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AI Superior is a German-based AI services company focusing on end-to-end AI-based application development and AI consulting. We design and build web and mobile apps as well as custom software products that rely on complex machine learning and AI models and algorithms. Our Ph.D.-level Data Scientists and Software Engineers are ready to help you create your success story.

AI.gov is an official website of the United States government dedicated to making AI work for the American people. The site provides information on the actions taken by the Biden-Harris Administration to advance AI across the federal government, promote AI talent surge, and ensure the safe and trustworthy use of AI. It offers resources for AI research, education, and opportunities to bring AI skills to the U.S. The platform emphasizes the importance of harnessing the benefits of AI while mitigating its risks to benefit everyone.

The Center for a New American Security (CNAS) is a bipartisan, non-profit think tank that focuses on national security and defense policy. CNAS conducts research, analysis, and policy development on a wide range of topics, including defense strategy, nuclear weapons, cybersecurity, and energy security. CNAS also provides expert commentary and analysis on current events and policy debates.

Rize is an AI productivity coach that uses time tracking to improve your focus and build better work habits. It analyzes your activity to advise you in real-time on when to focus, when to take breaks, and when you're getting off track. Rize provides you with the tools to deepen your ability to focus, including app & website blocking, focus music, a more flexible Pomodoro timer, and in-depth, personalized metrics. It also helps you build better work habits by alerting you at the ideal time to take a break and offering screen-blocking features to ensure these breaks are truly effective.

AI Elon is an AI-powered chatbot that provides users with information and advice on a wide range of topics. The chatbot is powered by advanced machine learning algorithms and natural language processing techniques, which allow it to understand and generate human-like text. AI Elon is also capable of continual learning, which means that it can evolve and adapt over time, staying updated with the latest news, videos, articles, and datasets.

Relationship 2.0 is an AI-powered system designed to help individuals navigate through breakups, personal development, and rebuilding healthy relationships. By leveraging advanced AI technology, the platform offers personalized guidance, tailored plans, and expert advice to assist users in overcoming emotional challenges, understanding relationship dynamics, and fostering positive growth. Relationship 2.0 aims to provide a comprehensive solution for individuals seeking to improve themselves and reconnect with their ex-partners in a healthy and sustainable manner.

QOVES is a website that provides tools and advice to help people improve their looks. The website offers a variety of services, including facial analysis, hairline design, style advice, and Photoshop retouching. QOVES also has a blog with articles on a variety of topics related to beauty and aesthetics.

Ask LukeW is a platform where users can ask questions related to writings and presentations. The website provides a space for users to seek advice and guidance from Luke Wroblewski, an expert in the field. Users can post their queries and receive responses from LukeW and the community. It serves as a knowledge-sharing platform for individuals looking to improve their writing and presentation skills.

GPT-4 Consulting is an AI tool designed to provide business advice and consultation services. The platform utilizes advanced AI technology, specifically GPT-4, to offer tailored recommendations and insights for leveraging AI in business operations. Users can book consultations to receive personalized advice on various aspects of their business, from strategy development to implementation of AI solutions. The tool aims to help businesses optimize their processes, enhance decision-making, and stay competitive in the rapidly evolving digital landscape.

The Stack Overflow Blog is a platform that provides insights, updates, and discussions on various topics related to software development, technology, AI/ML, and career advice. It offers a space for developers and technologists to collaborate, share knowledge, and engage with the community. The blog covers a wide range of subjects, including product releases, podcast episodes, and industry trends. Users can explore articles, podcasts, and announcements to stay informed and connected with the tech community.

Betina is an AI-powered pet care specialist application that offers expert advice 24/7. It provides immediate guidance on pet health, behavior, nutrition, and well-being. With features like tailored pet training plans, instant pet care, pet insights, and personalized advice, Betina aims to cater to all pet owners' needs. Users can create a profile for their pets, ask questions, and discuss with Betina for specialized diagnosis and care. The application is designed to be more convenient, tailored, and available than traditional pet care resources.

Wardrobe AI is a personalized wardrobe advisor that uses AI to provide users with fashion recommendations based on their preferences and style. Users upload 10 images of themselves, configure their preferences, and receive personalized advice on a weekly basis. The AI analyzes the user's images and preferences to generate outfit recommendations that are tailored to their individual style.

