Published on: 2025-04-23 20:38:04
12 Factor Agents - Principles for building reliable LLM applications In the spirit of 12 Factor Apps. The source for this project is public at https://github.com/humanlayer/12-factor-agents, and I welcome your feedback and contributions. Let's figure this out together! Hi, I'm Dex. I've been hacking on AI agents for a while. I've tried every agent framework out there, from the plug-and-play crew/langchains to the "minimalist" smolagents of the world to the "production grade" langraph, griptap
Keywords: agent agents ai llm software
Find related items on AmazonPublished on: 2025-05-02 12:14:51
Joe Hindy / Android Authority TL;DR Samsung is testing “Installment Payments” for its Wallet app, a Buy Now, Pay Later feature that was previously called Instant Installment. Installment Payments in Samsung Wallet allows eligible users in specific US states to split purchases using select Visa and Mastercard credit cards. The early access program for the feature runs from April 28 to June 6, 2025. Samsung phone users have access to Samsung Wallet, a digital wallet that lets them store and ma
Keywords: installment payments samsung users wallet
Find related items on AmazonPublished on: 2025-05-03 19:00:00
is a senior editor and author of Notepad , who has been covering all things Microsoft, PC, and tech for over 20 years. I wasn’t really sure what to expect from Microsoft’s 50th birthday party. Sure, cofounder Bill Gates and former Microsoft CEO Steve Ballmer would be there, but I was keen to see how Microsoft would create a party atmosphere while also launching new Copilot features. As it happens, having three CEOs onstage, some energetic hosts, and employee protesters sure kept things eventful
Keywords: ballmer event gates microsoft years
Find related items on AmazonPublished on: 2025-05-06 09:46:59
We need to be cheating at search with LLMs. Indeed I’m teaching a whole course on this in July. With an LLM we can implement in days what previously took months. We can take apart a query like “brown leather sofa” into the important dimensions of intent — “color: brown, material: leather, category:couches” etc. With this power all search is structured now. Even better we can do this all without calling out to OpenAI/Gemini/…. We can use simple LLMs running in our infrastructure making it faste
Keywords: llm prompt query red response
Find related items on AmazonPublished on: 2025-05-09 01:32:48
LLM plugin for pulling content from Hacker News Installation Install this plugin in the same environment as LLM. llm install llm-hacker-news Usage You can feed a full conversation thread from Hacker News into LLM using the hn: fragment with the ID of the conversation. For example: llm -f hn:43615912 ' summary with illustrative direct quotes ' Item IDs can be found in the URL of the conversation thread. Development To set up this plugin locally, first checkout the code. Then create a new
Keywords: conversation hacker install llm news
Find related items on AmazonPublished on: 2025-05-07 14:14:15
OpenPrompt Quick Start COPY ENTIRE FOLDER AND FILES as context INSIDE LLM OF YOUR CHOICE o1 PRO , GROK 3 thinking are one of the best model available right now, but there is no api access available. This Tool Simplifies the process of copying files and folders into web LLMs. Fastest Serialization of files and folders into XML format. Installation Download Executable (Recommended) Go to the Releases page Download the appropriate version for your operating system: Windows: openprompt-window
Keywords: code files llm openprompt project
Find related items on AmazonPublished on: 2025-05-11 19:12:32
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Weaponized large language models (LLMs) fine-tuned with offensive tradecraft are reshaping cyberattacks, forcing CISOs to rewrite their playbooks. They’ve proven capable of automating reconnaissance, impersonating identities and evading real-time detection, accelerating large-scale social engineering attacks. Models, including FraudGPT, GhostGPT and DarkGPT, retail for
Keywords: cisco fine llms models tuning
Find related items on AmazonPublished on: 2025-05-11 23:04:26
Steve Ballmer, former chief executive officer of Microsoft Corp., speaks during an event commemorating the 50th anniversary of the company at Microsoft headquarters in Redmond, Washington, US, on Friday, April 4, 2025. Microsoft Corp., determined to hold its ground in artificial intelligence, will soon let consumers tailor the Copilot digital assistant to their own needs. President Trump's new tariffs on goods that the U.S. imports from over 100 countries will have an effect on consumers, forme
Keywords: ballmer gates microsoft said tariffs
Find related items on AmazonPublished on: 2025-05-14 13:55:20
Disclaimer: The views and opinions expressed in this blog are entirely my own and do not necessarily reflect the views of my current or any previous employer. This blog may also contain links to other websites or resources. I am not responsible for the content on those external sites or any changes that may occur after the publication of my posts. End Disclaimer image credit: Not Studio Ghibli There is only one thing worse than being imitated, and that is not being imitated. - Coco Chanel A
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Find related items on AmazonPublished on: 2025-05-16 18:59:41
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Researchers from the Soochow University of China have introduced Chain-of-Tools (CoTools), a novel framework designed to enhance how large language models (LLMs) use external tools. CoTools aims to provide a more efficient and flexible approach compared to existing methods. This will allow LLMs to leverage vast toolsets directly within their reasoning process, including
Keywords: cotools llm model tool tools
Find related items on AmazonPublished on: 2025-05-21 09:32:28
This repository contains an SDK for working with LLMs from Apache Airflow, based on Pydantic AI. It allows users to call LLMs and orchestrate agent calls directly within their Airflow pipelines using decorator-based tasks. The SDK leverages the familiar Airflow @task syntax with extensions like @task.llm , @task.llm_branch , and @task.agent . To get started, check out the examples repository here, which offers a full local Airflow instance with the AI SDK installed and 5 example pipelines. If y
