SoM
data-analytics
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| SoM | data-analytics | |
|---|---|---|
| 3 | 4 | |
| 921 | 6 | |
| 11.6% | - | |
| 9.2 | 6.4 | |
| 3 days ago | 3 months ago | |
| Python | Python | |
| 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.
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
data-analytics
What are some alternatives?
gpt_jailbreak_status - This is a repository that aims to provide updates on the status of jailbreaking the OpenAI GPT language model.
CX_DB8 - a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)
datadm - DataDM is your private data assistant. Slide into your data's DMs
joia - A ChatGPT alternative designed for team collaboration. Lightweight, privacy-friendly and open source.
script-toolbox - This repository contains a collection of scripts and tools that I have written to solve various problems that I have come across.
lambdaprompt - λprompt - A functional programming interface for building AI systems
sketch - AI code-writing assistant that understands data content
BrowserGPT - Command your browser with GPT
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
LookupChatGPT - A chrome extension which looks up selected text via ChatGPT using your custom prompts