Highlights
GraphRAG: New tool for complex data discovery now on GitHub
GraphRAG, a graph-based approach to retrieval-augmented generation (RAG) that significantly improves question-answering over private or previously unseen datasets, is now available on GitHub.
microsoft.com
Real criminals, fake victims: how chatbots are being deployed in the global fight against phone scammers
New scambaiting AI technology Apate aims to keep scammers on the line while collecting data that could help disrupt their business model Get our morning and afternoon news emails, free app or daily news podcastA scammer calls, and asks for a passcode. Malcolm, an elderly man with an English accent, is confused.
theguardian.com
AI Is Eating Your Algorithms
How simple prompt engineering can replace custom software
towardsdatascience.com
Chinese developers scramble as OpenAI blocks access in China
US firm’s move, amid Beijing-Washington tensions, sparks rush to lure users to homegrown models At the World AI Conference in Shanghai last week, one of China’s leading artificial intelligence companies, SenseTime, unveiled its latest model, SenseNova 5.5.
theguardian.com
Research
Adapting prompts to LLMs
Prompt engineering is the art of adapting prompts to a specific task. But did you know you also need to adapt prompts to different kinds of LLMs? This paper explains why and how you can adapt prompts to different types of LLMs.
arxiv.org
Video
Prompty Intelligent Marketing Assistant App
Join Seth as he continues to make progress on noyer.ai - an intelligent marketing assistant designed to help create demand generation for the AI Show.
youtube.com
Powering the AI Revolution: The PyTorch Documentary
Now live: The official PyTorch Documentary! This film unveils the authentic narrative of PyTorch’s inception, attributing its existence to a dedicated group of unsung heroes driving technological innovation.
pytorch.org
Articles
SAMMO: A general-purpose framework for prompt optimization
SAMMO optimizes prompts for LLMs by leveraging their structure to guide optimization. This minimizes the time and effort needed to find performant prompts on a variety of tasks.
microsoft.com
Creative Canvas: Using AI to Paint, Edit, and Stylize Images
I explored commercial and open-source photo editing systems for the creative use of AI image transformations
towardsdatascience.com
MIT researchers introduce generative AI for databases
This new tool offers an easier way for people to analyze complex tabular data.
mit.edu
Revolutionize Visual Content Creation with ChatGPT Image Generator
The ChatGPT Image Generator leverages AI to create images from text descriptions, translating natural language inputs into visual content…
medium.com
Cloudflare launches a tool to combat AI bots
Cloudflare, the publicly-traded cloud service provider, has launched a new, free tool to prevent bots from scraping websites hosted on its platform for data to train AI models. Some AI vendors, including Google, OpenAI and Apple, allow website owners to block the bots they use for data scraping and model training by amending their site’s […]
techcrunch.com
Master This Data Science Skill and You Will Land a Job In Big Tech— Part I
Fundamentals of experimentation I learned from working with the best in the tech industry
towardsdatascience.com
Code
LightRAG: The PyTorch Library for Large Language Model Applications
LightRAG helps developers with both building and optimizing Retriever-Agent-Generator (RAG) pipelines. It is light, modular, and robust, with a 100% readable codebase.
github.com