LOCAL AI STACK
This repository contains a starter kit to build local-only AI apps. It allows anyone to make a simple AI app for document Q&A for free. The kit uses Ollama for inference, LangChain for LLM orchestration, and Next.js for app logic.
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This repository contains a starter kit to build local-only AI apps. It allows anyone to make a simple AI app for document Q&A for free. The kit uses Ollama for inference, LangChain for LLM orchestration, and Next.js for app logic.
ROScribe is an open source tool that uses large language models for software generation in robotics within the Robot Operating System (ROS) framework. This post describes how ROScribe works under the hood and explains some high level ideas behind the project. It also compares how using large language models for code generation in specific domains performs against generic domain code generation.
Google Registry is launching the .ing top-level domain. The domains are now available through early access for an additional one-time fee. They will officially be publicly available on December 5. .ing domains can be quite expensive, with buy.ing costing $129,999.99 per year to register. Google Registry is also working on a .meme top-level domain, with early access to open up on November 28.
YouTube has recently ramped up its anti-adblock efforts. This article looks at how YouTube is doing this and the efforts from Redditors and adblock extension developers to bypass them. While developers are able to still bypass YouTube's anti-adblocking methods, YouTube will likely win this war through attrition - there is a limit to how much adblock developers can take and YouTube has the resources to continue on forever.
A startup is a company that is still in its gold-seeking phase - once it has found gold, it turns into just a business.
Quora's AI chatbot platform Poe is now paying bot creators for their efforts.
OpenAI is building a new kind of computer that is more than just a large language model for a middleware/frontend.
RISC-V is a free and open instruction set architecture that brings the spirit of open source to the hardware ecosystem.
We can live in the Age of Miracles, but it will take a lot of work to get there.
Joe Biden has signed a more than 100-page long executive order that gives the government emergency powers to impose new regulations on foundation models.
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X employees were awarded equity in the company at a valuation of $19 billion on Monday. At $45 per share, X's self-assessed value is at a 55% discount to Musk's original purchase price. The equity is in the form of restricted stock units, so employees will have to wait for a liquidity event to sell them. Employees will have to pay tax on any sales as income.
Meta is launching a paid subscription for people aged 18 and older in the EU that will remove ads from Facebook and Instagram on the web for €9.99 per month and on iOS and Android for €12.99 per month. The subscription aims to address concerns by the EU about Meta's ad targeting and data collection practices. Free access with ads will remain available and the experience for nonpaying users will not change. The ad-free subscription will initially apply across all linked Meta accounts, but the company will start charging extra for linked accounts starting in March 2024.
A new particle accelerator known as a nanophotonic electron accelerator is around the size of a small coin. The device consists of a small microchip that houses an even smaller vacuum tube made up of thousands of individual pillars. Researchers can accelerate electrons by firing mini laser beams at these pillars. The main goal of creating these devices is to use the energy given off by the accelerated electrons in targeted medical treatments that can replace damaging forms of radiotherapy.
A new method for 3D printing metal developed by a team led by the University of Cambridge allows structural alterations to be written into metal alloys during 3D printing. It allows for the creation of complex forms and the engineering of the structure and characteristics in the material. The method gave the researchers complete control over both the strength and toughness of its structures. It uses typical laser-based 3D printing technology with some modifications.
This blog post aims to give readers everything they need to know to build their first LLM app. It also introduces some problem spaces that readers can start exploring today. The blog covers the emerging architecture of LLM apps and the real-world impacts of LLMs. Resources for further reading are available.
This article summarizes the results from Stack Overflow's Job Report, which looks at job insights from the tech community. New developers switched jobs more frequently than early- and mid-career developers in the last three years. The decreasing amount of entry-level openings and the lack of perceived stability within the tech industry could be why developers are migrating out of the tech industry and exploring career changes.
While Meta's Llama 2 is free for many, it was released under a limited license that doesn't meet all of the requirements of the Open Source Initiative. Releasing AI models as completely open source may have potential risks and accountability issues for the companies that release them. Acknowledging these risks while providing an avenue for feedback isn't currently a standard part of the open source discussion, but it should be a norm for anyone creating AI models.
