Diffusion models have emerged as a powerful new family of deep generative models with record-breaking performance in many applications, including image synthesis, video generation, and molecule design. In this survey, we provide an overview of the rapidly expanding body of work on diffusion models, categorizing the research into three key areas: efficient sampling, improved likelihood estimation,
Let installed web applications be file handlers | Capabilities | Chrome for Developers
if ('launchQueue' in window && 'files' in LaunchParams.prototype) { // The File Handling API is supported. } The declarative part of the File Handling API As a first step, web apps need to declaratively describe in their web app manifest what kind of files they can handle. The File Handling API extends web app manifest with a new property called "file_handlers" that accepts an array of, well, file
AWS App2Container – A New Containerizing Tool for Java and .NET Applications | Amazon Web Services
AWS News Blog AWS App2Container – A New Containerizing Tool for Java and .NET Applications Our customers are increasingly developing their new applications with containers and serverless technologies, and are using modern continuous integration and delivery (CI/CD) tools to automate the software delivery life cycle. They also maintain a large number of existing applications that are built and mana
Build better business applications, faster.No more juggling REST endpoints or deciphering GraphQL queries. Hilla seamlessly connects Spring Boot and React to accelerate application development. Get Started Call Java services directly from ReactUse @BrowserCallable to make a Spring @Service class available to your browser. Hilla uses Spring Security to ensure only the right people have access. @Bro
Personalize your generative AI applications with Amazon SageMaker Feature Store | Amazon Web Services
AWS Machine Learning Blog Personalize your generative AI applications with Amazon SageMaker Feature Store Large language models (LLMs) are revolutionizing fields like search engines, natural language processing (NLP), healthcare, robotics, and code generation. The applications also extend into retail, where they can enhance customer experiences through dynamic chatbots and AI assistants, and into
GitHub - stackblitz-labs/bolt.diy: Prompt, run, edit, and deploy full-stack web applications using any LLM you want!
✅ OpenRouter Integration (@coleam00) ✅ Gemini Integration (@jonathands) ✅ Autogenerate Ollama models from what is downloaded (@yunatamos) ✅ Filter models by provider (@jasonm23) ✅ Download project as ZIP (@fabwaseem) ✅ Improvements to the main bolt.new prompt in app\lib\.server\llm\prompts.ts (@kofi-bhr) ✅ DeepSeek API Integration (@zenith110) ✅ Mistral API Integration (@ArulGandhi) ✅ "Open AI Lik
AWS Step Functions launches large-scale parallel workflows for data processing and serverless applications
AWS Step Functions expands support for iterating and processing large sets of data such as images, logs and financial data in Amazon Simple Storage Service (Amazon S3), a cloud object storage service. AWS Step Functions is a visual workflow service capable of orchestrating over 10,000 API actions from over 220 AWS services to automate business processes and data processing workloads. Now, AWS Step
GitHub - levkk/rwf: Comprehensive framework for building web applications in Rust.
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How to Identify and Remove VPN Applications That Contain 911 S5 Backdoors | Federal Bureau of Investigation
The FBI, the Defense Criminal Investigative Service, and the Department of Commerce's Office of Export Enforcement have published a public service announcement (the “PSA”) for individuals and businesses to better understand and guard against the 911 S5 residential proxy service and botnet. The PSA is available at ic3.gov/Media/Y2024/PSA240529. As explained in the PSA, 911 S5 began operating in May
Mastering systemd: Securing and sandboxing applications and services
This series of articles will explore some of my favorite Red Hat Enterprise Linux (RHEL) 8 capabilities that are enabled by systemd. Thus, this series assumes familiarity with the basic concepts of systemd. If you need a good introduction, there is a wealth of product documentation on the Red Hat Customer Portal as well as on the project site. Alternatively, there are a number of presentations ava
GitHub - tiangolo/uvicorn-gunicorn-fastapi-docker: Docker image with Uvicorn managed by Gunicorn for high-performance FastAPI web applications in Python with performance auto-tuning.
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Build, Share and Run Applications with Docker on Macs with Apple Silicon | Docker
Products Docker DesktopContainerize your applicationsDocker HubDiscover and share container imagesDocker ScoutSimplify the software supply chainDocker Build Cloud Speed up your image buildsTestcontainers Desktop Local testing with real dependenciesTestcontainers Cloud Test without limits in the cloud See our product roadmapMORE resources for developers
GitHub - dotnet/maui: .NET MAUI is the .NET Multi-platform App UI, a framework for building native device applications spanning mobile, tablet, and desktop.
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GitHub - yoship1639/UniToon: Physically-based Toon Shader for game applications. Compliant with Unity standard rendering functions. It is not targeted to be multifunctional in order to keep performance, but to be universally usable.
