Joseph Pollack@Tonic

Imagine a groundbreaking experiment setup where iconic Street Fighter characters are brought to life by VLM-controlled systems. In this cutting-edge environment, each player is represented by an advanced AI, seamlessly processing the game screen to make strategic decisions in real-time. This innovative approach offers a deep dive into the VLMs' ability to navigate the fast-paced, high-pressure world of competitive fighting games, revealing their decision-making prowess and adaptability. As these AI-driven warriors clash in the digital arena, we uncover invaluable insights into their performance, pushing the boundaries of what's possible in AI and gaming. This experiment is not just a game-changer; it's a glimpse into the future of interactive entertainment. In an industry already shaken by massive disruptions, with multi-billion dollar releases canceled and studios facing unprecedented layoffs, this AI experiment stands as a beacon of innovation and hope, promising to revolutionize the way we understand and engage with video games. Get ready to witness the dawn of a new era in AI and gaming at the lablab hackathon, where VLMs take the stage and redefine the boundaries of interactive entertainment. This isn't just the future—it's happening now, and it's set to change the game forever!

Zhang Beto: Revolutionizing Communication and Tourism in Benin Zhang Beto is the first-ever native application supporting speech-to-text and text-to-speech functionalities exclusively in Fan, Zhang Beto is set to transform how locals and tourists interact and explore the rich cultural heritage of Benin. Fan Language Speech-to-Text: Effortlessly convert spoken Fan into written text. Whether you're a local needing to transcribe conversations or a tourist trying to jot down phrases, Zhang Beto ensures accuracy and ease of use. Fan Language Text-to-Speech: Type in Fan and let the app speak for you. Perfect for learning pronunciation, practicing conversations, or communicating with locals when you don't feel confident speaking the language yourself. Tourism Enhancement: Discover Benin's hidden gems with AI-driven recommendations. Zhang Beto utilizes advanced algorithms to suggest tourist spots, cultural landmarks, and activities tailored to your interests, making your visit to Benin memorable and enriching. Cultural Insights: Learn about Benin's traditions, history, and customs through the app's curated content. Zhang Beto is not just a communication tool but also an educational resource, helping users gain a deeper understanding of the Fan-speaking community. User-Friendly Interface: Designed with simplicity and functionality in mind, Zhang Beto offers an intuitive user experience that caters to both tech-savvy individuals and those less familiar with digital applications. Boosting Tourism: With tourism contributing only 0.7% to Benin's economy, Zhang Beto aims to invigorate this sector by making it easier for tourists to navigate and appreciate the country's attractions through the Fan language. Cultural Preservation: Zhang Beto plays a crucial role in documenting and preserving the Fan language, ensuring that it remains a vibrant part of Benin's cultural landscape for future generations. Zhang Beto - Connecting People, Discovering Benin.

Introducing **Vectonic** 🌐🔎✨ - the game-changer in business information retrieval! 💼💡 Are you tired of sifting through endless documents and notes to find crucial information? Look no further! Vectonic is here to revolutionize the way professionals handle data overload, saving both time and money. 🚀💸 With our cutting-edge AI-powered search engine, Vectonic takes precision and efficiency to a whole new level. No more mismatched search results or wasted hours trying to make sense of scattered data. 📈🔍 Imagine being able to easily access comprehensive insights and valuable data with just a simple query. Whether it's a formal report or a casual note, Vectonic's advanced technology ensures unparalleled accuracy and relevance, making it a must-have tool for junior executives and business professionals alike. 💥📊 By leveraging Vectonic's optimized app creation and publication features, junior executives can now effortlessly develop high-performance knowledge retrieval applications for their enterprises, streamlining operations and boosting productivity. 🌟💰 Join us on this journey to transform the way businesses organize and access information. Invest in Vectonic today and be a part of revolutionizing the world of data management! 🌍

In the rapidly evolving landscape of artificial intelligence, TorchON, our revolutionary AI dataforge stands at the forefront, transforming the way businesses harness the power of large language models (LLMs). At the core of our innovation lies our meticulously distilled synthetic data, crafted to meet the highest standards of accuracy and reliability. This data is not just abundant; it's fine-tuned to feed the sophisticated appetites of today's LLMs, ensuring they operate at peak efficiency. Our RAG pipelines are designed to empower your business, offering tools and applications that are not just cutting-edge but also incredibly user-friendly. Whether you're looking to enhance customer service, streamline operations, or unlock new insights from your data, our solution is tailored to meet your needs. With our technology, you're not just adapting to the future; you're shaping it. Join us in this journey and leverage TorchON Dataforge to propel your business into a new era of AI-driven success.

