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DecorAI.xyz is an AI-driven interior design tool that allows users to generate dream rooms using artificial intelligence. By simply taking a picture of a room, users can see how it looks in different themes and receive personalized design suggestions. With exceptional training on a massive dataset of 160 million design samples, DecorAI optimizes spatial layouts, provides cost-effective design solutions, and saves time compared to traditional interior design methods. The tool caters to homeowners, renters, and small businesses looking to redesign their spaces without the need for an expensive interior designer.

Recipe Database & Food Journal is an AI-powered platform that offers powerful recipe management, meal logging, and restaurant review features to help users organize, optimize, and share their culinary experiences. Users can import recipes from any source, log meals, write restaurant reviews, and receive personalized meal suggestions based on their preferences. The platform also provides an intelligent search and retrieval function to easily access past culinary experiences. With a focus on community sharing and personalized recommendations, Recipe Database & Food Journal aims to enhance users' cooking and dining experiences.

The Outfit Generator is an AI-powered tool that helps users create the best outfits from their wardrobe in minutes. Users can upload their wardrobe items, provide outfit descriptions, and receive outfit suggestions. The tool allows users to save and manage their wardrobe, generate outfits based on available items, and save favorite outfits for future use. With flexible pricing plans, users can access outfit generation features and wardrobe management tools. The application aims to simplify the outfit selection process and provide personalized outfit suggestions.

Codlixe is an AI-powered application designed to help users balance their life goals and journal effectively. With the assistance of AI, users can set goals that bring balance to various areas of their lives and receive journaling prompts to kickstart their writing journey. The application tracks and categorizes goals, provides suggestions for goal setting based on progress analysis, and offers journaling prompts to inspire users. Codlixe aims to be a growth companion for users, guiding them towards a more balanced and fulfilling life.

Scrabblecam is an AI-powered tool designed to help Scrabble players find the best moves by analyzing pictures of Scrabble boards. By simply taking a photo of the board, users can receive suggestions for optimal plays. The tool supports multiple game languages including English, French, and Italian, making it accessible to a wide range of players. Scrabblecam leverages AI technology to enhance the gaming experience and provide strategic insights to players of all skill levels.

HeyBeauty is an innovative AI-driven platform that revolutionizes the online shopping experience by offering a virtual dressing room powered by cutting-edge artificial intelligence technology. Users can try on clothes digitally, receive personalized style recommendations, and benefit from accurate size predictions, all from the comfort of their homes. HeyBeauty aims to make online shopping interactive, convenient, and tailored to individual preferences.

Clearmind is the world's first personalized AI therapy platform designed to measure and elevate emotional health. It offers proven and reliable AI therapy methods that cater to individual struggles by providing unique solutions based on real user experiences. The platform transforms thoughts into shareable art, helps users map their emotional journey, offers personalized mood-lifters, actionable steps, and hyper-personalized meditation experiences. Clearmind's AI therapist provides insightful chats, hidden emotional pattern discovery, and tailor-made strategies for well-being. The application adapts to users' personalities and offers mental health care that is accessible and affordable.

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.

NextThreeBooks.com is an AI-powered book recommendation platform that helps users find their perfect book match based on their reading preferences. Users can share their reading preferences with the AI-powered engine, which then provides personalized book suggestions tailored to their preferences. The platform uses GPT-3 to offer three carefully curated book recommendations with detailed explanations, making it easier for users to discover their next favorite read. NextThreeBooks.com has recommended books to users in over 80 countries and has been featured in various newsletters, building a growing community of readers.

The App Store by Apple is a trusted platform where users can discover and download a wide range of apps for their Apple devices. With nearly two million apps available worldwide, the App Store offers a curated selection of apps that are held to high standards for privacy, security, and content. Users can explore stories, collections, and in-app events, receive personalized suggestions, and enjoy a rich search experience. The platform prioritizes privacy and security, with stringent guidelines for app developers and a focus on user trust and safety. The App Store also emphasizes the seamless integration of hardware and software to enhance user experiences and offers secure payment technologies for safe transactions.

bestflights.ai is an AI-powered flight booking application that helps users find the best flight deals quickly and efficiently. By leveraging artificial intelligence algorithms, the application offers personalized flight recommendations based on user preferences and budget constraints. Users can simply input their travel details and receive instant suggestions for flights to various destinations worldwide. With a user-friendly interface and seamless booking process, bestflights.ai aims to simplify the flight booking experience for travelers.

