Aethros is a revolutionary healthcare web application that addresses one of humanity's greatest challenges: healthcare inequality affecting 3.5 billion people worldwide who lack access to specialist medical care. Our solution leverages Coral Protocol's multi-agent architecture to create an intelligent healthcare ecosystem that delivers World Health Organization-quality diagnostics using only basic web browsers and smartphone cameras. Our implementation showcases Coral's vision of collaborative AI agents working together to solve complex real-world problems. Each healthcare agent is discoverable through Coral Registry, enabling other developers to build upon our medical AI components while contributing to a growing ecosystem of healthcare solutions.

The retail sector faces significant challenges in creating personalized and engaging customer experiences at scale. Traditional methods of customer interaction, such as in-store assistance and generic online chatbots, fail to cater to individual customer needs. This leads to lost sales opportunities, decreased customer satisfaction, and limited insights into customer preferences. Retailers need an intelligent, scalable solution to provide real-time, personalized interactions that enhance customer engagement and optimize the sales process. Our solution is PersonaSell Retail AI, a personalized AI salesman powered by IBM Watsonx Assistant, designed to revolutionize the retail customer experience. By leveraging AI-driven personalization and automation, PersonaSell Retail AI tailors interactions to individual customer interests, offers smart recommendations, and executes actions such as scheduling, order placement, and upselling. This transforms how retailers engage with their customers, both online and offline.

SafeGuardian revolutionizes emergency management by connecting victims with rescuers through AI. Our platform features: Victim Client: Mobile app with AI chatbots using OpenAI's O1 and Gemini 1.5 for multi-step reasoning. Rescue Dashboard: Real-time mapping and resource optimization for responders. We integrate crowdsourced data, satellite imagery, and IoT sensors to provide unparalleled situational awareness. SafeGuardian is scalable, secure, and operates in low-bandwidth environments. Our AI-driven approach significantly reduces response times and optimizes resource allocation, ultimately saving more lives in disaster scenarios.

Through this exercise, we gained key insights into how propagating systems can improve patient care management, particularly with the FlagShip framework. FlagShip applies the principles of Uniqueness and Many Eyes to propagate 30 agents through time, enabling us to observe treatment outcomes. With MindsDB assigning precision care and Strawberry projecting outcomes, we can evaluate treatment effectiveness with high accuracy. The Principle of Uniqueness suggests that spatial points can be arranged in any configuration as long as each remains unique. Using this, we reduced our problem to a 90-vertex hypercube. MindsDB set the initial states, while Strawberry projected them to the final state across the vertices. This allowed us to simplify complex scenarios while maintaining the agents' unique characteristics. The Principle of Many Eyes asserts that knowing one aspect of a system allows insight into the entire system, thanks to symmetries in MD-space. Unlike traditional functions, which have one input and output, MD-systems generate multiple outputs from a single input. This enabled us to predict all 30 agents' outcomes simultaneously, making the care projection more efficient. As a result, Strawberry reliably indicated treatment effectiveness. In cases where the treatment was predicted to fail due to medication intolerance, this insight helped physicians avoid ineffective therapies and explore better alternatives or focus on improving the patient’s quality of life through traditional means. Conversely, when treatments were predicted to succeed, they could be confidently applied, ensuring favorable outcomes. This approach not only improves patient care but also reduces unnecessary costs from ineffective treatments. By using FlagShip’s predictive systems, we are advancing more personalized, cost-effective, and precise healthcare strategies.

AgriGuardAI is an innovative agricultural technology solution that leverages the power of IBM's watsonx.ai to revolutionize crop management and protection. This advanced system combines cutting-edge artificial intelligence with comprehensive data analysis to provide farmers with an unprecedented level of insight into potential risks facing their crops. By integrating location-specific information, real-time climate data, and detailed crop characteristics, AgriGuardAI creates a holistic view of each farm's unique ecosystem. The AI continuously monitors and analyzes this data, using predictive modeling to anticipate a wide range of threats, from pest infestations and disease outbreaks to extreme weather events. What sets AgriGuardAI apart is its ability to deliver timely, actionable intelligence. Farmers receive real-time alerts on their mobile devices or computers, warning them of impending risks and providing expert-developed strategies to mitigate these threats. This proactive approach allows for rapid response, potentially saving entire harvests from devastation. Beyond risk management, AgriGuardAI offers valuable insights for yield optimization. By analyzing historical data and current conditions, the system can recommend optimal planting times, irrigation schedules, and fertilizer applications tailored to specific crops and locations. AgriGuardAI empowers farmers to make data-driven decisions, ultimately leading to more resilient and productive agricultural practices. This smart farming solution represents a significant step towards sustainable agriculture in the face of changing climate patterns and increasing global food demand.​​​​​​​​​​​​​​​​

In our recent journey through two hackathons—Business Startup 1 and Codestral—we embarked on the challenge of introducing and developing the concept of a 2D Infinite Plane. While the initial idea showed promise, we encountered significant mathematical challenges that needed to be addressed in order to fully optimize our solutions. The key to overcoming these obstacles lay in refining the underlying mathematics, particularly in the realm of base conversion, where traditional methods proved inefficient. This hackathon provided the perfect platform to not only resolve these issues but also to pioneer an optimized approach that drastically enhances performance in large base systems. Our work led to a breakthrough that has profound implications for advanced data processing and natural language processing (NLP) tasks. The results of this hackathon have far exceeded our expectations. By successfully working out the necessary theorems and refining our mathematical approach, we discovered a novel base conversion method that utilizes subtraction instead of polynomial evaluation. This innovation resulted in an astonishing 31,000% efficiency gain, significantly reducing computational costs and improving performance in large base systems. The implications of this breakthrough are particularly relevant for tokenizers and other advanced data processing tasks, where the reduction in computational complexity enables faster and more efficient processing. Our work has not only optimized the handling of the 2D Infinite Plane but has also laid the groundwork for future advancements in NLP and data processing technologies. This hackathon has truly been a transformative experience, reinforcing the importance of deep mathematical understanding in driving technological innovation.