Introduction Adapt-a-RAG is an innovative application that leverages the power of retrieval augmented generation to provide accurate and relevant answers to user queries. By adapting itself to each query, Adapt-a-RAG ensures that the generated responses are tailored to the specific needs of the user. The application utilizes various data sources, including documents, GitHub repositories, and websites, to gather information and generate synthetic data. This synthetic data is then used to optimize the prompts of the Adapt-a-RAG application, enabling it to provide more accurate and contextually relevant answers. How It Works Adapt-a-RAG works by following these key steps: Data Collection: The application collects data from various sources, including documents, GitHub repositories, and websites. It utilizes different reader classes such as CSVReader, DocxReader, PDFReader, ChromaReader, and SimpleWebPageReader to extract information from these sources. Synthetic Data Generation: Adapt-a-RAG generates synthetic data using the collected data. It employs techniques such as data augmentation and synthesis to create additional training examples that can help improve the performance of the application. Prompt Optimization: The synthetic data is used to optimize the prompts of the Adapt-a-RAG application. By fine-tuning the prompts based on the generated data, the application can generate more accurate and relevant responses to user queries. Recompilation: Adapt-a-RAG recompiles itself every run based on the optimized prompts and the specific user query. This dynamic recompilation allows the application to adapt and provide tailored responses to each query. Question Answering: Once recompiled, Adapt-a-RAG takes the user query and retrieves relevant information from the collected data sources. It then generates a response using the optimized prompts and the retrieved information, providing accurate and contextually relevant answers to the user.

Cultivating the Future of Farming: Natural Farming Chat Welcome to a revolutionary future of sustainable agriculture, powered by AI! Natural Farming Chat is a cutting-edge project that leverages the power of Retrieval Augmented Generation (RAG) to bring greater accuracy and accessibility to the world of agronomy and agricultural practices. Here's the exciting journey of our four prototypes: 1. From Text to Expertise: We built a prototype using Vectara's indexing and chat APIs to create an interactive dialogue system. Users could ask questions and receive accurate answers based on a vast database of agricultural knowledge. While we encountered some technical hurdles, it laid the foundation for further exploration. 2. DIY Solutions for Sustainable Farming: Undeterred, we embraced the challenge and pivoted to Chaindesk, a Vectara competitor. This allowed us to develop a working version that empowers users to create custom organic fertilizers tailored to their specific crops and geographic location. 3. Pushing the Boundaries: Our ambition led us to explore local deployments and advanced functionalities. We successfully utilized Ollama, but integrating RAG elements locally proved tricky. Additionally, we attempted a more advanced version on Hugging Face Spaces, encountering a technical hurdle with model weights, leaving it unfinished for now. What sets us apart? Multiple Prototypes: We created four different prototypes, including webapps and on-device. A collaborative effort: Team Tonic and Copyleft Cultivars, a non-profit championing open-source knowledge, united to democratize sustainable farming knowledge. A global perspective: Our international team, with members in the USA and France, brings diverse perspectives and expertise. Unwavering commitment: We faced challenges head-on, adapting and learning with each iteration, demonstrating our commitment to innovation. Join us in fostering a future where sustainable farming is accessible and empowering for all!

