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Rapid Editor is an advanced mapping tool that revolutionizes map editing by integrating cutting-edge technology and authoritative geospatial open data. It empowers OpenStreetMap mappers of all levels to quickly make accurate and fresh edits to maps. The tool saves users effort by tapping into open data and AI-predicted features to draw map geometry. With AI-analyzed satellite imagery, users get a high-level overview of unmapped areas globally. Rapid displays open map data and machine learning detections through an intuitive user interface, making mapping clear and simple. It is a valuable tool for humanitarian and community groups involved in mapping projects.

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BlockSurvey is a privacy-first AI-powered survey tool that empowers users to create surveys with confidence. It ensures data ownership, end-to-end encryption, and AI-driven efficiency, allowing users to get meaningful insights without compromising privacy. With features like anonymous surveys, adaptive questioning, and multilingual support, BlockSurvey offers a secure and user-friendly platform for survey creation and analysis.

TurboHire is a recruitment automation platform that provides a comprehensive suite of tools to streamline and enhance the entire recruitment process. It offers modules for candidate sourcing, talent screening, candidate engagement, interview automation, offer and onboarding, and recruitment analytics. TurboHire leverages artificial intelligence (AI) to automate various tasks, such as candidate scoring, pre-screening assessments, and interview scheduling. The platform integrates with leading HRMS systems and job boards, providing a seamless and efficient recruitment experience. TurboHire is trusted by over 120 companies across various industries, including IT, manufacturing, BFSI, and pharma.

SofaBrain is an AI interior design application that offers virtual home staging software, catering to interior designers, real estate agents, and homeowners. With the ability to redesign, virtually stage, or render any room in seconds, SofaBrain has been trusted by over 253,438 homeowners and professionals. The application allows users to upload property images, select from 20 different interior design styles, and transform spaces with AI technology. SofaBrain helps users save time and money by providing cost-effective and efficient interior design solutions. Users can tailor any space to their preferences, customize every aspect of a property, and receive smart room advice instantly. The application is suitable for interior designers, real estate agents, homeowners, and furniture stores, offering a perfect solution for everyone involved in the design and decoration process.

MechanicBotAI is an AI-powered application designed to help car owners diagnose issues with their vehicles quickly and accurately. By simply describing the problems they are experiencing, users can receive a precise diagnosis, saving time and money on unnecessary repairs. The app guides users through a simple 3-step process, tailored specifically to their car model, providing a user-friendly and personalized experience. MechanicBotAI aims to eliminate the guesswork involved in car maintenance and empower users to make informed decisions about their vehicle's health.

CostGPT is an AI application designed to simplify software project planning by providing comprehensive roadmaps that include detailed estimates like costs, features, sitemaps, and milestones. It offers a straightforward pricing model with no subscription fees and aims to help project managers, developers, business owners, and anyone involved in software project planning and execution to plan and manage their projects efficiently.

AutoPod is a suite of plug-ins for Adobe Premiere Pro that automates many of the time-consuming tasks involved in editing video podcasts and shows. With AutoPod, you can save hours of editing time each week, and get a finished edit that is ready to be published.

BugFree.ai is an AI-powered platform designed to help users practice system design and behavior interviews, similar to Leetcode. The platform offers a range of features to assist users in preparing for technical interviews, including mock interviews, real-time feedback, and personalized study plans. With BugFree.ai, users can improve their problem-solving skills and gain confidence in tackling complex interview questions.

Undress AI Pro is a controversial computer vision application that uses machine learning to remove clothing from images of people. It was based on deep learning and generative adversarial networks (GANs). The technology powering Undress AI and DeepNude was based on deep learning and generative adversarial networks (GANs). GANs involve two neural networks competing against each other - a generator creates synthetic images trying to mimic the training data, while a discriminator tries to distinguish the real images from the generated ones. Through this adversarial process, the generator learns to produce increasingly realistic outputs. For Undress AI, the GAN was trained on a dataset of nude and clothed images, allowing it to "unclothe" people in new images by generating the nudity.

Salam Chat is an AI-powered chatbot application designed to help users learn about Islam more easily. The chatbot provides citations to the Quran & Hadith, ensuring that all information has a reliable source. It features a halal filter to maintain the content within the scope of Islam. The project is volunteer-driven and open-source, aiming to involve engineers, designers, and Islamic scholars in its development. Salam Chat is a tool created by the Minority Think Tank Foundation to promote accurate and curated information about Islam.

Get-Headshot is an AI-powered headshot generator that provides professional-quality headshots at an affordable price. With Get-Headshot, you can create custom headshots in minutes, without the need for a photographer. Simply upload your photos, select your desired style, and let Get-Headshot's AI do the rest. Get-Headshot offers a variety of styles to choose from, so you can find the perfect look for your needs. And with its fast turnaround time, you'll have your headshots in no time.

