LazyNest is an AI-powered home-hunting assistant designed to solve the housing shortage challenge starting in the Netherlands, where over 400,000 homes are missing and buyers must act within hours to secure a viewing. Our system of intelligent agents continuously crawls property sites, filters listings based on personal criteria, scores them with AI, and instantly books viewings—giving house-seekers a real speed advantage in a hyper-competitive market. By automating the search and booking process, LazyNest reduces stress, saves time, and helps buyers beat the crowd. After launching in the Netherlands, we plan to scale across Europe and eventually worldwide, bringing fast, automated home discovery to millions of seekers each year. Users begin by answering a conversational, multi-step questionnaire that defines their ideal property criteria (location, budget, bedroom count, size, etc.). These criteria are then fed into an Opus-powered Crawler Workflow, which monitors real estate websites 24/7. When a matching listing appears, LazyNest instantly surfaces it through a clean, modern interface. With one click, users can book viewings for individual properties—or all matched properties at once. The Opus Booking Workflow handles the entire communication flow behind the scenes, ensuring users are among the first to request a viewing. LazyNest supports English and Dutch, features a responsive UI, and is engineered with a powerful server-centric architecture using Next.js Server Actions. While Genkit currently supports type definitions, the system is designed for future AI-driven enhancements like automated property summarization and smart input validation. * Technology & Category Tags Tech Stack: Next.js (App Router, Server Components) TypeScript Tailwind CSS shadcn/ui Opus Workflows (Crawler + Booking) Vercel Hosting Categories: Real Estate Tech AI Automation Productivity Workflow Automation Web Application Property Search Booking Systems

The open web is at a critical turning point. AI agents powered by large language models now browse and summarise web content at massive scale—hundreds of pages per second—yet generate no revenue for the publishers who create it. This silent extraction of value threatens the economic foundation of quality online content. Publishers face collapsing incentives: AI systems harvest their intellectual property without paying, eroding the motivation to keep information freely available. Without intervention, the open web risks fragmentation, as creators retreat behind paywalls or shut down entirely. WebFlow Protocol offers a bold solution. It introduces a decentralised micropayment system that allows AI agents to compensate publishers automatically and transparently. Each website adds a payment address to its robots.txt file. When an AI agent visits, it detects the address and triggers an instant micropayment before accessing content—frictionless and fair. A future authentication gateway will ensure only compliant agents receive access. The opportunity is enormous. The global digital advertising market surpassed $626 billion in 2023, with up to $120 billion in publisher revenue now vulnerable to AI-driven content scraping. As AI adoption accelerates, establishing a standard for ethical, compensated access is both urgent and achievable. WebFlow Protocol aligns the interests of publishers and AI developers, creating a sustainable ecosystem where innovation and fairness coexist. By embedding monetisation directly into web infrastructure, it ensures the creators who sustain the open web are rewarded in the AI era. The message is clear: we must evolve the web’s business model to preserve openness, diversity, and quality. Through WebFlow Protocol, we can keep the internet open—not just for people, but for the intelligent systems that increasingly shape our digital future.

𝗗𝗲𝗲𝗽𝗟𝗼𝘃𝗲 𝗔𝗜: 𝗥𝗲𝘃𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝗶𝘇𝗶𝗻𝗴 𝗠𝗼𝗱𝗲𝗿𝗻 𝗗𝗮𝘁𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗔𝗜 𝗗𝗲𝗲𝗽𝗟𝗼𝘃𝗲 𝗔𝗜 is an intelligent dating assistant designed to eliminate awkward silences, boost confidence, and enhance communication skills. The platform leverages cutting-edge AI models, including 𝗗𝗲𝗲𝗽𝗦𝗲𝗲𝗸 𝗥𝟭, 𝗢𝗽𝗲𝗻𝗔𝗜 𝗪𝗵𝗶𝘀𝗽𝗲𝗿 𝘃𝗶𝗮 𝗔𝗜/𝗠𝗟 𝗔𝗣𝗜 𝗸𝗲𝘆, and the 𝗟𝗟𝗮𝗠𝗔 𝗩𝗼𝗶𝗰𝗲 𝗠𝗼𝗱𝗲𝗹, to provide users with real-time conversation guidance, AI-driven flirting strategies, and safety insights. 🟢 𝗞𝗲𝘆 𝗙𝗲𝗮𝘁𝘂𝗿𝗲𝘀: 𝗔𝗜 𝗩𝗼𝗶𝗰𝗲 𝗔𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁 – Engage in seamless, natural conversations with AI-powered voice interaction. 𝗥𝗲𝗱 𝗙𝗹𝗮𝗴 𝗥𝗲𝗽𝗼𝗿𝘁 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻 – Detects potential risks in chats and provides detailed safety insights. 𝗥𝗲𝗮𝗹-𝗧𝗶𝗺𝗲 𝗗𝗮𝘁𝗶𝗻𝗴 𝗦𝗰𝗲𝗻𝗮𝗿𝗶𝗼 𝗦𝗶𝗺𝘂𝗹𝗮𝘁𝗼𝗿 – Helps users practice and refine their conversational skills in a risk-free environment. 𝗔𝗜 𝗙𝗹𝗶𝗿𝘁𝗶𝗻𝗴 𝗖𝗼𝗮𝗰𝗵 – Personalized coaching tailored to different dating styles, from playful banter to deep emotional connections. 𝗖𝗼𝗻𝗳𝗶𝗱𝗲𝗻𝗰𝗲 𝗕𝗼𝗼𝘀𝘁𝗲𝗿 – AI-driven training to help users overcome social anxiety and master real-life dating interactions. What sets 𝗗𝗲𝗲𝗽𝗟𝗼𝘃𝗲 𝗔𝗜 apart is its ability to adapt to different dating styles, offering personalized coaching and real-time assistance that ensures conversations stay engaging and effortless. The platform is deployed on Vercel, with a React.js frontend and Python-based AI processing, ensuring a smooth and responsive user experience. By combining AI-powered coaching, real-time feedback, and advanced conversational insights, 𝗗𝗲𝗲𝗽𝗟𝗼𝘃𝗲 𝗔𝗜 transforms dating into a stress-free, enjoyable experience, empowering users to communicate with confidence, detect red flags, and build meaningful connections. 🚀