The website is a blog by Ryan Robinson focused on teaching people how to start a blog, create great content, and make money online. Ryan shares his personal experiences and strategies for growing a profitable blog, offering advice on blogging, freelancing, business, hosting, podcasting, and writing. The site features free tools, courses, and resources for bloggers, freelancers, and entrepreneurs looking to build successful online businesses. Ryan also provides coaching, courses, and content marketing services to help individuals achieve their blogging goals and grow their businesses.

yourchat.ai is an AI messenger application that allows users to interact with AI characters like Monte, Greta, and Jesus. Users can chat, learn, get inspiration, and receive advice on various topics such as recipes, DIY, and more. Additionally, the application offers features like creating stunning images with PicassoME and chatting directly with AI idols. It aims to provide a platform for users to engage with AI technology in a fun and informative way.

NonprofitAMA is an AI chatbot designed to provide information and advice on various aspects of nonprofits, including leadership, management, governance, fundraising, marketing, and more. Users can ask questions and receive responses based on curated, high-quality resources. The chatbot aims to offer valuable insights and guidance to individuals involved in or interested in nonprofit organizations.

Computerworld is a technology news website that covers topics such as artificial intelligence, productivity software, Windows, Android, Apple, augmented reality, emerging technology, mobile, remote work, and operating systems. It provides news, reviews, how-tos, and analysis on the latest technology trends and products.

ZDNet is a technology news website that provides news, reviews, and advice on the latest innovations in the tech industry. It covers a wide range of topics, including artificial intelligence, cloud computing, digital transformation, energy, robotics, sustainability, transportation, and work life. ZDNet's mission is to help readers understand the latest trends and developments in the tech industry and to make informed decisions about how to use technology to improve their lives and businesses.

Conformity is an AI-powered platform designed to simplify compliance processes for businesses. It offers expert advice on compliance, personalized templates, and immediate responses to compliance questions. With CompliBot at its core, Conformity ensures businesses meet regulatory requirements effortlessly. The platform covers a wide range of compliance frameworks such as SOC 2, HIPAA, GDPR, and more, providing comprehensive support to users.

Rapid Muscle is a science-powered hypertrophy workout generator that offers a cutting-edge platform to accelerate muscle growth. It provides tools like the Hypertrophy Split Generator and Workout Tracker to optimize exercise selection, sequencing, and volume for physique development. The upcoming AI Personal Trainer chatbot enhances user experience by providing expert advice on training-related queries. Rapid Muscle aims to revolutionize hypertrophy programming by offering evidence-based solutions and eliminating contradictory influencer advice.

Vacay is a travel planning platform that uses artificial intelligence to create personalized itineraries for travelers. The platform offers a variety of features, including a chatbot that can answer questions and provide recommendations, an itinerary planner that can help users create and manage their trips, and a team of thematic advisors who can provide expert advice on specific destinations and travel styles. Vacay is designed to make travel planning easier and more efficient, and it offers a number of advantages over traditional travel search platforms, including the ability to understand and respond to natural language queries, the ability to provide personalized recommendations, and the ability to connect users directly with travel providers.

This project is an LLM-based Advanced Prompt Generator designed to automate the process of prompt engineering by enhancing given input prompts using large language models (LLMs). The tool can generate advanced prompts with minimal user input, leveraging LLM agents for optimized prompt generation. It supports gpt-4o or gpt-4o-mini, offers FastAPI & Docker deployment for efficiency, provides a Gradio interface for easy testing, and is hosted on Hugging Face Spaces for quick demos. Users can expand model support to offer more variety and flexibility.

OpenAIKit is a Swift package designed to facilitate communication with the OpenAI API. It provides methods to interact with various OpenAI services such as chat, models, completions, edits, images, embeddings, files, moderations, and speech to text. The package encourages the use of environment variables to securely inject the OpenAI API key and organization details. It also offers error handling for API requests through the `OpenAIKit.APIErrorResponse`.