Get-offer.me is an AI Interview Assistant application designed to help users excel in job interviews by providing real-time assistance with answers. The AI assistant supports over 20 languages and seamlessly integrates with various online meeting software. By offering live support, contextually appropriate responses, and boosting confidence, Get-offer.me aims to enhance users' interview performance and increase their chances of securing job offers.

Get On AI is a platform dedicated to providing artificial intelligence (AI) resources for businesses and entrepreneurs. The website aims to empower users by facilitating the adoption of AI, guiding them through identifying use cases, selecting the right tools, and integrating AI into their existing processes. Users can discover the exciting world of AI, learn how to harness its power for their business, and unleash their business's potential through AI implementation.

Otter.ai is an AI meeting assistant application that provides users with the ability to record audio, write notes, automatically capture slides, and generate meeting summaries. Users can collaborate with teammates in real-time, add comments, highlight key points, and assign action items. Otter.ai helps companies and organizations to write notes and summarize meetings 30 times faster. The application also offers features like automated slide capture and automated meeting notes, which can be connected to Google or Microsoft calendar to join and record meetings on platforms like Zoom, Microsoft Teams, and Google Meet. Otter.ai aims to streamline meeting processes and enhance productivity by leveraging AI technology.

Popmenu is an AI-powered marketing technology platform designed to help restaurants grow their business. It offers solutions such as website design, dynamic menu technology, online ordering, marketing automation, and AI phone answering. Popmenu aims to simplify restaurant operations, capture guest preferences, automate personalized marketing, and consolidate tools for better efficiency. With a focus on independent restaurants, quick service restaurants, hospitality groups, and full-service restaurants, Popmenu helps owners enhance customer service, improve margins, and attract more guests. The platform has received positive reviews from clients and is known for its exceptional customer service.

Mem is an AI notes app designed to keep users organized and efficient. It allows users to jot down notes without the need for manual organization, and utilizes AI technology to help users find and use their notes effectively. Mem offers features such as Mem Chat for personalized AI assistance, Related Notes for easy access to relevant information, AI-powered Collections for structured organization, and Smart Search for quick note retrieval. Trusted by leaders, Mem is used by entrepreneurs, executives, and creatives for various tasks such as drafting pitches, remembering networking details, and generating business ideas. With collaboration, quick search, offline access, and real-time syncing capabilities, Mem aims to be the ultimate AI thought partner for users.

MonAi is an AI-powered expense tracker that simplifies the process of tracking expenses by allowing users to input expenses in a conversational manner, similar to sending a voice message to a friend. The AI technology automatically categorizes the expenses, generates a short description, and records the amount. Users can easily confirm and save the information without the need for logging in. The data is securely stored in the user's private iCloud account, ensuring privacy and security. Additionally, MonAi enables users to share and collaborate on expense tracking. Overall, MonAi streamlines expense management through intuitive AI capabilities.

Blaze is an AI-powered content creation platform that helps users generate personalized social media posts, blogs, newsletters, and websites in their brand voice and style. It offers features like AI Brand Voice, AI Blog Post Generator, AI Background Remover, and more. Users can collaborate in real-time, schedule posts, and analyze content performance. Blaze aims to simplify content creation and marketing efforts for individuals and teams across various industries.

Success.ai is an AI-powered platform designed to help businesses unlock hypergrowth by providing solutions for lead generation, email outreach, warm-up services, and advanced AI writing. The platform offers unlimited email sending accounts, warm-up tools, and AI-powered email writing capabilities to supercharge growth and maximize efficiency. With a focus on B2B lead generation, Success.ai enables users to access a vast database of over 700 million verified prospects, personalize email campaigns using AI, and streamline lead responses for increased deal closures. The platform also offers advanced analytics, inbox rotation, and email validation features to optimize email marketing strategies and ensure high deliverability rates.

CSGHub is an open source, trustworthy large model asset management platform that can assist users in governing the assets involved in the lifecycle of LLM and LLM applications (datasets, model files, codes, etc). With CSGHub, users can perform operations on LLM assets, including uploading, downloading, storing, verifying, and distributing, through Web interface, Git command line, or natural language Chatbot. Meanwhile, the platform provides microservice submodules and standardized OpenAPIs, which could be easily integrated with users' own systems. CSGHub is committed to bringing users an asset management platform that is natively designed for large models and can be deployed On-Premise for fully offline operation. CSGHub offers functionalities similar to a privatized Huggingface(on-premise Huggingface), managing LLM assets in a manner akin to how OpenStack Glance manages virtual machine images, Harbor manages container images, and Sonatype Nexus manages artifacts.