Keywords: agent airflow import llm task
Find related items on AmazonPublished on: 2025-05-22 23:39:00
In context: The constant improvements AI companies have been making to their models might lead you to think we've finally figured out how large language models (LLMs) work. But nope – LLMs continue to be one of the least understood mass-market technologies ever. But Anthropic is attempting to change that with a new technique called circuit tracing, which has helped the company map out some of the inner workings of its Claude 3.5 Haiku model. Circuit tracing is a relatively new technique that le
Keywords: answer claude different llms model
Find related items on AmazonPublished on: 2025-05-21 06:22:29
Watch the program live on YouTube here! Chatbots based on large language models (LLMs), like ChatGPT, answer sophisticated questions, pass professional exams, analyze texts, generate everything from poems to computer programs, and more. But is there genuine understanding behind what LLMs can do? Do they really understand our world? Or, are they a triumph of mathematics and masses of data and calculations simulating true understanding? Join CHM, in partnership with IEEE Spectrum, for a fundamen
Keywords: ai debate ieee llms spectrum
Find related items on AmazonPublished on: 2025-05-28 23:02:25
AI will change the world but not in the way you think On the inevitable evolution of business speak and programming languages The current generation of consumer facing AI tools, known as Large Language Models (LLMs), continue to proliferate through society, used by folks from every stage of life, from office workers to school children. At a high level these tools are trained on a large collection of text-based content (such as every webpage on the internet and every book ever published; hard t
Keywords: bullet code joe llm points
Find related items on AmazonPublished on: 2025-05-26 12:16:00
Cocommit: A Copilot for Git Cocommit is a command-line tool that works with your HEAD commit and leverages an LLM of your choice to enhance commit quality. A good commit consists of multiple elements, but at a minimum, it should have a well-crafted commit message. Cocommit analyzes the message from the last (HEAD) commit and suggests improvements, highlighting both strengths and areas for enhancement. Cocommit v2 is currently in development and will introduce many new features—see the v2 docu
Keywords: cocommit commit langchain llm model
Find related items on AmazonPublished on: 2025-05-29 22:14:51
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More A new framework called METASCALE enables large language models (LLMs) to dynamically adapt their reasoning mode at inference time. This framework addresses one of LLMs’ shortcomings, which is using the same reasoning strategy for all types of problems. Introduced in a paper by researchers at the University of California, Davis, the University of Southern California and
Keywords: llm llms meta metascale reasoning
Find related items on AmazonPublished on: 2025-06-02 13:20:24
beeFormer This is the official implementation provided with our paper beeFormer: Bridging the Gap Between Semantic and Interaction Similarity in Recommender Systems. main idea of beeFormer Collaborative filtering (CF) methods can capture patterns from interaction data that are not obvious at first sight. For example, when buying a printer, users can also buy toners, papers, or cables to connect the printer, and collaborative filtering can take such patterns into account. However, in the cold-
Keywords: beeformer items llama llm mpnet
Find related items on AmazonPublished on: 2025-06-05 22:15:16
In what is surely a sign of the hyper-capitalist dystopia in which we all live, overpriced food delivery app DoorDash has partnered with creepy payment processor Klarna so that, on the offhand chance you can’t afford to pay the full $30 price of the late-night Chipotle you ordered, you can pay for the meal in installments over a drawn-out period of time. Klarna—which is considered a “buy now, pay later” lender—announced the new partnership in a press release published Thursday. According to the
Keywords: doordash food installments klarna pay
Find related items on AmazonPublished on: 2025-06-06 12:58:23
LLM and AI companies seem to all be in a race to breathe the last breath of air in every room they stumble into. This practice started with larger websites, ones that already had protection from malicious usage like denial-of-service and abuse in the form of services like Cloudflare or Fastly. But the list of targets has been getting longer. At this point we're seeing LLM and AI scrapers targeting small project forges like the GNOME GitLab server. How long until scrapers start hammering Mastod
Keywords: ai companies like llm point
Find related items on AmazonPublished on: 2025-06-06 17:58:23
LLM and AI companies seem to all be in a race to breathe the last breath of air in every room they stumble into. This practice started with larger websites, ones that already had protection from malicious usage like denial-of-service and abuse in the form of services like Cloudflare or Fastly. But the list of targets has been getting longer. At this point we're seeing LLM and AI scrapers targeting small project forges like the GNOME GitLab server. How long until scrapers start hammering Mastod
Keywords: ai companies like llm point
Find related items on AmazonPublished on: 2025-06-10 09:44:14
NVIDIA Dynamo | Guides | Architecture and Features | APIs | SDK | NVIDIA Dynamo is a high-throughput low-latency inference framework designed for serving generative AI and reasoning models in multi-node distributed environments. Dynamo is designed to be inference engine agnostic (supports TRT-LLM, vLLM, SGLang or others) and captures LLM-specific capabilities such as: Disaggregated prefill & decode inference – Maximizes GPU throughput and facilitates trade off between throughput and latency.