Lantern is an open-source PostgreSQL database extension designed to store vector data, generate embeddings, and handle vector search operations efficiently. It introduces a new index type called 'lantern_hnsw' for vector columns, which speeds up 'ORDER BY ... LIMIT' queries. Lantern utilizes the state-of-the-art HNSW implementation called usearch. Users can easily install Lantern using Docker, Homebrew, or precompiled binaries. The tool supports various distance functions, index construction parameters, and operator classes for efficient querying. Lantern offers features like embedding generation, interoperability with pgvector, parallel index creation, and external index graph generation. It aims to provide superior performance metrics compared to other similar tools and has a roadmap for future enhancements such as cloud-hosted version, hardware-accelerated distance metrics, industry-specific application templates, and support for version control and A/B testing of embeddings.

Swarms provides simple, reliable, and agile tools to create your own Swarm tailored to your specific needs. Currently, Swarms is being used in production by RBC, John Deere, and many AI startups.

Awesome AI is a curated list of artificial intelligence resources including courses, tools, apps, and open-source projects. It covers a wide range of topics such as machine learning, deep learning, natural language processing, robotics, conversational interfaces, data science, and more. The repository serves as a comprehensive guide for individuals interested in exploring the field of artificial intelligence and its applications across various domains.

VectorFlow is an open source, high throughput, fault tolerant vector embedding pipeline. It provides a simple API endpoint for ingesting large volumes of raw data, processing, and storing or returning the vectors quickly and reliably. The tool supports text-based files like TXT, PDF, HTML, and DOCX, and can be run locally with Kubernetes in production. VectorFlow offers functionalities like embedding documents, running chunking schemas, custom chunking, and integrating with vector databases like Pinecone, Qdrant, and Weaviate. It enforces a standardized schema for uploading data to a vector store and supports features like raw embeddings webhook, chunk validation webhook, S3 endpoint, and telemetry. The tool can be used with the Python client and provides detailed instructions for running and testing the functionalities.

Hands-On Large Language Models is a repository containing code examples from the book 'The Illustrated LLM Book' by Jay Alammar and Maarten Grootendorst. The repository provides practical tools and concepts for using Large Language Models with over 250 custom-made figures. It covers topics such as language model introduction, tokens and embeddings, transformer LLMs, text classification, text clustering, prompt engineering, text generation techniques, semantic search, multimodal LLMs, text embedding models, fine-tuning representation models, and fine-tuning generation models. The examples are designed to be run on Google Colab with T4 GPU support, but can be adapted to other cloud platforms as well.

A collection of papers related to knowledge distillation of large language models (LLMs). The repository focuses on techniques to transfer advanced capabilities from proprietary LLMs to smaller models, compress open-source LLMs, and refine their performance. It covers various aspects of knowledge distillation, including algorithms, skill distillation, verticalization distillation in fields like law, medical & healthcare, finance, science, and miscellaneous domains. The repository provides a comprehensive overview of the research in the area of knowledge distillation of LLMs.

TriForce is a training-free tool designed to accelerate long sequence generation. It supports long-context Llama models and offers both on-chip and offloading capabilities. Users can achieve a 2.2x speedup on a single A100 GPU. TriForce also provides options for offloading with tensor parallelism or without it, catering to different hardware configurations. The tool includes a baseline for comparison and is optimized for performance on RTX 4090 GPUs. Users can cite the associated paper if they find TriForce useful for their projects.

Qwen is a series of large language models developed by Alibaba DAMO Academy. It outperforms the baseline models of similar model sizes on a series of benchmark datasets, e.g., MMLU, C-Eval, GSM8K, MATH, HumanEval, MBPP, BBH, etc., which evaluate the models’ capabilities on natural language understanding, mathematic problem solving, coding, etc. Qwen models outperform the baseline models of similar model sizes on a series of benchmark datasets, e.g., MMLU, C-Eval, GSM8K, MATH, HumanEval, MBPP, BBH, etc., which evaluate the models’ capabilities on natural language understanding, mathematic problem solving, coding, etc. Qwen-72B achieves better performance than LLaMA2-70B on all tasks and outperforms GPT-3.5 on 7 out of 10 tasks.