Offline Edubot is a revolutionary AI-based tutor built to bridge the education gap in regions with poor or no internet connectivity. By leveraging preloaded content and advanced AI technologies like Natural Language Processing and Machine Learning, Offline Edubot delivers personalized learning experiences to students in remote or underserved communities. Designed to function entirely offline, this solution provides access to a wide range of subjects while adapting to each student's learning pace. With a focus on scalability, the platform plans to expand into multilingual support and integrate regional curricula to meet the needs of different countries. A key future goal for Offline Edubot is to integrate Wikipedia data into the chatbot, enabling users to access a vast library of knowledge offline. This enhancement will make the platform even more comprehensive, offering a wide range of educational resources without the need for internet connectivity. In addition, we plan to collaborate with governments and charitable organizations, adopting a sustainability model similar to Wikipedia’s, ensuring that education remains free and accessible to all. Whether it's supporting education during natural disasters or empowering adult learners in vocational training, Offline Edubot aims to become the go-to solution for offline learning, bringing education to every corner of the world. For the future we plan entirety of Wikipedia to be available. People can upload notebooks also

Flow LearningLab helps students by answering questions, providing explanations, and offering study recommendations based on their unique needs. It addresses the challenges students face, such as understanding complex materials and hesitancy in asking for help, by breaking down problems and adapting to each student’s learning style. The ultimate goal is to make high-quality, personalized tutoring accessible to every student, empowering them to overcome learning obstacles and achieve their full potential. By providing a safe, judgment-free learning environment, Flow LearningLab encourages students who might be shy or afraid of asking questions in traditional classroom settings to confidently seek the help they need. This transformative approach has the potential to revolutionize the educational experience, making personalized support a cornerstone of student success. An intelligent personal academic tutor that leverages Langflow, Vectara, and CustomGPT. This assistant is integrated with Azure endpoints to offer personalized, real-time academic support and guidance. Langflow structures the interaction logic, Vectara enhances query understanding and context, and CustomGPT provides a seamless, conversational interface

Universal Startup kit is designed to eliminate the initial setup hassles for hackathon teams and developers, the Universal Startup Kit streamlines the creation and management of essential resources through an intuitive Streamlit interface. Features: 🐈‍⬛ Creates Github Repo 👾 Creates Discord Server for your team 📝 Creates Trello Kanban Board to keep track of your tasks and progress 🙌 Adds Collaborators to your Github Repo and Trello Board Under Construction: 📅 Creates Schedule for your team using Google Sheets 🍹 Slack for your team Lablab.ai: This product would be highly beneficial to lablab.ai it would allow participants to setup easily and focus more on development, engagement and innovation and benefit the lablab brand. Users can quickly configure these tools by inputting their API keys once. The Universal Startup Kit not only helps teams start their projects faster but also supports them in maintaining focus on innovation and development tasks right from the onset. With its comprehensive feature set, the Universal Startup Kit is poised to become an indispensable asset for any team looking to optimize project setups and foster effective collaboration from day one

Powered by Agile Loop's Synapse Copilot. Universal Startup kit is designed to eliminate the initial setup hassles for hackathon teams and developers, the Universal Startup Kit streamlines the creation and management of essential resources through an intuitive Streamlit interface. Features: 🐈‍⬛ Creates Github Repo 👾 Creates Discord Server for your team 📝 Creates Trello Kanban Board to keep track of your tasks and progress 🙌 Adds Collaborators to your Github Repo and Trello Board Under Construction: * 📅 Creates Schedule for your team using Google Sheets * 🍹 Slack for your team Users can quickly configure these tools by inputting their API keys once. The Universal Startup Kit not only helps teams start their projects faster but also supports them in maintaining focus on innovation and development tasks right from the onset. Lablab.ai: This product would be highly beneficial to lablab.ai it would allow participants to setup easily and focus more on development, engagement and innovation and benefit the lablab brand. Agile Loop's Synapse Copilot: Besides hackathon participants the project scales to startup for projects in general for small and medium sized tech companies. with an estimated productivity market estimate of 146.62 billion estimated in 2031. Business model: Basic free with github creation + discord server for Individual Developer or small teams participating in Hackathon Premium Plan Include all basic features plus Trello Kanban board integration, Slack channel setup and Google Sheet Configuration Advanced Hackathon teams and Small-Medium Size companies $9.99/Month or $99/Year With its comprehensive feature set, the Universal Startup Kit is poised to become an indispensable asset for any team looking to optimize project setups and foster effective collaboration from day one

