In today's edition:
๐ก Meta's LLM Compiler
๐ Building search-based RAG
๐ A Guide for Beginner Data Scientists
๐ง Beyond the Basics of Retrieval for Augmenting Generation
๐ Google launches Gemma 2, Gemini upgrades
๐ฐ OpenAI Partners with TIME Magazine
๐ Meta is testing AI chatbots on Instagram
๐ค AI Tools & Data Tools
Best End-to-End Open Source MLOps: Platforms, Frameworks and Tools
Leveraging open-source MLOps tools can significantly enhance this process, providing flexibility, scalability, and cost-effectiveness. Here, we explore some of the leading open-source MLOps platforms, frameworks, and tools that are empowering developers and data scientists worldwide.
Building search-based RAG using Claude, Datasette and Val Town
Retrieval Augmented Generation (RAG) enhances large language models by incorporating external knowledge through search engines to answer questions accurately. Simon Willison implemented this with Claude 3.5 Sonnet, using SQLite full-text search in Datasette and Val Town for prototyping, completing the task in a live coding session.
Unlocking Data's Full Potential: A Guide for Beginner Data Scientists
Welcome to the exciting world of data science! You're about to embark on a journey of discovery, where you'll learn to extract valuable insights from data and use them to solve real-world problems. This guide will equip you with the foundational knowledge and practical tips to unlock data's full potential and become a successful data scientist.
Meta's LLM Compiler is the latest AI breakthrough to change the way we code
The Meta Large Language Model Compiler is a suite of models designed to emulate the compiler, predict optimal passes for code size, and disassemble code.
What AI Engineers Should Know about Search
At least 50 of them :). I probably donโt need to discuss bi/cross-encoders, etc. A lot of great content is out there on those topics, especially folks like Pinecone, targeting the AI / LLM / RAG crowd. But maybe you to quickly get some high-level, historical, lexical search contextโฆ Well Iโm here for ya! You might be new to all this.
๐ค AI News:
๐ฐ OpenAI Partners with TIME Magazine
OpenAI's partnership with TIME grants access to a century's worth of archives. This historical content will enhance products like ChatGPT, allowing the AI to reference TIME articles in user queries with proper attribution. In return, TIME will leverage OpenAI's technology for innovative product development.
๐ Meta is testing AI chatbots on Instagram
Meta's CEO, Mark Zuckerberg, announced the integration of AI characters on Instagram, developed through Meta AI studio. These initial tests will surface AI chatbots from popular creators like Wasted and Don Allen Stevenson III, primarily in messaging.
Specially engineered skin tissue grants robots special properties and abilities
University of Tokyo researchers developed a new technique to bind living human skin to robotic faces, potentially enabling more lifelike androids in addition to other medical applications.
๐ Google launches Gemma 2, Gemini upgrades
Google just launched Gemma 2, the next generation of its open lightweight AI model series โ alongside new upgrades to its Gemini 1.5 Pro model including a 2M token context window and enhanced coding capabilities.
๐ฅTop AI tools to increase productivity:ย
Competitor Research keeps you ahead of the game by monitoring your rivalsโ websites and social media
Undress AI offers a compelling solution for digital image transformation, driven by advanced AI
Tablepad โ Connect any data source and โจ magically generate stunning charts, transform data, and get insights with AI.
Context Data automates the process and time to deploy data platforms
Secta Labs โ Reinventing Photography with authentic AI.
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share?ย Submit AI toolย
๐จ๐ปย Data Tools, Libraries
Corcel (GitHub Repo)
Corcel is a collection of PHP classes that provides a fluent interface for connecting and getting data directly from a WordPress database.
Dorkly Feature Flags (GitHub Repo)
Dorkly is a free feature flag system for LaunchDarkly's open source SDKs. It allows developers to implement feature flagging consistently across dozens of languages.
Midday
Midday is an all-in-one tool designed to help freelancers, contractors, consultants, and solo entrepreneurs manage their business operations more efficiently. It integrates various functions typically scattered across multiple platforms into a single, cohesive system.
asciinema
A cross-platform asciinema(v2) terminal session recorder for MacOS/Linux/Windows. Currently a better choice than the official one.
๐ก AI Learning
$1.4M/year with AI!
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