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GitHub - grafana/beyla: eBPF-based autoinstrumentation of web applications and network metrics
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Front end development has changed a lot in last decade. Decade started with focus on Client Side Rendering(CSR) popularized by Angular.js. angularJS revolutioned front-end, Browsers were not only Document viewers anymore. You could make "web apps" which were lot less dependent on Server. Then focus moved to React and till date is most popular way to write front end apps. CSR come with own set of p
GitHub - pmndrs/detect-gpu: Classifies GPUs based on their 3D rendering benchmark score allowing the developer to provide sensible default settings for graphically intensive applications.
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Create real-time applications via serverless WebSockets with new AWS AppSync GraphQL subscriptions filtering capabilities | Amazon Web Services
Front-End Web & Mobile Create real-time applications via serverless WebSockets with new AWS AppSync GraphQL subscriptions filtering capabilities With AWS AppSync you can create serverless GraphQL APIs that simplify application development by providing a single endpoint to securely query or update data from multiple data sources, and leverage GraphQL subscriptions to implement engaging real-time ap
Security Best Practices for LLM Applications in Azure
Security Best Practices for GenAI Applications (OpenAI) in Azure Introduction GenAI applications are those that use large language models (LLMs) to generate natural language texts or perform natural language understanding tasks. LLMs are powerful tools that can enable various scenarios such as content creation, summarization, translation, question answering, and conversational agents. However, LLM
Build generative AI applications with Amazon Bedrock Studio (preview) | Amazon Web Services
AWS News Blog Build generative AI applications with Amazon Bedrock Studio (preview) Update May 22, 2024: This post has been updated to include a link to the Amazon Bedrock Studio bootstrapper script that automates the creation of the permissions boundary, service role, and provisioning role required to create workspaces in Amazon Bedrock Studio. Update May 7, 2024: Updated screenshots in this post
Layered Design for Ruby on Rails Applications を読んだ時のメモ用
Layered Design for Ruby on Rails Applications 気になっていたので読んでみる。 zennのスクラップを使ってみたかった && 気になった箇所とか軽くメモしたり、感想を書いてみようかなと思った。 Chapter1: Rails as a Web Application Framework 概要 この章はRailsが用意してくれてる抽象化についての説明。 Railsがwebリクエストを処理するときの抽象化レイヤー バックグラウンド処理の抽象化レイヤー データベース周りの抽象化レイヤー の大枠3つ 気になったことメモ & 感想 trace_location (https://github.com/yhirano55/trace_location) のgem使ってみたい。 # こんな感じで特定の処理をtraceしてくれるっぽい TraceLocation
この記事は毎週必ず記事がでるテックブログ Loglass Tech Blog Sprint の3週目の記事です！ 1年間連続達成まで 残り50週 となりました！ LLM盛り上がってますね！ 弊社も多分に漏れず専任チームを立ち上げて、弊社におけるwhy LLMを見出そうと試行錯誤しています。 個人的にもLLM Applicationsを継続的に開発・運用する技術について色々考えている今日この頃ですが、先日OWASP Top 10 for Large Language Model Applicationsのversion 1.0が出ました。 OWASP Top10 for LLMは、LLMを利用するアプリケーションで発見された重大な脆弱性とセキュリティガイドラインに関するレポートです。 レポートでも述べられていますが、昨今はLLMの取り組みが猛烈に進んでいる中で、包括的なセキュリティプロトコル
GitHub - serverless/aws-ai-stack: AWS AI Stack – A ready-to-use, full-stack boilerplate project for building serverless AI applications on AWS
AWS AI Stack – A ready-to-use, full-stack boilerplate project for building serverless AI applications on AWS. A great fit for those seeking a trusted AWS foundation for AI apps and access to powerful LLM models via Bedrock that keep your app’s data separate from model providers. View the Live Demo – awsaistack.com Use this as a boilerplate project to create an AI Chat bot, authentication service
Over the past few months, I have been thinking a lot about workflows to automatically and dynamically improve LLM applications using production data. This stems from our research on validating data quality in LLM pipelines and applications—which is starting to be productionized in both vertical AI applications and LLMOps companies. (I am always very thankful to the teams in industry who find my wo
GitHub - coder-mike/microvium: A compact, embeddable scripting engine for applications and microcontrollers for executing programs written in a subset of the JavaScript language.
