Best AI tools for< Design Serverless Architectures >

BackX is an AI development platform that empowers developers to quickly ship backends across various use cases, environments, and scales. It offers unparalleled accuracy, flexibility, and efficiency by overcoming the limitations of traditional AI-assisted programming. With features like one-click production-grade code, context-aware consistent code output, versioned artifacts, instant deploy, and a suite of AI-powered dev tools, BackX revolutionizes the backend development process. Developers can effortlessly design and manage databases, generate CRUD operations, implement complex business logic, and deploy serverless applications with ease. The platform aims to streamline development processes, increase cost-effectiveness, and provide more accurate outputs than traditional methods.

X-Design is an AI-powered photo editing studio tailored for marketing and e-commerce businesses. It offers a suite of AI tools for background removal, image generation, and retouching to create professional-quality photos effortlessly. Users can enhance product visuals, create fashion model images, change colors, and upscale images with AI technology. The platform provides a smooth editing experience with extensive templates and seamless workflows, empowering users to design like a pro and optimize their online sales processes.

Design Bundles is a comprehensive online platform offering a wide range of design resources including SVG files, clipart, laser designs, sublimation PNGs, illustrations, photos, and more. Users can access unlimited downloads, exclusive software, and marketplace purchases with various discounts. The platform also features an exclusive AI tool called Illustrate AI, which allows users to generate unique images effortlessly. Design Bundles aims to provide a seamless experience for designers, crafters, and creators to explore their creativity and access high-quality design assets.

Design Wizard is a free online graphic design software that allows users to create impressive videos and image designs in minutes. It offers a wide range of pre-made templates, premium images, videos, and fonts to help users create unique and professional-looking content. Design Wizard is easy to use and requires no prior design experience. It is perfect for individuals, small businesses, and organizations that need to create high-quality visual content quickly and easily.

The website offers an AI Spatial Design tool that revolutionizes spatial design by providing advanced intelligence for creating and interacting with spaces. It features high-fidelity 3D modeling, real-time interaction, and transforming photos into visual experiences. Users can customize their buyer journey, boost walk-ins, and elevate living spaces with spatial intelligence. The tool also offers services for cabinet design, flooring, wall fill, countertop fill, furniture replacement, interior design, home redesign, partial remodel, and virtual staging.

The Institute for Protein Design is a research institute at the University of Washington that uses computational design to create new proteins that solve modern challenges in medicine, technology, and sustainability. The institute's research focuses on developing new protein therapeutics, vaccines, drug delivery systems, biological devices, self-assembling nanomaterials, and bioactive peptides. The institute also has a strong commitment to responsible AI development and has developed a set of principles to guide its use of AI in research.

The AI Landscape Design Idea Generator is a web-based tool that helps users create beautiful and functional landscape designs. The tool uses artificial intelligence to generate design ideas based on the user's input. Users can choose from a variety of design styles, plant types, and other features to create a design that is perfect for their needs.

Design Your Pins is a custom pin design website that offers personalized pin creation services. The platform provides a user-friendly experience for designing custom pins, with a focus on quality craftsmanship and customer satisfaction. Design Your Pins features an AI Pin Designer tool to assist users in bringing their unique pin designs to life. The team behind Design Your Pins consists of industry experts dedicated to providing transparent and accountable service throughout the custom pin project process. From initial design submission to final delivery, Design Your Pins aims to turn ideas into beautifully crafted pins that reflect the customer's vision.

Design My Room is an AI-powered application that allows users to easily redesign their room by simply taking a photo with their iPhone. The app provides 5 different design ideas tailored to the user's room, offering a wide range of unique design inspirations to spark creativity in home makeover projects. With its user-friendly interface and quick results, Design My Room simplifies the process of room redesigning, making it accessible to anyone looking to transform their living space.