Introducing Ben Interactive Video: Revolutionizing Video Interaction for Benin and Beyond We are proud to present Ben Interactive Video, a cutting-edge product designed specifically for the Benin Multimodal AI Hackathon. Our innovative solution empowers users to interact with videos in their preferred language, saving time and breaking language barriers. Problem Statement: In today's digital age, accessing information and knowledge often requires understanding foreign languages. This can be a significant hurdle, especially for those who want to watch videos but struggle to comprehend the language. Long videos can be overwhelming, and finding specific information within them can be a tedious and time-consuming process. Solution: Ben Interactive Video tackles this problem head-on by providing a user-friendly platform where users can: - Select their preferred language: Choose from a range of languages, including Yoruba spoken in Benin. - Add a YouTube video link: Paste the link of the video you want to interact with. - Get transcription in their desired language: Our AI technology transcribes the video content into the user's chosen language. - Ask questions from the transcription: Use our AI-powered Q&A feature to quickly find specific information within the transcription, saving time and effort. Benefits for Benin and Beyond : Ben Interactive Video is specifically designed to cater to the needs of people in Benin, where language barriers can hinder access to information. Our product empowers users to engage with videos in their native language, promoting inclusivity and equal access to knowledge. With plans to expand to more languages, including French, Fon, and Dendi, Ben Interactive Video has the potential to make a significant impact globally. Our vision for Ben Interactive Video goes beyond the Benin Multimodal AI Hackathon. We aim to making it a go-to platform for video interaction and knowledge sharing worldwide.

Revolutionize your inter-departmental communication with Ticket AI, the AI Ticket Answering Tool. The Challenge: Slow and inefficient communication between departments wastes valuable time and resources. Redundant questions plague support teams, hindering productivity. Ticket AI is the Solution: Powered by GPT-4: Leverage the cutting-edge capabilities of GPT-4, a powerful AI language model, to understand and answer your support inquiries. Llama Index Integration: Tap into the vast knowledge base of the Llama index, ensuring access to a comprehensive pool of solutions. MongoDB for Scalability: Experience a robust and scalable solution built on MongoDB, empowering Ticket AI to handle your growing needs. Benefits of Ticket AI: - Faster Resolutions: Eliminate the back-and-forth between departments with instant, AI-powered answers. - Reduced Costs: Minimize wasted resources by deflecting repetitive questions with readily available solutions. - Increased Productivity: Empower your teams to focus on complex issues with AI handling routine inquiries. Improved Employee Satisfaction: Enhanced efficiency and faster resolutions lead to a happier and more productive workforce.

Join our $1,000,000+ startup challenge series powered by Surge ⏱️ 8 days to turn your idea, or existing product, into an investable demo. 📅 February 6 - 15, 2026 • Feb 6 - 14 (Online Phase) - Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on February 14th. • Feb 14 (On‑site Build Day) - Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Feb 15 (On‑site Demos & Awards) - Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. 🌟 Get feedback from startup mentors and technical experts. 📍 On-site Venue (Feb 14–15): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Join solo or with a team. New founders and existing startups are welcome. 🏆 $1,000,000+ in credits, token prizes, perks and funding opportunity. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Apply now to build, validate, and pitch with purpose.

Discover RAG: Enhance LLMs with fresh, trusted data using Retrieval-Augmented Generation (RAG). Vectara's Power: Explore Vectara, the all-in-one platform for innovative AI integration. Get Started: Dive into the week-long Hackathon Challenge and craft RAG-based applications. Choose Your Challenge: Opt for Customer Support, Legal Space, Financial Services, or Healthcare to showcase your skills. Join us in taking AI innovation to new heights.

Join the world’s first Custom GPTs Hackathon to create your own AI tools! Innovate with GPTs: Explore the possibilities of creating custom versions of ChatGPT for specific tasks or purposes. No Coding Required: Anyone can build their own GPT; coding skills are not necessary. Hands-on Experience: The primary benefit of this Hackathon is the opportunity to gain practical, hands-on experience with OpenAI's GPT technology. Educational Focus: Use this event as an educational journey to understand the capabilities and applications of GPTs.

🚀 Access Models with Clarifai Get access to advanced models released by OpenAI recently through Clarifai platform! Build with the Latest Technology Today - GPT-4(Vision), Assistants API, Text to Speech, GPT-4 Turbo, Image Generation DALL·E API!