Keywords: dynamo inference llm run throughput
Find related items on AmazonPublished on: 2025-06-10 16:33:32
mlx-community/OLMo-2-0325-32B-Instruct-4bit (via) OLMo 2 32B claims to be "the first fully-open model (all data, code, weights, and details are freely available) to outperform GPT3.5-Turbo and GPT-4o mini". Thanks to the MLX project here's a recipe that worked for me to run it on my Mac, via my llm-mlx plugin. To install the model: llm install llm-mlx llm mlx download-model mlx-community/OLMo-2-0325-32B-Instruct-4bit That downloads 17GB to ~/.cache/huggingface/hub/models--mlx-community--OLMo-
Keywords: 32b instruct llm mlx olmo
Find related items on AmazonPublished on: 2025-06-14 05:46:28
Building a Personal Archive With Hoarder In this day and age, what with gestures at everything it’s important to preserve and record information that may be removed from the internet, lost or forgotten. I’ve recently been using Hoarder to create a self-hosted personal archive of web content that I’ve found interesting or useful. Hoarder is an open source project that runs on your own server and allows you to search, filter and tag web content. Crucially, it also takes a full copy of web content
Keywords: app content extension hoarder litellm
Find related items on AmazonPublished on: 2025-06-10 13:40:55
A delightful Ruby way to work with AI. No configuration madness, no complex callbacks, no handler hell – just beautiful, expressive Ruby code. 🤺 Battle tested at 💬 Chat with Work The problem with AI libraries Every AI provider comes with its own client library, its own response format, its own conventions for streaming, and its own way of handling errors. Want to use multiple providers? Prepare to juggle incompatible APIs and bloated dependencies. RubyLLM fixes all that. One beautiful API fo
Keywords: ask chat end ruby rubyllm
Find related items on AmazonPublished on: 2025-06-17 10:30:00
Hill Street Studios/Getty Images It's increasingly difficult to avoid artificial technology (AI) as it becomes more commonplace. A prime example is Google searches showcasing AI responses. AI safety is more important than ever in this age of technological ubiquity. So as an AI user, how can you safely use generative AI (Gen AI)? Also: Here's why you should ignore 99% of AI tools - and which four I use every day Carnegie Mellon School of Computer Science assistant professors Maarten Sap and Sh
Keywords: ai data llms models responses
Find related items on AmazonPublished on: 2025-06-18 22:20:01
Getty Images/J Studios It's increasingly difficult to avoid artificial technology (AI) as it becomes more commonplace. A prime example is Google searches showcasing AI responses. AI safety is more important than ever in this age of technological ubiquity. So as an AI user, how can you safely use generative AI (Gen AI)? Also: Gemini might soon have access to your Google Search history - if you let it Carnegie Mellon School of Computer Science assistant professors Maarten Sap and Sherry Tongshu
Keywords: ai data llms models responses
Find related items on AmazonPublished on: 2025-06-22 16:41:31
I’ve built some projects recently that include integrations with LLMs. Specifically, I’ve found an interest in agentic applications where the LLM has some responsibility over the control flow of the application. Integrating these features into my existing development workflow led me to explore running local LLMs in depth. Why Run an LLM Locally? When I talk about running an LLM locally, I mean that I’m running a temporary instance of a model on my development machine. This is not intended to b
Keywords: like llm model models running
Find related items on AmazonPublished on: 2025-06-23 06:02:02
Large Language Models (LLMs) are rapidly saturating existing benchmarks, necessitating new open-ended evaluations. We introduce the Factorio Learning Environment (FLE), based on the game of Factorio, that tests agents in long-term planning, program synthesis, and resource optimization. FLE provides open-ended and exponentially scaling challenges - from basic automation to complex factories processing millions of resource units per second. We provide two settings: Lab-play consisting of 24 stru
Keywords: automation fle llms open play
Find related items on AmazonPublished on: 2025-06-25 11:37:55
Hang in there while we get back on track Hint: Try typing apples are great , apples.com , what are apples? , or slice apples into the input field below. Beyond Autocomplete: Introducing TypeLeap UI/UX Dynamic Interfaces that Anticipate Your Needs TLDR; TypeLeap UIs detect your intent as you type, not just predict words. Using LLMs, TypeLeap understands what you want to do and dynamically adapts the interface in real-time. Instead of passive text input, TypeLeap offers proactive, intent-dr
Keywords: intent llms suggestions ui user
Find related items on AmazonPublished on: 2025-06-23 20:40:00
Most generative AI models nowadays are autoregressive. That means they’re following the concept of next token prediction, and the transformer architecture is the current implementation that has been used for years now thanks to its computational efficiency. This is a rather simple concept that’s easy to understand - as long as you aren’t interested in the details - everything can be tokenized and fed into an autoregressive (AR) model. And by everything, I mean everything: text as you’d expect, b
Keywords: ar humans like llms models
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