VirtualFantasy.ai is an AI-powered virtual companion platform that utilizes advanced artificial intelligence algorithms to provide users with personalized assistance and companionship. The platform offers a wide range of features such as virtual conversations, emotional support, task reminders, entertainment recommendations, and personalized insights. VirtualFantasy.ai aims to enhance users' daily lives by offering a virtual companion that can engage in meaningful interactions and provide support whenever needed.

myEssai is an AI-powered essay tutor designed to assist users in improving their writing skills. The application utilizes artificial intelligence to provide personalized feedback on essays, helping users enhance their writing style, grammar, and overall quality. With myEssai, users can receive instant suggestions for improvement, learn from detailed analysis of their writing, and track their progress over time. Whether you are a student looking to enhance your academic writing or a professional seeking to improve your communication skills, myEssai offers a user-friendly platform to support your writing goals.

Designera is an AI-powered design tool that allows users to create design ideas specialized to their interior spaces in seconds. Users can upload images of their rooms, select room types and themes, and receive design suggestions tailored to their preferences. The tool provides a platform for users to explore creative design concepts and get inspired by a community of designers. Designera aims to simplify the design process and empower users to visualize and transform their living spaces with ease.

Find My Size is a web application that provides personalized size recommendations for exclusive deals at hundreds of top retailers. Users can input their measurements and preferences to receive tailored suggestions for clothing items that will fit them perfectly. The platform aims to enhance the online shopping experience by helping customers find the right size and style without the need for multiple returns. Find My Size collaborates with various retailers to offer a wide range of products across different categories, including active & sportswear, young contemporary, business & workwear, lingerie & sleepwear, outerwear, maternity wear, plus size apparel, and swimwear.

教えてAI byGMO is a Japanese portal site for generating prompts (instructions) for ChatGPT and Gemini-like generative AI. Users can input their desired tasks and receive prompt suggestions to use with AI tools. The site aims to provide a platform for creating effective prompts for communication with AI models, enabling users to easily interact with and utilize generative AI technology.

Postin is an AI-powered tool designed to help users write engaging and viral content for LinkedIn. With the ability to generate AI-driven posts, users can easily create professional and influential content that resonates with their audience. Postin offers a convenient pay-as-you-go model, allowing users to access 100 AI-generated posts for $24.95. By simply entering a post topic or draft, users can receive AI suggestions to enhance their writing. Developed by Claude 3.5, Postin is a valuable resource for individuals looking to boost their LinkedIn presence and create impactful posts effortlessly.

Wonderplan is the best AI trip planner and travel planner that helps users dream big and plan easy. It offers personalized travel recommendations, itinerary building, and trip planning services. Users can input their destination, dates, and preferences to receive tailored suggestions for activities and locations. Wonderplan utilizes AI technology to extract information from blogs and videos, curate exceptional travel experiences, and summarize global travel wisdom. The platform provides a user-friendly interface for seamless planning, routing, and visualization of travel plans.

DressMeUp is an AI-powered virtual dressing room platform that allows users to virtually try on dresses from the comfort of their own home. The platform offers personalized recommendations based on body shape and size, providing a seamless shopping experience with endless options to explore. Users can browse through an extensive collection of dresses, visualize their perfect fit, and receive tailored suggestions. DressMeUp aims to revolutionize the way people shop for clothing by leveraging AI technology to enhance the online shopping experience.

The website offers a service where users can have their resumes analyzed by an AI tool. Users can submit their resumes to receive feedback and suggestions for improvement. The AI tool evaluates various aspects of the resume, such as formatting, content, and keywords, to provide personalized recommendations. It aims to help individuals enhance their resumes and increase their chances of landing job interviews.

Delphi AI Developer is a plugin that enhances the Delphi IDE with AI capabilities from OpenAI, Gemini, and Groq APIs. It assists in code generation, refactoring, and speeding up development by providing code suggestions and predefined questions. Users can interact with AI chat and databases within the IDE, customize settings, and access documentation. The plugin is open-source and under the MIT License.