AI-Design.pro is an AI-powered service that creates interior design projects. It utilizes artificial intelligence to generate interior design albums with accurate architectural and design drawings, visualizations, and detailed specifications for furniture and materials. The platform streamlines the interior design process, making it more efficient and significantly reducing the time it takes to locate an interior designer. Users can create customized design projects tailored to their specific requirements without the need for a designer, meetings, or phone calls. The service offers a simple and intuitive interface, hundreds of design options, and automated procurement estimates for purchasing furniture and materials.

Design Sparks is an AI-powered application that aims to enhance the design process by generating infinite ideas and fostering limitless creativity. Users can input their design problems or themes, upload PDFs or enter URLs, and let the AI generate sparks to inspire their creative endeavors. The platform provides a user-friendly interface for exploring new perspectives and possibilities in design through AI-generated solutions.

Design Sparks is an AI-powered creativity tool that helps users generate new ideas and solve design problems. The tool uses a variety of AI techniques, including machine learning and natural language processing, to understand user input and generate relevant ideas. Design Sparks is designed to be used by a wide range of users, from designers and engineers to marketers and business professionals. The tool is easy to use and can be accessed through a web-based interface.

Design My Bingo is an online platform that allows users to create custom bingo cards for any occasion. With its user-friendly interface and powerful AI features, Design My Bingo makes it easy to create unique and engaging bingo cards that are tailored to your specific needs. Whether you're hosting a party, teaching a class, or simply want to have some fun, Design My Bingo has you covered.

Tattoo Design Pro is an AI-powered application that allows users to transform their imagination into stunning tattoo designs in various styles. Whether starting with a simple prompt or uploading an existing sketch, the app uses AI magic to create unique and detailed designs. Customers can experiment with different designs, receive AI-generated suggestions, and easily choose the perfect tattoo design. The app provides a user-friendly interface and a wide range of features to help tattoo enthusiasts and artists in the design process.

Slack Design Articles is a platform that offers insights, musings, and lessons from the design team at Slack. It covers topics such as mentorship, prototyping, AI-powered features, design engineering, and partnerships in the workplace. The platform aims to provide valuable resources and knowledge for designers and professionals interested in design and technology.

Tattoo AI Design is a free and powerful AI tattoo generator and design tool that allows users to unleash their personal tattoo ideas and create unique tattoo designs with the help of artificial intelligence technology. Users can input their tattoo descriptions and let the AI generate tattoo ideas within seconds, enabling them to explore various tattoo styles and motifs. The platform supports traditional tattoos, neo-traditional tattoos, watercolor tattoos, geometric tattoos, and more, offering a wide range of design possibilities for tattoo enthusiasts.

Appy Pie's AI Design Generator is an innovative tool that allows users to create stunning graphic designs online. With a focus on flawless text integration, the tool empowers users to transform text, images, and videos into eye-catching designs. The platform offers a range of AI design tools, from logo creation to background removal, catering to diverse design needs. Appy Pie's AI Design Generator combines art and technology seamlessly, providing users with versatile design options and creative storytelling capabilities.

Spline is a 3D design tool that allows users to create, edit, and collaborate on 3D designs in real-time. It is a web-based application that is accessible from any device with an internet connection. Spline is designed to be easy to use, even for beginners, and it offers a wide range of features that make it suitable for a variety of projects, from simple 3D models to complex animations and interactive experiences.

Figr is an AI-driven platform that specializes in UI design and workflow optimization. It leverages artificial intelligence to streamline the design process, making it more efficient and user-friendly. With Figr, users can create stunning user interfaces with ease, thanks to its intuitive tools and smart suggestions. The platform caters to both beginners and experienced designers, offering a range of features to enhance productivity and creativity. Figr aims to revolutionize the way UI design is approached by integrating AI technology seamlessly into the workflow.

Ideator is an AI-powered tool that helps designers and innovators generate creative ideas. It allows users to input a feature or interaction and then generates different variations of how it could be used, while keeping its main job the same. Ideator is still under development, but it has the potential to be a valuable tool for designers and innovators who are looking for new and creative ways to solve problems.