Airbroke is an open-source error catcher tool designed for modern web applications. It provides a PostgreSQL-based backend with an Airbrake-compatible HTTP collector endpoint and a React-based frontend for error management. The tool focuses on simplicity, maintaining a small database footprint even under heavy data ingestion. Users can ask AI about issues, replay HTTP exceptions, and save/manage bookmarks for important occurrences. Airbroke supports multiple OAuth providers for secure user authentication and offers occurrence charts for better insights into error occurrences. The tool can be deployed in various ways, including building from source, using Docker images, deploying on Vercel, Render.com, Kubernetes with Helm, or Docker Compose. It requires Node.js, PostgreSQL, and specific system resources for deployment.

The AI Scientist is a comprehensive system for fully automatic scientific discovery, enabling Foundation Models to perform research independently. It aims to tackle the grand challenge of developing agents capable of conducting scientific research and discovering new knowledge. The tool generates papers on various topics using Large Language Models (LLMs) and provides a platform for exploring new research ideas. Users can create their own templates for specific areas of study and run experiments to generate papers. However, caution is advised as the codebase executes LLM-written code, which may pose risks such as the use of potentially dangerous packages and web access.

Holloway's Upscaler is a consolidation of various compiled open-source AI image/video upscaling products for a CLI-friendly image and video upscaling program. It provides low-cost AI upscaling software that can run locally on a laptop, programmable for albums and videos, reliable for large video files, and works without GUI overheads. The repository supports hardware testing on various systems and provides important notes on GPU compatibility, video types, and image decoding bugs. Dependencies include ffmpeg and ffprobe for video processing. The user manual covers installation, setup pathing, calling for help, upscaling images and videos, and contributing back to the project. Benchmarks are provided for performance evaluation on different hardware setups.

ebook2audiobook is a CPU/GPU converter tool that converts eBooks to audiobooks with chapters and metadata using tools like Calibre, ffmpeg, XTTSv2, and Fairseq. It supports voice cloning and a wide range of languages. The tool is designed to run on 4GB RAM and provides a new v2.0 Web GUI interface for user-friendly interaction. Users can convert eBooks to text format, split eBooks into chapters, and utilize high-quality text-to-speech functionalities. Supported languages include Arabic, Chinese, English, French, German, Hindi, and many more. The tool can be used for legal, non-DRM eBooks only and should be used responsibly in compliance with applicable laws.

TinyTroupe is an experimental Python library that leverages Large Language Models (LLMs) to simulate artificial agents called TinyPersons with specific personalities, interests, and goals in simulated environments. The focus is on understanding human behavior through convincing interactions and customizable personas for various applications like advertisement evaluation, software testing, data generation, project management, and brainstorming. The tool aims to enhance human imagination and provide insights for better decision-making in business and productivity scenarios.

CodeTF is a Python transformer-based library for code large language models (Code LLMs) and code intelligence. It provides an interface for training and inferencing on tasks like code summarization, translation, and generation. The library offers utilities for code manipulation across various languages, including easy extraction of code attributes. Using tree-sitter as its core AST parser, CodeTF enables parsing of function names, comments, and variable names. It supports fast model serving, fine-tuning of LLMs, various code intelligence tasks, preprocessed datasets, model evaluation, pretrained and fine-tuned models, and utilities to manipulate source code. CodeTF aims to facilitate the integration of state-of-the-art Code LLMs into real-world applications, ensuring a user-friendly environment for code intelligence tasks.

Habitat-Sim is a high-performance physics-enabled 3D simulator with support for 3D scans of indoor/outdoor spaces, CAD models of spaces and piecewise-rigid objects, configurable sensors, robots described via URDF, and rigid-body mechanics. It prioritizes simulation speed over the breadth of simulation capabilities, achieving several thousand frames per second (FPS) running single-threaded and over 10,000 FPS multi-process on a single GPU when rendering a scene from the Matterport3D dataset. Habitat-Sim simulates a Fetch robot interacting in ReplicaCAD scenes at over 8,000 steps per second (SPS), where each ‘step’ involves rendering 1 RGBD observation (128×128 pixels) and rigid-body dynamics for 1/30sec.

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