An integration for Home Assistant that leverages AI models to understand your unique home environment and propose intelligent automations. By analyzing your entities, devices, areas, and existing automations, the AI Automation Suggester helps you discover new, context-aware use cases you might not have considered, ultimately streamlining your home management and improving efficiency, comfort, and convenience. The tool acts as a personal automation consultant, providing actionable YAML-based automations that can save energy, improve security, enhance comfort, and reduce manual intervention. It turns the complexity of a large Home Assistant environment into actionable insights and tangible benefits.

avante.nvim is a Neovim plugin that emulates the behavior of the Cursor AI IDE, providing AI-driven code suggestions and enabling users to apply recommendations to their source files effortlessly. It offers AI-powered code assistance and one-click application of suggested changes, streamlining the editing process and saving time. The plugin is still in early development, with functionalities like setting API keys, querying AI about code, reviewing suggestions, and applying changes. Key bindings are available for various actions, and the roadmap includes enhancing AI interactions, stability improvements, and introducing new features for coding tasks.

Groq Cloud runs LLM models fast and cheap. Llama 3, Mixtrel, Gemma, and more at hundreds of tokens per second, at cents per million tokens.

Shell-AI (`shai`) is a CLI utility that enables users to input commands in natural language and receive single-line command suggestions. It leverages natural language understanding and interactive CLI tools to enhance command line interactions. Users can describe tasks in plain English and receive corresponding command suggestions, making it easier to execute commands efficiently. Shell-AI supports cross-platform usage and is compatible with Azure OpenAI deployments, offering a user-friendly and efficient way to interact with the command line.

This course has 18 lessons. Each lesson covers its own topic so start wherever you like! Lessons are labeled either "Learn" lessons explaining a Generative AI concept or "Build" lessons that explain a concept and code examples in both **Python** and **TypeScript** when possible. Each lesson also includes a "Keep Learning" section with additional learning tools. **What You Need** * Access to the Azure OpenAI Service **OR** OpenAI API - _Only required to complete coding lessons_ * Basic knowledge of Python or Typescript is helpful - *For absolute beginners check out these Python and TypeScript courses. * A Github account to fork this entire repo to your own GitHub account We have created a **Course Setup** lesson to help you with setting up your development environment. Don't forget to star (🌟) this repo to find it easier later. ## 🧠 Ready to Deploy? If you are looking for more advanced code samples, check out our collection of Generative AI Code Samples in both **Python** and **TypeScript**. ## 🗣️ Meet Other Learners, Get Support Join our official AI Discord server to meet and network with other learners taking this course and get support. ## 🚀 Building a Startup? Sign up for Microsoft for Startups Founders Hub to receive **free OpenAI credits** and up to **$150k towards Azure credits to access OpenAI models through Azure OpenAI Services**. ## 🙏 Want to help? Do you have suggestions or found spelling or code errors? Raise an issue or Create a pull request ## 📂 Each lesson includes: * A short video introduction to the topic * A written lesson located in the README * Python and TypeScript code samples supporting Azure OpenAI and OpenAI API * Links to extra resources to continue your learning ## 🗃️ Lessons | | Lesson Link | Description | Additional Learning | | :-: | :------------------------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------------------------------: | ------------------------------------------------------------------------------ | | 00 | Course Setup | **Learn:** How to Setup Your Development Environment | Learn More | | 01 | Introduction to Generative AI and LLMs | **Learn:** Understanding what Generative AI is and how Large Language Models (LLMs) work. | Learn More | | 02 | Exploring and comparing different LLMs | **Learn:** How to select the right model for your use case | Learn More | | 03 | Using Generative AI Responsibly | **Learn:** How to build Generative AI Applications responsibly | Learn More | | 04 | Understanding Prompt Engineering Fundamentals | **Learn:** Hands-on Prompt Engineering Best Practices | Learn More | | 05 | Creating Advanced Prompts | **Learn:** How to apply prompt engineering techniques that improve the outcome of your prompts. | Learn More | | 06 | Building Text Generation Applications | **Build:** A text generation app using Azure OpenAI | Learn More | | 07 | Building Chat Applications | **Build:** Techniques for efficiently building and integrating chat applications. | Learn More | | 08 | Building Search Apps Vector Databases | **Build:** A search application that uses Embeddings to search for data. | Learn More | | 09 | Building Image Generation Applications | **Build:** A image generation application | Learn More | | 10 | Building Low Code AI Applications | **Build:** A Generative AI application using Low Code tools | Learn More | | 11 | Integrating External Applications with Function Calling | **Build:** What is function calling and its use cases for applications | Learn More | | 12 | Designing UX for AI Applications | **Learn:** How to apply UX design principles when developing Generative AI Applications | Learn More | | 13 | Securing Your Generative AI Applications | **Learn:** The threats and risks to AI systems and methods to secure these systems. | Learn More | | 14 | The Generative AI Application Lifecycle | **Learn:** The tools and metrics to manage the LLM Lifecycle and LLMOps | Learn More | | 15 | Retrieval Augmented Generation (RAG) and Vector Databases | **Build:** An application using a RAG Framework to retrieve embeddings from a Vector Databases | Learn More | | 16 | Open Source Models and Hugging Face | **Build:** An application using open source models available on Hugging Face | Learn More | | 17 | AI Agents | **Build:** An application using an AI Agent Framework | Learn More | | 18 | Fine-Tuning LLMs | **Learn:** The what, why and how of fine-tuning LLMs | Learn More |