Resume building can be time-consuming and ineffective if not done correctly. Getting resumes through the ATS (Applicant Tracking System) requires a different approach, which the Falcon Song-Bird application addresses. Our application starts with an introduction to Falcon Songbird, providing an overview of its features and benefits. Next, the interactive Manual Resume Assistant helps you upload your resume and job description, create a summary, define job roles, identify keywords for technical skills, and update work history, education, and certifications. It also identifies missing skills for training purposes, writes a cover letter, and collects all materials for download. This system allows you to fine-tune a configuration file of algorithms for the next phase. The Automatic Resume Builder uses this configuration file to generate a polished resume tailored to your needs. The Course Creator develops a zero-to-hero course with 10 hands-on exercises to help you upgrade your skills. Finally, the Scoring Utility evaluates how well your resume matches the job description, providing a score, that highlights strengths and areas for improvement. From a business perspective, Falcon Songbird offers several benefits: Increased Efficiency: Automating the resume-building process saves time, allowing job seekers to focus more on their job search. Higher Success Rates: Advanced algorithms tailored to pass ATS filters increase the likelihood of your resume being seen by hiring managers. Skill Enhancement: The Course Creator identifies skill gaps and provides a structured learning path to bridge them. Customization: The Manual Resume Assistant and Automatic Resume Builder ensure unique and accurate resumes. Objective Evaluation: The Scoring Utility gives actionable insights to improve your resume. Overall, Falcon Songbird streamlines the resume-building process, increasing your chances of landing your desired job while enhancing your professional skills.

Interview Builder revolutionizes career preparation and document customization. Using the LangFlow interface, it analyzes job advertisements against user resumes to create job summaries, resume rubrics, personalized interview training programs, updated resumes, and tailored cover letters. This tool aims to streamline the job application process with strategic, personalized AI guidance. Features: Job Ad Summarization: Function: Extracts key information and requirements from job ads. Benefit: Provides concise summaries to help users quickly understand roles and identify critical skills. Resume Creation and Updating: Function: Compares resumes to job descriptions to identify strengths and improvements. Benefit: Suggests modifications to align skills with job requirements, enhancing resume relevance. Interview Training Programs: Function: Designs personalized training programs with practice questions and tips. Benefit: Helps users prepare effectively and boost interview confidence. Cover Letter Creation: Function: Assists in crafting tailored cover letters that highlight qualifications. Benefit: Ensures alignment with job descriptions and strengthens candidacy. Business Benefits: Efficiency: Saves time by providing concise job summaries and tailored documents. Personalization: Offers guidance to create standout applications. Preparedness: Equips users with strategies for successful interviews. Conclusion: Interview Builder enhances the job application process by providing strategic, personalized advice. It saves time and significantly increases the chances of securing job offers. Participants in the hackathon will contribute to a project with the potential to impact job seekers' success rates in a competitive market.

BuiltForHealth can Revolutionize your digital experience with our cutting-edge web application designed for seamless multimedia conversion. From image-to-text, voice-to-text , Visionary handles it all with unparalleled accuracy. Now introducing a groundbreaking feature tailored for the medical field : our AI powered webapp can extract critical information from X-rays as you can see in the video, paving the way for innovative healthcare solutions. Empower your medical analysis with BuiltForHealth, where technology meets efficiency. Let's see what happens when we change the healthcare for good and empower health for everyone.

🔧 Spend 10 days launching your startup! 🚀 Improve your prototype previously developed at hackathons. 🤜 Collaborate with peers or work independently throughout the Hackathon. 🤖 Gain complimentary access to learning resources about Generative AI models, AI Agents, and beyond. 🚀 Explore opportunities with GAIA Startup Accelerator for Hackathon victors. 🌍 Connect and innovate alongside a worldwide AI community!

⌚ Dive into a 48-hour journey of creativity. 🚀 Compete to craft an app supercharged by Llama 3. 🎓 Expert mentors will guide you every step of the way. 🏆 Win an opportunity to participate in the Lablab NEXT acceleration program, exciting cash prizes, credits, and gear from LlamaIndex, Together AI & Zilliz 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!

Create noteworthy apps with advanced reasoning across audio, vision, and text in real time with GPT-4o. 🕒 72 hours to complete the challenge 💡 Create revolutionary apps which use GPT-4o advanced features 🤝 Take part alone or form a team with other participants 🚀 Engage in a 3-day virtual development marathon and network with tech and business leaders 🏆 Win opportunity to participate in LabLab NEXT acceleration program