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This repository provides a comprehensive list of academic papers, articles, tutorials, slides, and projects related to Large Language Model (LLM) systems. It covers various aspects of LLM research, including pre-training, serving, system efficiency optimization, multi-model systems, image generation systems, LLM applications in systems, ML systems, survey papers, LLM benchmarks and leaderboards, and other relevant resources. The repository is regularly updated to include the latest developments in this rapidly evolving field, making it a valuable resource for researchers, practitioners, and anyone interested in staying abreast of the advancements in LLM technology.

Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of papers on LLMs inference and serving.

This open-source course teaches how to build an advanced RAG and LLM system using LLMOps and ML systems best practices. It helps you create an AI assistant that leverages your personal knowledge base to answer questions, summarize documents, and provide insights. The course covers topics such as LLM system architecture, pipeline orchestration, large-scale web crawling, model fine-tuning, and advanced RAG features. It is suitable for ML/AI engineers and data/software engineers & data scientists looking to level up to production AI systems. The course is free, with minimal costs for tools like OpenAI's API and Hugging Face's Dedicated Endpoints. Participants will build two separate Python applications for offline ML pipelines and online inference pipeline.

The AWS Generative AI Constructs Library is an open-source extension of the AWS Cloud Development Kit (AWS CDK) that provides multi-service, well-architected patterns for quickly defining solutions in code to create predictable and repeatable infrastructure, called constructs. The goal of AWS Generative AI CDK Constructs is to help developers build generative AI solutions using pattern-based definitions for their architecture. The patterns defined in AWS Generative AI CDK Constructs are high level, multi-service abstractions of AWS CDK constructs that have default configurations based on well-architected best practices. The library is organized into logical modules using object-oriented techniques to create each architectural pattern model.

Analyze the following text from a github repository (name and readme text at end) . Then, generate a JSON object with the following keys and provide the corresponding information for each key, in lowercase letters: 'description' (detailed description of the repo, must be less than 400 words，Ensure that no line breaks and quotation marks.),'for_jobs' (List 5 jobs suitable for this tool,in lowercase letters), 'ai_keywords' (keywords of the tool,user may use those keyword to find the tool,in lowercase letters), 'for_tasks' (list of 5 specific tasks user can use this tool to do,in lowercase letters), 'answer' (in english languages)

LangServe helps developers deploy `LangChain` runnables and chains as a REST API. This library is integrated with FastAPI and uses pydantic for data validation. In addition, it provides a client that can be used to call into runnables deployed on a server. A JavaScript client is available in LangChain.js.

This repository serves as a comprehensive hub for updates on generative AI research, interview materials, notebooks, and more. It includes monthly best GenAI papers list, interview resources, free courses, and code repositories/notebooks for developing generative AI applications. The repository is regularly updated with the latest additions to keep users informed and engaged in the field of generative AI.

AITreasureBox is a comprehensive collection of AI tools and resources designed to simplify and accelerate the development of AI projects. It provides a wide range of pre-trained models, datasets, and utilities that can be easily integrated into various AI applications. With AITreasureBox, developers can quickly prototype, test, and deploy AI solutions without having to build everything from scratch. Whether you are working on computer vision, natural language processing, or reinforcement learning projects, AITreasureBox has something to offer for everyone. The repository is regularly updated with new tools and resources to keep up with the latest advancements in the field of artificial intelligence.

AWS AI Stack is a full-stack boilerplate project designed for building serverless AI applications on AWS. It provides a trusted AWS foundation for AI apps with access to powerful LLM models via Bedrock. The architecture is serverless, ensuring cost-efficiency by only paying for usage. The project includes features like AI Chat & Streaming Responses, Multiple AI Models & Data Privacy, Custom Domain Names, API & Event-Driven architecture, Built-In Authentication, Multi-Environment support, and CI/CD with Github Actions. Users can easily create AI Chat bots, authentication services, business logic, and async workers using AWS Lambda, API Gateway, DynamoDB, and EventBridge.

