Our project is an AI-powered compliance analysis system that leverages Coral v1 and the Mistral AI API to evaluate GitHub repositories for domain-specific rules and regulations. The system is designed with a modular architecture consisting of a frontend, backend, and intelligent agents that work together seamlessly. The frontend allows users to input a GitHub repository URL, which is then processed by the backend and routed to specialized agents. These agents, in collaboration with the Fire-Crawl agent, extract the repository’s structure, metadata, and domain-relevant information. The results are compiled into a detailed compliance report, ensuring accuracy, efficiency, and adaptability across various domains.

AGO webApp is an AI-powered chatbot designed to streamline project management by centralizing communication, automating routine tasks, and providing real-time insights. Acting as a single point of contact for team members, stakeholders, and collaborators, it answers inquiries about project objectives, development phases, budgets, and evaluation plans, ensuring clarity and efficiency. By integrating with project management tools, calendars, and email systems, AGO webApp simplifies scheduling, sends automated reminders, and provides status updates, reducing administrative workload and enhancing productivity. Its AI-driven natural language processing ensures a seamless, interactive experience, allowing users to quickly access relevant information without delays. Beyond communication, AGO webApp enhances decision-making through data-driven insights. It collects user feedback, generates reports, and provides analytics that help project managers track progress, identify bottlenecks, and optimize resource allocation. Its secure and scalable architecture makes it adaptable for projects of various sizes and complexities. With its ability to improve collaboration, automate repetitive tasks, and provide actionable insights, AGO webApp transforms project management, making workflows more efficient, communication more effective, and teams more productive.

### **AI-Powered Reverse Engineering Assistant** Businesses struggle to stay ahead due to long R&D cycles, high costs, and limited competitor insights. Our AI-powered reverse Engineering Assistant leverages IBM Granite AI and NLP to automate benchmarking, feature extraction, and innovation scoring, helping companies make data-driven decisions faster. ### **Key Features** #### 🔍 **Competitor Product Analysis** - Extracts specs, features, pricing, and feedback from manuals, reviews, patents, and datasheets. - Uses AI to highlight strengths, weaknesses, and innovation gaps. #### 📊 **AI-Powered Benchmarking** - Compares user products against competitors to find areas for improvement. - Analyzes key components, pricing strategies, and market trends. #### ⚙️ **Faster R&D Through Reverse Engineering** - Speeds up product development by analyzing competitors in real time. - Reduces trial-and-error with AI-driven prototyping insights. - Ensures compliance by focusing on publicly available data. ### **Industries That Benefit** ✅ **Consumer Electronics**: Smartphones, laptops, smart devices. ✅ **Automotive**: Vehicle features, safety, energy efficiency. ✅ **Pharmaceuticals**: Drug formulations, medical devices. ✅ **Manufacturing**: Machinery, production techniques. ✅ **Software & SaaS**: AI models, cloud platforms, enterprise apps. ### **Business Impact** ✅ Cuts R&D time by **50%**, accelerating innovation. ✅ Saves costs by providing **ready-to-use insights**. ✅ Enhances market competitiveness by aligning with trends. ✅ Reduces risk by avoiding investment in outdated features. ### **Conclusion** The AI-powered reverse Engineering Assistant helps businesses **innovate smarter** and outperform competitors. By integrating **IBM Granite AI**, it **automates competitor analysis**, making R&D **faster, smarter, and more cost-effective**. **Revolutionizing R&D with AI!**

Our project is an AI-driven assistant built using React, Python, and DeepSeek Groq API, featuring 7 specialized agents to enhance users' professional and personal lives. These agents include a Business Analyst for market insights, a Health Analyst for medical advice, and a News Fetcher for real-time updates on selected topics. The system empowers users by providing expert-driven insights, enabling informed decision-making in business, healthcare, and current affairs. Designed for efficiency, it ensures users stay ahead with crucial information, making it a valuable tool for entrepreneurs, professionals, and individuals seeking reliable, AI-powered guidance in their daily activities.

𝗛𝘂𝗺𝗮𝗻𝘀 𝗧𝗼 𝗠𝗮𝗿𝘀 is a comprehensive web application designed to bridge the gap between complex 𝗠𝗮𝗿𝘀 exploration 𝘥𝘢𝘵𝘢 and public understanding. The platform leverages advanced AI technology through the Groq API to provide users with an intelligent chatbot that offers expert knowledge about 𝘔𝘢𝘳𝘴 𝘢𝘯𝘥 𝘴𝘱𝘢𝘤𝘦 𝘦𝘹𝘱𝘭𝘰𝘳𝘢𝘵𝘪𝘰𝘯. 🟢 The application features multiple integrated 𝗰𝗼𝗺𝗽𝗼𝗻𝗲𝗻𝘁𝘀: • An AI Expert Chatbot powered by the 𝗱𝗲𝗲𝗽𝘀𝗲𝗲𝗸-r1-distill-llama-70b model, offering accurate and contextual responses about Mars • Real-time 𝗡𝗔𝗦𝗔 data integration showing current 𝗠𝗮𝗿𝘀 𝘄𝗲𝗮𝘁𝗵𝗲𝗿 conditions and the latest 𝗿𝗼𝘃𝗲𝗿 𝗽𝗵𝗼𝘁𝗼𝗴𝗿𝗮𝗽𝗵𝘀 • An interactive Mars facts section providing curated s𝗰𝗶𝗲𝗻𝘁𝗶𝗳𝗶𝗰 𝗶𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻 🟢 A 𝘀𝗽𝗮𝗰𝗲 𝗾𝘂𝗶𝘇 system for educational engagement What sets 𝗛𝘂𝗺𝗮𝗻𝘀 𝗧𝗼 𝗠𝗮𝗿𝘀 apart is its user-centric design, combining educational content with real scientific data from 𝗡𝗔𝗦𝗔 𝗔𝗣𝗜𝘀. The platform uses Streamlit for a responsive and intuitive interface, making complex space data accessible to users of all backgrounds. Whether you're a student, educator, or space enthusiast, 𝗛𝘂𝗺𝗮𝗻𝘀 𝗧𝗼 𝗠𝗮𝗿𝘀 provides a unique window into Mars exploration through interactive visualizations, AI-driven conversations, and engaging educational content. The project emphasizes both education and engagement, using modern web technologies to create an immersive learning experience about the Red Planet. By combining real-time data with artificial intelligence, 𝗛𝘂𝗺𝗮𝗻𝘀 𝗧𝗼 𝗠𝗮𝗿𝘀 creates a dynamic platform that evolves with the latest Mars discoveries and user interactions.

🕒You have 2 days to complete the challenge. Compete for exciting prizes and exclusive opportunities. It's an amazing opportunity to: 🚀 Compete to craft an app supercharged by IBM’s advanced AI models. 💰 Receive the necessary resources to kick off your app development. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!

🕒 Challenge submission deadline is October 11th 🚀 Develop groundbreaking AI audio solutions using ElevenLabs technology. 💰 $6,666 prize pool for the winners. 📅 Finalists present at the ML in PL conference in Warsaw on November 7th 🎁 Get a promo code worth $15 of AI/ML API credits

🚀 Unleash 10x Dev Speed with Replit & Cursor: Welcome to the Future of Coding. ⚡ Turbocharge your builds, prototypes, and launches with cutting-edge AI integration. 🤖 Master the power of Claude Sonnet’s LLM to streamline every step of your workflow. 🌌 Team up with visionary developers and create something extraordinary together. 📅 Secure your spot now and unlock the key to unstoppable efficiency!