Obsidian Github Copilot Plugin is a tool that enables users to utilize Github Copilot within the Obsidian editor. It acts as a bridge between Obsidian and the Github Copilot service, allowing for enhanced code completion and suggestion features. Users can configure various settings such as suggestion generation delay, key bindings, and visibility of suggestions. The plugin requires a Github Copilot subscription, Node.js 18 or later, and a network connection to interact with the Copilot service. It simplifies the process of writing code by providing helpful completions and suggestions directly within the Obsidian editor.

NeoCodeium is a free AI completion plugin powered by Codeium, designed for Neovim users. It aims to provide a smoother experience by eliminating flickering suggestions and allowing for repeatable completions using the `.` key. The plugin offers performance improvements through cache techniques, displays suggestion count labels, and supports Lua scripting. Users can customize keymaps, manage suggestions, and interact with the AI chat feature. NeoCodeium enhances code completion in Neovim, making it a valuable tool for developers seeking efficient coding assistance.

Obsidian Weaver is a plugin that integrates ChatGPT/GPT-3 into the note-taking workflow of Obsidian. It allows users to easily access AI-generated suggestions and insights within Obsidian, enhancing the writing and brainstorming process. The plugin respects Obsidian's philosophy of storing notes locally, ensuring data security and privacy. Weaver offers features like creating new chat sessions with the AI assistant and receiving instant responses, all within the Obsidian environment. It provides a seamless integration with Obsidian's interface, making the writing process efficient and helping users stay focused. The plugin is constantly being improved with new features and updates to enhance the note-taking experience.

CodeGPT is an extension for JetBrains IDEs that provides access to state-of-the-art large language models (LLMs) for coding assistance. It offers a range of features to enhance the coding experience, including code completions, a ChatGPT-like interface for instant coding advice, commit message generation, reference file support, name suggestions, and offline development support. CodeGPT is designed to keep privacy in mind, ensuring that user data remains secure and private.

PR-Agent is a tool that helps to efficiently review and handle pull requests by providing AI feedbacks and suggestions. It supports various commands such as generating PR descriptions, providing code suggestions, answering questions about the PR, and updating the CHANGELOG.md file. PR-Agent can be used via CLI, GitHub Action, GitHub App, Docker, and supports multiple git providers and models. It emphasizes real-life practical usage, with each tool having a single GPT-4 call for quick and affordable responses. The PR Compression strategy enables effective handling of both short and long PRs, while the JSON prompting strategy allows for modular and customizable tools. PR-Agent Pro, the hosted version by CodiumAI, provides additional benefits such as full management, improved privacy, priority support, and extra features.

Swirl is an open-source software that allows users to simultaneously search multiple content sources and receive AI-ranked results. It connects to various data sources, including databases, public data services, and enterprise sources, and utilizes AI and LLMs to generate insights and answers based on the user's data. Swirl is easy to use, requiring only the download of a YML file, starting in Docker, and searching with Swirl. Users can add credentials to preloaded SearchProviders to access more sources. Swirl also offers integration with ChatGPT as a configured AI model. It adapts and distributes user queries to anything with a search API, re-ranking the unified results using Large Language Models without extracting or indexing anything. Swirl includes five Google Programmable Search Engines (PSEs) to get users up and running quickly. Key features of Swirl include Microsoft 365 integration, SearchProvider configurations, query adaptation, synchronous or asynchronous search federation, optional subscribe feature, pipelining of Processor stages, results stored in SQLite3 or PostgreSQL, built-in Query Transformation support, matching on word stems and handling of stopwords, duplicate detection, re-ranking of unified results using Cosine Vector Similarity, result mixers, page through all results requested, sample data sets, optional spell correction, optional search/result expiration service, easily extensible Connector and Mixer objects, and a welcoming community for collaboration and support.