YoMo is an open-source LLM Function Calling Framework for building Geo-distributed AI applications. It is built atop QUIC Transport Protocol and Stateful Serverless architecture, making AI applications low-latency, reliable, secure, and easy. The framework focuses on providing low-latency, secure, stateful serverless functions that can be distributed geographically to bring AI inference closer to end users. It offers features such as low-latency communication, security with TLS v1.3, stateful serverless functions for faster GPU processing, geo-distributed architecture, and a faster-than-real-time codec called Y3. YoMo enables developers to create and deploy stateful serverless functions for AI inference in a distributed manner, ensuring quick responses to user queries from various locations worldwide.

This repository provides a hands-on workshop for developers and solution builders to build a real-life serverless LLM application using foundation models (FMs) through Amazon Bedrock and advanced design patterns such as Reason and Act (ReAct) Agent, text-to-SQL, and Retrieval Augmented Generation (RAG). It guides users through labs to explore common and advanced LLM application design patterns, helping them build a complex Agentic LLM assistant capable of answering retrieval and analytical questions on internal knowledge bases. The repository includes labs on IaC with AWS CDK, building serverless LLM assistants with AWS Lambda and Amazon Bedrock, refactoring LLM assistants into custom agents, extending agents with semantic retrieval, and querying SQL databases. Users need to set up AWS Cloud9, configure model access on Amazon Bedrock, and use Amazon SageMaker Studio environment to run data-pipelines notebooks.

Milvus is an open-source vector database built to power embedding similarity search and AI applications. Milvus makes unstructured data search more accessible, and provides a consistent user experience regardless of the deployment environment. Milvus 2.0 is a cloud-native vector database with storage and computation separated by design. All components in this refactored version of Milvus are stateless to enhance elasticity and flexibility. For more architecture details, see Milvus Architecture Overview. Milvus was released under the open-source Apache License 2.0 in October 2019. It is currently a graduate project under LF AI & Data Foundation.

Lobe Chat is an open-source, modern-design ChatGPT/LLMs UI/Framework. Supports speech-synthesis, multi-modal, and extensible ([function call][docs-functionc-call]) plugin system. One-click **FREE** deployment of your private OpenAI ChatGPT/Claude/Gemini/Groq/Ollama chat application.

The LLM Twin Course is a free, end-to-end framework for building production-ready LLM systems. It teaches you how to design, train, and deploy a production-ready LLM twin of yourself powered by LLMs, vector DBs, and LLMOps good practices. The course is split into 11 hands-on written lessons and the open-source code you can access on GitHub. You can read everything and try out the code at your own pace.

Helping software engineers to architect domain-driven serverless systems on AWS

A creative guide for exploring various design disciplines.

Expert in designing engaging and effective Design Thinking workshops.

A helpful coach for guiding teams through Design Sprints with a touch of sass.

A strategic approach of thinking when designing software.

Expert in full UI/UX design with latest CSS rules.

Expert iOS app UI/UX designer focusing on modern, simple designs

Your UX mentor focusing on mobile usability and optimizing for conversion.

Expert in designing sustainable token economies.

Job interview coach for product designers. Train interviews and say stop when you need a feedback. You got this!!

Converts XD & Figma designs to Tailwind

Expert in game design... - RPGGO

Assists in creating detailed briefs with examples on request.

UX/UI designer for design systems specs

I craft captions and hashtags for design images.

I can help you with healthcare UX design

Expert in loudspeaker design and acoustic theory.

A bio-inspired design and research assisant guiding innovative solutions using the Biomimicry Institute design process.

A System Architect Coach guiding you through system design principles and best practices. Explains CAP theorem like no one else

Expert in UI/UX design review and critique