Ianvs is a distributed synergy AI benchmarking project incubated in KubeEdge SIG AI. It aims to test the performance of distributed synergy AI solutions following recognized standards, providing end-to-end benchmark toolkits, test environment management tools, test case control tools, and benchmark presentation tools. It also collaborates with other organizations to establish comprehensive benchmarks and related applications. The architecture includes critical components like Test Environment Manager, Test Case Controller, Generation Assistant, Simulation Controller, and Story Manager. Ianvs documentation covers quick start, guides, dataset descriptions, algorithms, user interfaces, stories, and roadmap.

CredSweeper is a tool designed to detect credentials like tokens, passwords, and API keys in directories or files. It helps users identify potential exposure of sensitive information by scanning lines, filtering, and utilizing an AI model. The tool reports lines containing possible credentials, their location, and the expected type of credential.

HAMi is a Heterogeneous AI Computing Virtualization Middleware designed to manage Heterogeneous AI Computing Devices in a Kubernetes cluster. It allows for device sharing, device memory control, device type specification, and device UUID specification. The tool is easy to use and does not require modifying task YAML files. It includes features like hard limits on device memory, partial device allocation, streaming multiprocessor limits, and core usage specification. HAMi consists of components like a mutating webhook, scheduler extender, device plugins, and in-container virtualization techniques. It is suitable for scenarios requiring device sharing, specific device memory allocation, GPU balancing, low utilization optimization, and scenarios needing multiple small GPUs. The tool requires prerequisites like NVIDIA drivers, CUDA version, nvidia-docker, Kubernetes version, glibc version, and helm. Users can install, upgrade, and uninstall HAMi, submit tasks, and monitor cluster information. The tool's roadmap includes supporting additional AI computing devices, video codec processing, and Multi-Instance GPUs (MIG).

MegaDetector is an AI model that identifies animals, people, and vehicles in camera trap images (which also makes it useful for eliminating blank images). This model is trained on several million images from a variety of ecosystems. MegaDetector is just one of many tools that aims to make conservation biologists more efficient with AI. If you want to learn about other ways to use AI to accelerate camera trap workflows, check out our of the field, affectionately titled "Everything I know about machine learning and camera traps".

Flyte is an open-source orchestrator that facilitates building production-grade data and ML pipelines. It is built for scalability and reproducibility, leveraging Kubernetes as its underlying platform. With Flyte, user teams can construct pipelines using the Python SDK, and seamlessly deploy them on both cloud and on-premises environments, enabling distributed processing and efficient resource utilization.

OpenDevin is an open-source project aiming to replicate Devin, an autonomous AI software engineer capable of executing complex engineering tasks and collaborating actively with users on software development projects. The project aspires to enhance and innovate upon Devin through the power of the open-source community. Users can contribute to the project by developing core functionalities, frontend interface, or sandboxing solutions, participating in research and evaluation of LLMs in software engineering, and providing feedback and testing on the OpenDevin toolset.

DocsGPT is an open-source documentation assistant powered by GPT models. It simplifies the process of searching for information in project documentation by allowing developers to ask questions and receive accurate answers. With DocsGPT, users can say goodbye to manual searches and quickly find the information they need. The tool aims to revolutionize project documentation experiences and offers features like live previews, Discord community, guides, and contribution opportunities. It consists of a Flask app, Chrome extension, similarity search index creation script, and a frontend built with Vite and React. Users can quickly get started with DocsGPT by following the provided setup instructions and can contribute to its development by following the guidelines in the CONTRIBUTING.md file. The project follows a Code of Conduct to ensure a harassment-free community environment for all participants. DocsGPT is licensed under MIT and is built with LangChain.

Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency. It helps users improve AI output quality through data quality, take control of their data and models, and improve efficiency by quickly iterating on the right data and models. Argilla is an open-source community-driven project that provides tools for achieving and maintaining high-quality data standards, with a focus on NLP and LLMs. It is used by AI teams from companies like the Red Cross, Loris.ai, and Prolific to improve the quality and efficiency of AI projects.

LLMOps Duke AIPI is a course focused on operationalizing Large Language Models, teaching methodologies for developing applications using software development best practices with large language models. The course covers various topics such as generative AI concepts, setting up development environments, interacting with large language models, using local large language models, applied solutions with LLMs, extensibility using plugins and functions, retrieval augmented generation, introduction to Python web frameworks for APIs, DevOps principles, deploying machine learning APIs, LLM platforms, and final presentations. Students will learn to build, share, and present portfolios using Github, YouTube, and Linkedin, as well as develop non-linear life-long learning skills. Prerequisites include basic Linux and programming skills, with coursework available in Python or Rust. Additional resources and references are provided for further learning and exploration.