Monacopilot is a powerful and customizable AI auto-completion plugin for the Monaco Editor. It supports multiple AI providers such as Anthropic, OpenAI, Groq, and Google, providing real-time code completions with an efficient caching system. The plugin offers context-aware suggestions, customizable completion behavior, and framework agnostic features. Users can also customize the model support and trigger completions manually. Monacopilot is designed to enhance coding productivity by providing accurate and contextually appropriate completions in daily spoken language.

PR-Agent is a tool designed to assist in efficiently reviewing and handling pull requests by providing AI feedback and suggestions. It offers various tools such as Review, Describe, Improve, Ask, Update CHANGELOG, and more, with the ability to run them via different interfaces like CLI, PR Comments, or automatically triggering them when a new PR is opened. The tool supports multiple git platforms and models, emphasizing real-life practical usage and modular, customizable tools.

Companion is an Obsidian plugin that adds an AI-powered autocomplete feature to your note-taking and personal knowledge management platform. With Companion, you can write notes more quickly and easily by receiving suggestions for completing words, phrases, and even entire sentences based on the context of your writing. The autocomplete feature uses OpenAI's state-of-the-art GPT-3 and GPT-3.5, including ChatGPT, and locally hosted Ollama models, among others, to generate smart suggestions that are tailored to your specific writing style and preferences. Support for more models is planned, too.

GhidrOllama is a script that interacts with Ollama's API to perform various reverse engineering tasks within Ghidra. It supports both local and remote instances of Ollama, providing functionalities like explaining functions, suggesting names, rewriting functions, finding bugs, and automating analysis of specific functions in binaries. Users can ask questions about functions, find vulnerabilities, and receive explanations of assembly instructions. The script bridges the gap between Ghidra and Ollama models, enhancing reverse engineering capabilities.

KaTrain is a tool designed for analyzing games and playing go with AI feedback from KataGo. Users can review their games to find costly moves, play against AI with immediate feedback, play against weakened AI versions, and generate focused SGF reviews. The tool provides various features such as previews, tutorials, installation instructions, and configuration options for KataGo. Users can play against AI, receive instant feedback on moves, explore variations, and request in-depth analysis. KaTrain also supports distributed training for contributing to KataGo's strength and training bigger models. The tool offers themes customization, FAQ section, and opportunities for support and contribution through GitHub issues and Discord community.

MSCCL++ is a GPU-driven communication stack for scalable AI applications. It provides a highly efficient and customizable communication stack for distributed GPU applications. MSCCL++ redefines inter-GPU communication interfaces, delivering a highly efficient and customizable communication stack for distributed GPU applications. Its design is specifically tailored to accommodate diverse performance optimization scenarios often encountered in state-of-the-art AI applications. MSCCL++ provides communication abstractions at the lowest level close to hardware and at the highest level close to application API. The lowest level of abstraction is ultra light weight which enables a user to implement logics of data movement for a collective operation such as AllReduce inside a GPU kernel extremely efficiently without worrying about memory ordering of different ops. The modularity of MSCCL++ enables a user to construct the building blocks of MSCCL++ in a high level abstraction in Python and feed them to a CUDA kernel in order to facilitate the user's productivity. MSCCL++ provides fine-grained synchronous and asynchronous 0-copy 1-sided abstracts for communication primitives such as `put()`, `get()`, `signal()`, `flush()`, and `wait()`. The 1-sided abstractions allows a user to asynchronously `put()` their data on the remote GPU as soon as it is ready without requiring the remote side to issue any receive instruction. This enables users to easily implement flexible communication logics, such as overlapping communication with computation, or implementing customized collective communication algorithms without worrying about potential deadlocks. Additionally, the 0-copy capability enables MSCCL++ to directly transfer data between user's buffers without using intermediate internal buffers which saves GPU bandwidth and memory capacity. MSCCL++ provides consistent abstractions regardless of the location of the remote GPU (either on the local node or on a remote node) or the underlying link (either NVLink/xGMI or InfiniBand). This simplifies the code for inter-GPU communication, which is often complex due to memory ordering of GPU/CPU read/writes and therefore, is error-prone.

AIS-catcher: A multi-platform AIS Receiver

The 'Taming LLMs' repository provides a practical guide to the pitfalls and challenges associated with Large Language Models (LLMs) when building applications. It focuses on key limitations and implementation pitfalls, offering practical Python examples and open source solutions to help engineers and technical leaders navigate these challenges. The repository aims to equip readers with the knowledge to harness the power of LLMs while avoiding their inherent limitations.

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