Our AI Agent streamlines the entire customer-feedback lifecycle by transforming unstructured reviews into rapid, actionable workflows. It intelligently distinguishes technical issues from general support requests and routes them to the right teams without manual triage. Engineering teams receive clearly defined, priority-based Jira tasks, while customer support gets instantly generated Zendesk tickets—complete with customer notifications to close the communication loop. This automation reduces response time, prevents overlooked issues, and ensures every user concern is handled efficiently. By turning scattered customer feedback into structured, high-quality tasks, the agent empowers companies to improve product quality, boost customer satisfaction, and scale support operations effortlessly.

We built ShiftIQ because retail managers waste 35 hours weekly on manual scheduling, costing $50K/year in bad shifts. The real damage comes from overstaffing, understaffing, and putting the wrong person on the wrong task. The system works in three stages. Upload employee profiles and historical tasks - we embed them into Qdrant using sentence transformers (skills, certs, performance become semantic vectors). Create new tasks - Gemini 2.0 Flash analyzes complexity and estimates duration with confidence scores. Get matched employees - Qdrant's semantic search ranks candidates by skills, availability, and past performance. Opus workflows orchestrate the entire pipeline from intake to delivery. Tech stack: FastAPI backend with SQLAlchemy for persistence, Qdrant Cloud for vector search, Gemini 2.0 Flash for real-time analysis, Next.js 16 frontend with shadcn/ui, and Opus for workflow orchestration. Deploys to Railway (backend) and Vercel (frontend) with graceful degradation if services are down. What's different: the AI understands context. Semantic search catches patterns like "great at customer service but burns out on consecutive phone shifts." Gemini flags missing certifications or complexity mismatches before they're problems. Opus ensures reliable execution without manual babysitting. Current state: fully functional MVP with file uploads, task creation, AI matching, and schedule generation. Next steps: calendar export, mobile notifications, and multi-location sync for franchises.

The Watt-Wise Wizard is an AI-driven web application designed to help users make informed choices when selecting home appliances based on their energy consumption, cost-effectiveness, and personal preferences. As energy costs rise and environmental sustainability becomes increasingly important, this tool empowers users to reduce their energy consumption by selecting the most efficient appliances for their home. Key Features: Personalized Recommendations: Our AI agent customizes recommendations based on the user’s preferences, such as appliance type (e.g., refrigerator, washing machine, air conditioner), budget, energy rating, and other relevant factors. The AI model learns from user interactions over time, improving the accuracy of future suggestions and making the tool more responsive to individual preferences. Energy and Cost Efficiency: The tool not only provides information on appliances’ energy consumption (in watts or kilowatts) but also evaluates long-term cost savings associated with more efficient appliances. This allows users to weigh upfront costs against future savings, empowering them to make decisions that balance both financial and environmental benefits. Data-Driven Recommendations: By analyzing a comprehensive database of appliances, including information on power consumption, voltage, energy ratings, and features, the AI agent generates intelligent recommendations. It goes beyond simple rule-based filtering to rank appliances based on complex factors, such as energy usage patterns and real-world user reviews.

As we all know, YouTube is a platform that hosts millions of videos covering a wide range of topics and interests. However, one of the biggest barriers to accessing YouTube content is language. Not everyone is comfortable watching videos in a language that is not their own, which can lead to a feeling of exclusion and limit their ability to enjoy the vast range of content available on the platform. MULADIO is designed to address this issue by providing a platform that enables users to watch YouTube videos in their preferred language. By leveraging the power of Python Django, MULADIO makes it easy for users to transcribe and translate the audio of any YouTube video into the language of their choice. This innovative web application seeks to increase the accessibility of YouTube content by removing the language barrier, allowing users to enjoy videos from around the world in their native language. With MULADIO, content creators can expand their reach to a global audience, and users can discover new and exciting content without worrying about language barriers.

Imagine a world where legal consultations are not only accurate and efficient but also intuitive and accessible. A world where the power of cutting-edge technology meets the intricacies of law to provide you with the best legal counsel, right at your fingertips. Welcome to the world of Cohere and Qdrant - a revolutionary website that leverages the power of semantic search to provide unparalleled legal consultation services. Cohere and Qdrant is the embodiment of modern legal expertise. Built with a focus on providing customized and highly efficient solutions, this website uses state-of-the-art algorithms to understand and analyze complex legal matters. Through its innovative approach, Cohere and Qdrant brings together the best of legal expertise and technology to help individuals and businesses navigate the intricacies of law.

Smart Study is a cutting-edge web application designed for students, teachers, and anyone looking to enhance their learning experience. The app provides a unique and convenient way to test and evaluate your understanding of a specific topic or YouTube video. By generating multiple choice quizzes, users can quickly and easily assess their knowledge, retain information better, and identify areas that require further study. The app's interface is user-friendly and intuitive, making it easy for anyone to get started. To generate a quiz, simply input the text content or provide a link to the desired YouTube video. Smart Study will then extract the most important information and create a comprehensive quiz, complete with multiple choice questions and answers. This makes studying for exams, completing homework assignments, or just keeping your knowledge up-to-date more efficient and enjoyable. One of the most significant benefits of Smart Study is its ability to personalize the learning experience for each user. With the app's adaptive learning technology, the difficulty level of the quizzes adjusts based on the user's performance, ensuring that the user is always challenged and engaged. As a result, users can make faster progress and retain information better.

Our application aims to make it easier for users to find and access the information they need within the specified video. By using the Cohere API, we are able to perform advanced semantic searches that go beyond simple keyword matching, allowing users to find content relevant to their query in the specified video. Our application utilizes the Cohere API to locate and highlight the specific transcript within the video that matches their search. This makes it easier for users to quickly find and access the information they need, without having to manually search through the entire video. Overall, our application is a game-changer for anyone looking to find and access specific information within YouTube videos. Whether you're a student looking for a specific lecture, a researcher trying to locate a specific quote, or just someone looking for information on a particular topic, our application makes it easier than ever to find what you need.

🗓️ This will be a 7-day virtual hackathon from 13-20 January 💻 Access AI21 Labs' state-of-the-art language models to build innovative applications 🏆 Prizes and awards of up to $9000 API credits + $3500 cash 💡 Meet and learn from AI21 Labs and Lablab experts 👥 Join the community and find your team ✔️ All levels are welcome 📖 AI tutorials and mentors to help you ⭐ Receive a certificate of completion and Wordtune premium for submission 🐱‍💻 Sign up now! It’s free!

🗓️ This will be a 7-day virtual hackathon from 16-23 December 💻 Build AI application with the latest large language model-powered technology by Cohere 💡 Get the chance to work with the best AI professionals in the industry and learn from them ✔️Entry level = 0. You’ve just started with AI? Are you an experienced Data Scientist? Or maybe you are a Designer or Business Developer? Join us! We need your domain knowledge! 🐱‍💻 Register now and let's get started! It’s free!

🗓️ This 7-day virtual hackathon from January 27 to February 3 will be your time to shine! 💻 Construct AI apps with the latest LLM-powered technology from Cohere and try the newly released Multilingual Text Understanding model ✔️ There's no prerequisite level. Just starting out with AI? Or perhaps you're a veteran Data Scientist? A Designer? A Business Developer? We want you and your domain expertise! 🐱‍💻 Sign up now for free and let's get going!