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GitHub - microsoft/prompty: Prompty makes it easy to create, manage, debug, and evaluate LLM prompts for your AI applications. Prompty is an asset class and format for LLM prompts designed to enhance observability, understandability, and portability for d
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Automated testing will help you write high-quality software in less time, with more confidence, fewer bugs, and without constant manual oversight. Testing JavaScript Applications is a guide to building a comprehensive and reliable JS application testing suite, covering both how to write tests and how JS testing tools work under the hood. You’ll learn from Lucas de Costa, a core contributor to popu
There are many architectural patterns to design web applications. A famous one is the "Clean Architecture" by Robert C. Martin This architecture splits projects into different layers in order to produce systems that are Independent of Frameworks. The architecture does not depend on the existence of some library of feature
How to authenticate service accounts to help keep applications secure | Google Cloud Blog
Choose the best way to use and authenticate service accounts on Google Cloud A fundamental security premise is to verify the identity of a user before determining if they are permitted to access a resource or service. This process is known as authentication. But authentication is necessary for more than just human users. When one application needs to talk to another, we need to authenticate its id
GitHub - asyraffff/Open-Source-Ruby-and-Rails-Apps: Awesome Ruby and Rails Open Source applications 🌈
mastodon - Your self-hosted, globally interconnected microblogging community 🔥 ✅ 🚀 manageiq - ManageIQ is an open-source Management Platform that delivers the insight, control, and automation that enterprises need to address the challenges of managing hybrid IT environments. 🔥 ✅ 🚀 Gitlab - The canonical source of GitLab where all development takes place is hosted on GitLab.com. 🔥 ✅ 🚀 Lobster
Build applications of any size on Cloudflare with the Queues open beta
Build applications of any size on Cloudflare with the Queues open beta2022-11-14 Message queues are a fundamental building block of cloud applications—and today the Cloudflare Queues open beta brings queues to every developer building for Region: Earth. Cloudflare Queues follows Cloudflare Workers and Cloudflare R2 in a long line of innovative application services built for the Workers Developer P
Rust for Secure IoT Applications: Why C Is Getting Rusty
www.embedded-world.eu Rust for Secure IoT Applications Why C Is Getting Rusty Mario Noseda, Fabian Frei, Andreas Rüst, Simon Künzli Zurich University of Applied Sciences (ZHAW) Institute of Embedded Systems (InES) Winterthur, Switzerland mario.noseda@zhaw.ch, fabian.frei@zhaw.ch, andreas.ruest@zhaw.ch, simon.kuenzli@zhaw.ch Abstract— Memory corruption is still the most used type of exploit in toda
CheerpJ 3.0 now available: A WebAssembly JVM to run real-world applications in the browser
Back to blog CheerpJ 3.0 now available A WebAssembly JVM to run real-world applications in the browser CheerpJ 3.0, a state-of-the-art WebAssembly JVM that runs in the browser, is now available! In this post, we’ll give an overview of what CheerpJ is, what this new major release brings, and share an exciting demo we’ve been working on. CheerpJ 3.0 replaces CheerpJ 2.3 as our long-term supported ve
You can now deploy on your own custom domains! Learn more
Refresh Tokens RotationSecuring Single Page Applications with Refresh Token RotationHow Auth0 helps you securely maintain user sessions and engagement in the era of ITP TL;DRThe ability to maintain seamless experiences for end-users in Single Page Applications (SPAs) is often business-critical and can have an enormous impact on revenue.New browser privacy controls adversely impact the user experie
Scale your Ruby applications with Active Record support for Cloud Spanner | Google Cloud Blog
Scale your Ruby applications with Active Record support for Cloud Spanner We're very excited to announce the general availability of the Ruby Active Record Adapter for Google Cloud Spanner. Ruby Active Record is a powerful Object-Relational Mapping(ORM) library bundled with Ruby on Rails. Active Record provides an abstraction over the underlying database, and includes capabilities such as automati
Do Transformer Modifications Transfer Across Implementations and Applications?
第六回 全日本コンピュータビジョン勉強会 Transformer論文読み会で「Do Transformer Modifications Transfer Across Implementations and Applications?」を読みました。 Transformerを改善する色々な手法が提…
Both Bayesian and varying coefficient models are very useful tools in practice as they can be used to model parameter heterogeneity in a generalizable way. Motivated by the need of enhancing Marketing Mix Modeling at Uber, we propose a Bayesian Time Varying Coefficient model, equipped with a hierarchical Bayesian structure. This model is different from other time varying coefficient models in the
Evaluate the reliability of Retrieval Augmented Generation applications using Amazon Bedrock | Amazon Web Services
AWS Machine Learning Blog Evaluate the reliability of Retrieval Augmented Generation applications using Amazon Bedrock Retrieval Augmented Generation (RAG) is a technique that enhances large language models (LLMs) by incorporating external knowledge sources. It allows LLMs to reference authoritative knowledge bases or internal repositories before generating responses, producing output tailored to
GitHub - nitrictech/nitric: Nitric is a multi-language framework for cloud applications with infrastructure from code.
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Diffusion Models: A Comprehensive Survey of Methods and Applications
Build better business applications, faster, with Hilla
Build hotwire applications using Go
OWASP Top 10 for LLMでLLM Applicationsのセキュリティについて学ぶ
Data Flywheels for LLM Applications
Testing JavaScript Applications
Clean and Scalable Architecture for Web Applications in Rust
Codev - Turn Text Into Full-Stack Web Applications
Securing Single Page Applications with Refresh Token Rotation
Bayesian Time Varying Coefficient Model with Applications to Marketing Mix Modeling