Alphabet CEO Sundar Pichai defended Google's default search engine agreements during his testimony at Google's antitrust trial. He also addressed the government's allegations that Google destroyed chat messages and described the company's relationship with Apple. This article provides a detailed look at Pichai's testimony and the arguments in the case.
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A story of how one employee saved their company half a million dollars in five minutes by clicking about five buttons.
Edge computing provides huge opportunities, but there are equally large memory requirements - this post discusses how to improve memory use using software-defined memory.
The latest beta features the ability to upload and work with files as well as multimodal support - the AI will now guess what mode to select based on context.
Many problems can arise when you put someone without vision, charisma, passion, technical skills, or willpower in charge.
There have been many big changes lately in CSS that make features previously only available through external tools a native part of the language.
Successful indie hackers ship fast and often, make small bets, work through their failures, and have their marketing on lock.
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Odoo Experience, starting on October 8, promises to reveal Odoo 17, thought to disrupt the industry landscape once again. Anticipate innovative features, including a new website builder and a game-changing point of sale system adapted for restaurants.
Elon Musk wants to turn X into a financial hub that will fully replace the needs for banks within a year. Musk had plans to create an online bank called X with PayPal back in July 2000, but his plans never came to fruition. X aims to allow money to flow as freely as information or conversation on the platform. The company has already secured first money transmitter licenses in several states. It aims to make the service run globally.
Google has agreed to invest up to $2 billion in Anthropic. The deal involves a $500 million upfront investment with an additional $1.5 billion to be invested over time. Google already had a stake in Anthropic after investing $300 million in the company back in April. Anthropic was valued earlier this year at $4.1 billion.
Jeff Bezos recently showed off low-fidelity mock-ups of Blue Origin's Blue Moon lander to NASA officials. The Blue Moon lander is designed to deliver up to 3 metric tons of cargo anywhere on the lunar surface. Blue Origin will be responsible for transporting astronauts between lunar orbit and the surface of the Moon and back to space on the Artemis V mission scheduled for 2029. Pictures of the lander are available in the article.
Eukaryotic cells have membrane-bound nuclei and a system of internal membranes called the endoplasmic reticulum. There are several competing theories about how these structures developed. Scientists have only recently been able to start investigating the origin of these structures using new technologies. This article provides an overview of the theories around the structures and a roadmap of how scientists plan to uncover their beginnings.
This article lists 11 things Site Reliability Engineers at Google have learned from 20 years of working in the field. Google is now over 1,000 times as large as it was 20 years ago, with a network 10,000 times larger. The company now spends far less effort per server than it used to while enjoying much better reliability. Its tools have evolved throughout the years into a unified platform that offers reliability by default.
ScratchDB is an alternative to BigQuery, Redshift, and Snowflake that runs on Clickhouse. It lets users input arbitrary JSON and perform analytical queries against it. ScratchDB automatically creates tables and columns when new data is added.
Google's senior vice president Prabhakar Raghavan testified during the company's monopoly trial, saying that Google's default agreements with mobile phone manufacturers and web browsers were the company's biggest cost in 2021. Google paid $26.3 billion for default agreements while raking in $146.4 billion in revenue from search advertising in 2021. The company says that these deals are legal and that its dominance is not due to them.
People are now having hours-long discussions with ChatGPT on the go. The latest ChatGPT update allows the AI to see, hear, and speak. It enables people to use the assistant in many more situations for things like creative development, brainstorming, or simple conversation. Being able to interact with the assistant through voice has made more people feel a deeper emotional connection with it, with many people drawing similarities between ChatGPT and Samantha from the 2013 movie 'Her'.
X's profitable exit from the cloud shows that many large corporations may benefit from gigantic savings by running servers on premises.
This page contains a collection of tactics, techniques, and procedures of offensive ML attacks that focuses heavily on attacks that have code that can be used to perform them right away.
WinterJS is a JavaScript server that runs Service Workers according to the Winter Community Group specification.
Reproducible Builds provide a reliable way to verify that binaries are faithful to their sources and have not been tampered with anywhere in the build pipeline.
US District Judge Lewis Kaplan has ruled that Sam Bankman-Fried cannot provide testimony that he relied on lawyers to steer his decision-making in his case to the jury.
While Edge is considered good nowadays, Microsoft still used tactics only seen from bloatware and spyware developers to promote the browser.
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