Code Editor Extension Features The Code Editor Extension enhances coding by integrating an AI-powered chatbot, reducing context switching and improving workflow. Core Features 1. Chatbot Integration - Built-in AI chatbot provides instant assistance within the editor. 2. Context Awareness - Uses embeddings and vector databases for relevant responses. 3. Actions & Automation - Apply AI-suggested code changes with one click, execute terminal commands. Future Scope Context Aware Features 1. Git Integration - Enables natural language interaction, commit suggestions. 2. Internet Integration - Real-time access to documentation, Stack Overflow support. 3. Persistent Memory - Retains memory across sessions, recalls previous queries. 4. Codebase Database Connection - Intelligent query generation, AI-driven database insights. Editor Features 1. Auto Completion - Smart suggestions, reduces syntax errors. 2. Interactive Text Selection - Direct chat and editing on selected code. Documentation Features 1. Code Explainer - Visualizes codebases, auto-generates documentation. 2. AI Tutorial Generator - Creates project-specific tutorials. 3. Podcast Generation - Converts documentation into audio format. Advanced Features 1. Mobile Assistant - Voice interaction with the editor. 2. LLM Debugger - AI-driven issue identification and fixes. 3. Computer Automation - Automates code execution, system interactions. 4. Optimization Features - Multi-AI model support for performance tuning. Target Audience Developers & Teams – AI-assisted coding and collaboration. Maintainers – Code understanding and documentation. Tech Professionals – AI-driven optimization and workflow improvement. This extension revolutionizes coding, making development more efficient and streamlined.

**SkillBridge** is a cutting-edge web application designed to empower professionals and job seekers in their career journeys. Built using React.js for a seamless and dynamic user interface, Node.js for robust backend operations, and leveraging the power of the Gemma AI model, SkillBridge offers a personalized experience tailored to your career goals. This platform focuses on bridging the gap between where you are and where you aspire to be with these four transformative features: 1. **Mock Interview Generation**: SkillBridge crafts AI-driven mock interviews based on your resume, simulating real-world interview scenarios. This feature enables you to practice answering industry-specific questions, improve your confidence, and identify areas for improvement, ensuring you are well-prepared for your next opportunity. 2. **Resume Analysis and Feedback**: Your resume serves as the gateway to career opportunities, and SkillBridge ensures it stands out. The app provides a detailed analysis of your resume, highlighting strengths, identifying gaps, and offering actionable feedback. It also recommends relevant courses and certifications to enhance your qualifications and improve your chances of success. 3. **Skills Recommendation**: Stay ahead in the ever-evolving job market with personalized skill recommendations. SkillBridge analyzes your current skill set and aligns it with industry trends and your career aspirations. By focusing on in-demand skills, you can make informed decisions to upskill effectively. 4. **Career Path Suggestions**: Navigating your career can be challenging, but SkillBridge simplifies the process. By analyzing your qualifications, experiences, and goals, the app provides tailored suggestions for potential career paths, helping you make informed decisions about your professional journey.

Llama 3.2 AI Assistant is designed to simplify the complex process of completing USCIS forms by offering step-by-step guidance, clarifying legal terms, and detecting errors before submission. This tool is particularly beneficial for individuals facing language barriers or unfamiliarity with legal terminology, helping them avoid costly rejections and delays. In addition to its core functionalities, Llama 3.2 is equipped with assistive technology features that make it accessible to people with disabilities. These features include: Screen Reader Compatibility: Ensures that visually impaired users can navigate and interact with the form using text-to-speech technology. Voice Commands: Allows users with mobility impairments to complete forms hands-free. Customizable Text Display: Offers adjustable font sizes, color contrast settings, and magnification tools for users with low vision. Error Detection and Guidance: Flags incomplete sections and common mistakes to help users submit accurate forms. By providing these accessibility options, Llama 3.2 ensures that individuals with disabilities can complete immigration forms independently and confidently. Whether it's a person who struggles with reading due to dyslexia or someone who needs hands-free navigation due to a mobility impairment, Llama 3.2 makes the form-filling process inclusive for all users. With a pricing model starting at $0.99 per form, this AI assistant is both affordable and accessible to a wide range of users, empowering everyone—including those with disabilities—to navigate the complex USCIS system smoothly and efficiently.

Llamario is an advanced AI-driven application designed for content creation and image processing, utilizing cutting-edge models like Llama 3.2 11b and Llama 3-8b. It offers image recognition capabilities, analyzing uploaded images to generate detailed descriptions and insights. Beyond image analysis, Llamario excels in generating well-structured, high-quality written content for a variety of topics, from personal finance to technology trends. Its user-friendly interface and robust AI make it an ideal tool for both content creators and casual users seeking AI-generated insights and creativity. It uses llama 3.2-11b for getting breif description about images, and then uses llama3-8b model to get detailed description on that small description.