Distilabel is a framework for synthetic data and AI feedback for AI engineers that require high-quality outputs, full data ownership, and overall efficiency. It helps you synthesize data and provide AI feedback to improve the quality of your AI models. With Distilabel, you can: * **Synthesize data:** Generate synthetic data to train your AI models. This can help you to overcome the challenges of data scarcity and bias. * **Provide AI feedback:** Get feedback from AI models on your data. This can help you to identify errors and improve the quality of your data. * **Improve your AI output quality:** By using Distilabel to synthesize data and provide AI feedback, you can improve the quality of your AI models and get better results.

Pixeltable is a Python library designed for ML Engineers and Data Scientists to focus on exploration, modeling, and app development without the need to handle data plumbing. It provides a declarative interface for working with text, images, embeddings, and video, enabling users to store, transform, index, and iterate on data within a single table interface. Pixeltable is persistent, acting as a database unlike in-memory Python libraries such as Pandas. It offers features like data storage and versioning, combined data and model lineage, indexing, orchestration of multimodal workloads, incremental updates, and automatic production-ready code generation. The tool emphasizes transparency, reproducibility, cost-saving through incremental data changes, and seamless integration with existing Python code and libraries.

RWKV is an RNN with Transformer-level LLM performance, which can also be directly trained like a GPT transformer (parallelizable). And it's 100% attention-free. You only need the hidden state at position t to compute the state at position t+1. You can use the "GPT" mode to quickly compute the hidden state for the "RNN" mode. So it's combining the best of RNN and transformer - **great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding** (using the final hidden state).

skpro is a library for supervised probabilistic prediction in python. It provides `scikit-learn`-like, `scikit-base` compatible interfaces to: * tabular **supervised regressors for probabilistic prediction** \- interval, quantile and distribution predictions * tabular **probabilistic time-to-event and survival prediction** \- instance-individual survival distributions * **metrics to evaluate probabilistic predictions** , e.g., pinball loss, empirical coverage, CRPS, survival losses * **reductions** to turn `scikit-learn` regressors into probabilistic `skpro` regressors, such as bootstrap or conformal * building **pipelines and composite models** , including tuning via probabilistic performance metrics * symbolic **probability distributions** with value domain of `pandas.DataFrame`-s and `pandas`-like interface

ReductStore is a high-performance time series database designed for storing and managing large amounts of unstructured blob data. It offers features such as real-time querying, batching data, and HTTP(S) API for edge computing, computer vision, and IoT applications. The database ensures data integrity, implements retention policies, and provides efficient data access, making it a cost-effective solution for applications requiring unstructured data storage and access at specific time intervals.

The AI Engineering Hub is a repository that provides in-depth tutorials on LLMs and RAGs, real-world AI agent applications, and examples to implement, adapt, and scale in projects. It caters to beginners, practitioners, and researchers, offering resources for all skill levels to experiment and succeed in AI engineering.

Generative AI for Beginners .NET is a hands-on course designed for .NET developers to learn how to build Generative AI applications. The repository focuses on real-world applications and live coding, providing fully functional code samples and integration with tools like GitHub Codespaces and GitHub Models. Lessons cover topics such as generative models, text generation, multimodal capabilities, and responsible use of Generative AI in .NET apps. The course aims to simplify the journey of implementing Generative AI into .NET projects, offering practical guidance and references for deeper theoretical understanding.

fAIr is an open AI-assisted mapping service developed by the Humanitarian OpenStreetMap Team (HOT) to improve mapping efficiency and accuracy for humanitarian purposes. It uses AI models, specifically computer vision techniques, to detect objects like buildings, roads, waterways, and trees from satellite and UAV imagery. The service allows OSM community members to create and train their own AI models for mapping in their region of interest and ensures models are relevant to local communities. Constant feedback loop with local communities helps eliminate model biases and improve model accuracy.

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.

Open-LLM-VTuber is a project in early stages of development that allows users to interact with Large Language Models (LLM) using voice commands and receive responses through a Live2D talking face. The project aims to provide a minimum viable prototype for offline use on macOS, Linux, and Windows, with features like long-term memory using MemGPT, customizable LLM backends, speech recognition, and text-to-speech providers. Users can configure the project to chat with LLMs, choose different backend services, and utilize Live2D models for visual representation. The project supports perpetual chat, offline operation, and GPU acceleration on macOS, addressing limitations of existing solutions on macOS.

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