatives?
OpenAAC - Open Augmentative and Alternative Communication
gpt_jailbreak_status - This is a repository that aims to provide updates on the status of jailbreaking the OpenAI GPT language model.
Constrained-Text-Generation-Studio - Code repo for "Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio" at the (CAI2) workshop, jointly held at (COLING 2022)
CX_DB8 - a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)
flask-socketio-llm-com
data-analytics - Welcome to the Data-Analytics repository