Traditional sales and marketing approaches are becoming less effective in the digital age. Businesses struggle to adapt to rapidly changing market conditions and consumer behaviors. The vast amount of data available is overwhelming, and companies often find it challenging to extract actionable insights. This results in missed opportunities and inefficient strategies that don't resonate with target audiences. BuroTonic addresses these challenges head-on by leveraging AI to provide precise client and market strategies. Our platform's highly adaptive virtual agents analyze vast datasets to generate detailed sales strategies and consumer profiles in real-time. This enables businesses to make informed decisions quickly, adapt strategies on the fly, and stay one step ahead of the competition. Highly Adaptive Agents: Tailored virtual agents that evolve with your business needs, offering personalized sales and marketing strategies. One-Click Deployment: Effortless cloud deployment, ensuring BuroTonic is scalable and accessible, regardless of your business size.Dynamic Instructions: Input your objectives, and watch as BuroTonic's agents refine their strategies based on real-time market feedback. Business Intelligence: Deep, actionable insights designed specifically for enhancing business intelligence and operational efficiency. Market Opportunity: The global business intelligence market is expected to reach unprecedented levels in the coming years, with a significant portion driven by AI and machine learning technologies. BuroTonic is perfectly positioned to capture a substantial share of this market, offering unparalleled value to businesses seeking to leverage AI for competitive advantage.

Introducing SureRAG: Revolutionizing Content Creation with AI Integrity In today's digital age, a business's reputation is its most valuable asset, and the content it shares is the cornerstone of how it's perceived. Enter SureRAG, a groundbreaking platform designed to transform how businesses create, validate, and publish content, ensuring it's not just captivating but also credible and accurate. Why SureRAG? Reputation Management: In the digital world, maintaining a pristine reputation is paramount. SureRAG ensures that every piece of content reflects your brand's values and factual accuracy, safeguarding your reputation. Efficiency and Scale: Automate your content creation process, allowing you to publish more content across platforms with less effort and time, without compromising on quality or accuracy. Innovation Meets Integrity: At the heart of SureRAG is our commitment to innovation, ensuring our technology not only meets but exceeds the standards of content creation and verification. Engagement and Growth: By consistently publishing high-quality, verified content, businesses can engage their audience more effectively, driving growth and building trust. Our Vision We envision a digital ecosystem where businesses can thrive through the power of AI-driven content creation, free from the risks of misinformation. SureRAG is not just a tool but a partner in navigating the complexities of online content management, ensuring your business remains ahead in the game. Join Us As we embark on this journey, we invite forward-thinking businesses and investors who share our vision of a more trustworthy digital future to join us. Together, we can redefine the standards of digital content, ensuring integrity and innovation go hand in hand. SureRAG: Where Content Meets Credibility.

Welcome to Sci-Tonic, where we're redefining the landscape of technical research and data analysis. As a trailblazing startup, we've harnessed the power of AI to create a versatile and intuitive research assistant, designed to empower professionals, academics, and enthusiasts alike. 🌟 Our Mission 🌍 At Sci-Tonic, we're passionate about making complex data analysis accessible, efficient, and user-friendly. Our AI-driven platform is not just a tool; it's a partner in your quest for knowledge and insights, transforming the way you interact with data. Key Features 🛠️ Effortless Data Retrieval: Access a wide array of data sources with ease and precision. 🌐🔍 Advanced AI Analysis: Dive deep into data with our sophisticated AI algorithms, offering tailored insights. 🧠💡 Multimedia Outputs: Experience data in various formats - from text to engaging video summaries. 📊🎥 User-Friendly Interface: Navigate through our platform with ease, regardless of your tech expertise. 🖥️😊 Adaptive and Efficient: Expect high-performance and adaptability for complex, on-the-fly analyses. 🚀 Diverse Applications: From academic research to business intelligence, our platform caters to a multitude of fields. Customization and Precision: Tailored solutions to meet your unique data needs with accuracy and reliability. Innovative Approach: At the forefront of AI technology, we're constantly evolving to offer you the best in data analysis. Choose Sci-Tonic for a seamless blend of efficiency, accuracy, and innovation. We're not just a service; we're a movement towards democratizing data analysis, making it more accessible and insightful than ever before. Sci-Tonic: Let's transform data into discoveries, together! 🚀🌟🔍🧬📈📊📚👩‍🔬👨‍💼

🌟 Explore new AI capabilities 🤝 Collaborate and build something extraordinary. 👥 Take part alone or form a team with other participants. 🎓 Receive guidance from expert mentors. 🏆 Compete for $20,000 in Prizes. 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!

⌚ Jump into a 48-hour journey of app creation and creativity. 🚀 Use Langflow API to build innovative applications. 🎓 Get support and insights from mentors throughout the event. 🏆 Develop the best app using Langflow and compete for a share of the $5,000 total prize pool! 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!

🔧 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!