Action Planner AI is an intelligent multi-agent system that transforms how projects move from concept to launch. Powered by GPT-5 for advanced reasoning and LangChain for orchestration, it unites three core agents—Researcher, Planner, and Producer—into a seamless pipeline. The Researcher surfaces credible insights, risks, and references in seconds. The Planner structures milestones and workflows. The Producer converts these into tangible outputs such as blogs, landing pages, GitHub starter kits, YouTube scripts, and campaigns. Together, they eliminate tool fragmentation and deliver ready-to-publish assets in one flow. We validated GPT-5’s potential by testing its reasoning depth, cross-agent collaboration, and asset creation across creative and technical tasks. Using JSON handoffs and LangGraph-powered orchestration, Action Planner ensures precision, cohesion, and reliability in multi-agent communication—avoiding the “hallucination handoffs” common in AI pipelines. Unlike competitors like Copy.ai, Perplexity, Webflow, or vidIQ, which focus on narrow functions, Action Planner AI integrates research, planning, and production into a single ecosystem. It produces not only marketing copy or layouts but an entire launch strategy—credible research, structured milestones, optimized landing pages, cross-channel content, and repositories. This all-in-one approach reduces tool fatigue, saves cost (users avoid paying $100+ monthly for multiple tools), and empowers both creators and innovators to focus on vision rather than mechanics. Built with GPT-5, LangChain, LangGraph, and a Streamlit UI, our platform is scalable and intuitive, designed for the booming creator economy and technical innovators alike. Our vision extends beyond the hackathon: advanced customization, global multi-language support, direct publishing integrations, and vertical modules for domains like e-commerce and software development. Action Planner AI = More Value, Less Cost, Complete Innovation.

LaunchReady AI is a cutting-edge AI-driven space mission assistant that enhances mission planning, resource optimization, and communication for astronauts and space agencies. Powered by multi-agent AI models (LLaMA 3.3 Versatile), it streamlines fuel & power allocation, real-time data transmission, and supply chain logistics to prevent costly inefficiencies. With AI-powered automation, LaunchReady AI ensures faster mission readiness, reduces human error, and optimizes decision-making in deep-space exploration. It’s built using Streamlit, Groq API, and cloud-based infrastructure to provide real-time mission support. A must-have AI tool for NASA, SpaceX, and private space firms revolutionizing interplanetary travel! 🚀

The application utilises the Llama-3.3-70b-versatile model for analysis of the upload and download speeds, along with latency and bandwidth of a given region, and predicting the development score based on these parameters. The model further builds on it by suggesting improvements based on priority and condition of network in that region, while also providing detailed steps on how to achieve the desired target. RAG was implemented in order to enhance the performance of the model, which added great value in the performance of the model and helped us achieve much accurate and relevant results. CSV file with over 13000 unique instances of data was utilised for tuning the model for accurate results.

Fitness Pro is an innovative platform designed by Tech Weavers, aimed at revolutionizing personal fitness and health through O1-mini and many other sub models. Recognizing the unique needs of individuals, our application offers personalized nutrition plans, tailored exercise routines, and daily health tips, all customized to align with the user's specific health conditions and fitness goals. Whether you are a diabetic requiring careful dietary monitoring, a gym enthusiast aiming for muscle gain, or an aspiring athlete needing specialized training, FitFuel Pro provides precise guidance. We trained o1-mini through 30 entries to give more efficient results as per the goal and make sure that every recommendation is data-driven, enhancing the effectiveness of diet and exercise regimens. This tailored approach not only helps individuals meet their health and fitness objectives but also empowers them to maintain a balanced and healthy lifestyle.

Smartstudy is the next student companion! It is an AI-powered application, which has the following capabilities: - Summarise content - Generate questions and answers from given content - Generate quizzes - Explain and debug code The application utilises the Granite model to provide these services. Tuning to specific prompts and datasets has allowed better and relevant performance, along with a robust UI, where Python has been utilised to give the user a simple but rich experience while accessing the application. In order to connect the application to relevant models, Python has been utilised for data handling and transfer. The ability of the application to read different files, as well as code debugging and generation make it a complete package, with options of quiz generation making it a complete preparation package. Future goals with respect to this application include adding features that enhance user experience, such as text-to-speech generation, multi lingual capabilities and diagram generation to name a few.

Find and Speak offers an interactive and effective Scavenger Hunt game that is specifically designed to enhance language understanding and expression in young students. As a speech therapist, you can leverage this game as a Remote Therapeutic Monitoring (RTM) solution to support your therapy plans and track your patients' progress in a fun, engaging way. How It Works: 1. Interactive Language Practice: The Scavenger Hunt game provides students with verbal prompts to find specific objects in their environment (e.g., "Find something that is red," or "Find something that makes a noise"). This task encourages active listening and comprehension as students process and respond to the instructions. After identifying the object, students are prompted to verbally describe what they found. This practice helps in improving their articulation, vocabulary, and ability to express themselves clearly. 2. Tailored Feedback and Reinforcement: The app uses voice recognition to assess the student’s responses and provides immediate feedback. This feedback is crucial in reinforcing correct language use and gently correcting any errors, which can be particularly beneficial for students with speech delays or other language challenges. The game’s structure allows for repeated practice in a low-pressure, enjoyable setting, which helps in building the student’s confidence and language skills over time.

Code Sculptor is designed to streamline the software development process by leveraging AI to handle common coding challenges. It supports multiple programming languages, including Python, C++, C, C#, Java, and JavaScript. The tool offers functionality to debug code, ensuring it is error-free before proceeding to analyze and refactor it. By automating these processes, Code Sculptor minimizes manual effort, reduces the likelihood of errors, and maintains consistent code quality. It provides detailed analysis and refactoring suggestions, ensuring that code is not only functional but also optimized for readability and performance. This makes Code Sculptor an essential tool for developers aiming to improve efficiency and code standards in their projects.

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

• 🕒 24 hours of commitment • 🤝 Take part alone or form a team with other participants • 🚀 Learn to create your own basic app with CustomGPTs, or try the open-source alternative from LangChain • 🧑🏻‍💻 Even without coding knowledge, you can easily create your own GPT. However, if you're familiar with coding, you can leverage it to enhance your custom GPT and take it to new heights of performance

🚀 Tap into OpenAI's models for diverse app needs: text and image generation, text-to-speech, vision, and more! 🧑🏻‍💻 Go one step further. Get your application ready for production using TruLens evaluations! 🤝 Work in teams of 1 to 6 members, fostering community connections! 🏆 Prize Pool: $2,500 in Cash and $2,500 in Portkey Credits! 💡 Extend beyond the Hackathon—build your startup with support and opportunities beyond the initial project.

Build with Phi-2, Microsoft’s new language model powered by impressive NLP which gained recognition from over 300k users 🔥 🕒 24 hours to complete the challenge 💡 Implement any idea that uses Phi-2 in its core 🤝 Take part alone or form a team with other participants 🚀 The final project can be used for your portfolio, and the startup application to the Slingshot accelerator