**Cultural Genie** is an innovative web application designed to bridge cultural gaps by offering users comprehensive translation services and valuable cultural insights. In a world that is becoming increasingly interconnected, understanding cultural nuances is vital for effective communication and meaningful interactions. The app allows users to input text in any language and select a target language for translation. Utilizing the advanced capabilities of the Groq API, Cultural Genie generates accurate translations while also providing cultural etiquette tips tailored to specific countries. These tips include essential information about greetings, dining customs, business norms, and other social behaviors that are crucial for navigating different cultures. Users can select from a variety of languages and countries, ensuring that the insights are relevant to their needs. The application is designed with a user-friendly interface, making it accessible to individuals from all backgrounds, whether they are travelers, business professionals, or anyone interested in expanding their cultural knowledge. Cultural Genie empowers users to not only understand the words but also the context behind them, fostering greater empathy and awareness in an increasingly globalized society. By combining translation with cultural insights, the app serves as a valuable resource for anyone looking to communicate effectively and respectfully across cultures.

Keeping global travel seamless to air travelers regardless of extreme weather conditions. Relaxed passengers, stress free airlines airport agents, and hotel agents. Passengers travel hassle-free even in bad winter weather conditions No head-ache for Airlines and Airline agents Overall smooth operating airport Happier people, happier countries, happier/friendlier world Leveraging IBM watsonx AI, Machine learning, Deep learning, especially IBM's Granite models(chat). There are many Advantages in using IBM's watsonx ai because it is not just many sets of LLMs, but IBM provides options to deploy the Machine learning models we generate on their IBM Cloud, allows integration of data from external sources, and much more.

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.

Medical App Medicano: Medicano is an advanced medical information application designed to enhance users' healthcare decisions through a range of comprehensive features. Our app provides a one-stop solution for accessing detailed medication information and health-related resources. Key Functionalities: 1. Medication Information: Offers detailed insights into various medications, including their uses, dosage, side effects, and pricing. Users can quickly find accurate and reliable information to make informed choices. 2. Symptom Checker and Disease Diagnosis: Helps users identify potential health conditions based on their symptoms. The integrated symptom checker provides preliminary diagnoses, guiding users toward appropriate care. 3. **Medicine Alternatives: Recommends alternative medications based on user input, including symptoms, ingredients, and price considerations. This feature helps users find suitable substitutes if their prescribed medication is unavailable or unsuitable. 4. Nearby Pharmacies: Locates and provides information on nearby pharmacies, including their locations and contact details. 5. Voice Integration: Users can search for medication information, check symptoms, and more, making the app more accessible and user-friendly. 6. Health and Disease-Related Blogs and Articles: Features a curated selection of blogs and articles on health and diseases, keeping users informed about the latest medical trends, health tips, and disease prevention strategies. Importance: Medicano plays a crucial role in empowering users with essential medical information and resources. By integrating advanced features like a symptom checker and medicine alternatives, the app supports users in managing their health more effectively. Its user-friendly design further enhance accessibility and convenience, making it an invaluable tool for everyday healthcare needs. Team Leader: Our dedicated team is led by Ahmad Raza. Linkedin : https://www.linkedin.com/in/mohAhmadRaza/

1. Optimised Prompt based on User's reuirement with simplicity and precision. User are asked to fill the answer based on the default questions like goals , interest and challenges faced, based on the mentioned criteria. Solution: It will be a prompt that gets generated along with the solution that is provided based on the tailored prompt. 2. In built AI application for Brainstorming - The AI will directly interact based on the prompt, it will be more refined and video link is also added. 3. Providing additional features like youtube links that are related to the topic of discussion - For every prompt answered, there will be a youtube link. Why you ask? We understood the Customer pain point where we felt that for certain propts for example: cooking having a video along with the videos would really help the customers to work on this with ease and confidence. 4. How does this bring value as a product and business: a) As a product - To provide an assistance for any kind of AI tools: as AI is available, but the instructions required to prompt the AI is not available. This is where Volund comes in. Avoiding reprtition prompts and instructions saving time and effort with additional links always helps in providing a good experience. b) As a business - We are able to include a large number of potential users that have not been included and building AI.With a growing market in AI, the dependency on right prompt with becomes very important to understand the intention of the user who is looking for solutions.

🔧 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 your product using Codestral, Mistral's first-ever open-weight generative AI model for code generation. 🕒 24 hours to complete the challenge. 💡 Implement any idea that uses Codestral at its core. 🤝 Take part alone or form a team with other participants. 🏆 Win an opportunity to participate in LabLab NEXT acceleration program