Discover Recent AI Hackathons Winners!

Discover the best AI applications that have been built during lablab.ai hackathons. Explore our AI Hackathon projects and get inspired to create your own!

GPT-Swarm

GPT-Swarm is a groundbreaking project that combines swarm intelligence and advanced language models to tackle complex tasks across diverse domains. Our innovative framework is robust, adaptive, and scalable, outperforming single models by leveraging the power of collective problem-solving and distributed decision-making. Not to mention the lightning-fast speed with which it performs the research. Our team has meticulously designed GPT-Swarm to be adaptive, responsive, and efficient, capitalizing on the collective intelligence of numerous GPT models working synergistically. By having these models collaborate, we can significantly enhance performance and deliver superior results compared to traditional methods. In one of our primary use cases, we have deployed GPT-Swarm to conduct comprehensive background checks on startups and idea spaces. This process involves evaluating their credibility, financial stability, and potential for growth, ensuring a well-rounded understanding of each venture's viability. Our innovative approach allows for a more in-depth analysis, equipping investors and stakeholders with invaluable insights for better decision-making. By submitting GPT-Swarm to this hackathon competition, we aim to showcase the immense potential of swarm intelligence in transforming the landscape of artificial intelligence and machine learning. Our project not only highlights the power of collaboration among GPT models but also sets a new benchmark for tackling complex tasks and challenges. Join us as we embark on this exciting journey towards a more intelligent and interconnected future.

AutoSwarm
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ETHOS

ETHOS - Evaluating Trustworthiness and Heuristic Objectives in Systems - is a groundbreaking project that addresses the critical issue of AI alignment. As AI continues to evolve and become increasingly sophisticated, it is becoming increasingly clear that alignment is one of the most significant challenges we face in developing this technology. Unaligned AI has the potential to cause catastrophic damage to society and humanity as a whole. ETHOS is an API that provides a solution to this problem. It is designed to evaluate the trustworthiness and heuristic objectives of AI systems, from language models to autonomous agents and chatbots. The API allows for the real-time adjustment of responses, ensuring that AI systems remain aligned with the goals of humanity. The need for AI alignment is becoming more urgent as AI systems become more prevalent in our daily lives. These systems are used in everything from social media algorithms to self-driving cars, and they have the potential to impact many different aspects of our lives. If these systems are not aligned with our values and goals, they could cause significant harm. One of the most significant threats posed by unaligned AI is the potential for these systems to become adversarial. Adversarial AI is a form of AI that is intentionally designed to cause harm. This could take the form of cyberattacks, data breaches, or even physical harm to individuals or infrastructure. Adversarial AI could also be used to manipulate public opinion, disrupt democratic processes, or sow discord and chaos. ETHOS provides a way to mitigate these risks by ensuring that AI systems are aligned with their intended purpose. By evaluating the trustworthiness of AI systems, ETHOS can detect when an AI system is deviating from its intended purpose and adjust its responses in real-time. This can prevent AI systems from becoming adversarial and ensure that they are working in the best interests of society.

CogArk
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BabyAGIOpenAIOpenAI GPT-4OpenAI GPT-3

Flow Genius

Flow Genius is an intuitive and user-friendly conversational bot creation platform designed to help businesses of all sizes build powerful chatbots without coding or technical knowledge. With Flow Genius, users can easily create custom chatbots that can handle customer queries, process transactions, and perform various other functions. The platform features a drag-and-drop interface, pre-built templates, and a variety of integrations with popular messaging platforms and business tools. Flow Genius is designed to be simple and easy to use, even for users without technical knowledge or coding experience. The platform's drag-and-drop interface and pre-built templates make creating custom chatbots that can handle a wide range of customer queries and tasks quick and easy. With Flow Genius, businesses can create chatbots that perform various functions, from handling customer queries and processing transactions to scheduling appointments, sending notifications, and more. This versatility makes the platform a valuable tool for businesses of all sizes and industries. Flow Genius integrates with popular messaging platforms and business tools, including Facebook Messenger, Slack, and Zapier. This makes it easy for businesses to connect with their customers on their preferred platforms and automate their workflows across multiple tools. Flow Genius provides users with detailed analytics and reporting tools to help them track their bot's performance, optimize their conversational strategies, and improve their customer engagement over time. This data-driven approach can help businesses save time, increase efficiency, and boost customer satisfaction.

The Astro Cats-trophes
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OpenAIAI21 LabsOpenAI WhisperRedisLangChain

Dr Chat

Welcome to Dr.Chat - the AI-powered medical chatbot app that connects patients with doctors in a seamless and intuitive way. Our backend is built using FastAPI and leverages the state-of-the-art AI21 LLM model, trained on a massive dataset of actual conversations between doctors and patients. The Dr.Chat model is specifically designed for the medical domain and has been fine-tuned using real-world patient-physician conversations to provide accurate diagnoses and suggest appropriate treatment options The Dr.Chat backend is built using FastAPI and leverages the state-of-the-art AI21 LLM model, trained on a massive dataset of actual conversations between doctors and patients, consisting of over 50,000 conversations. This large dataset ensures that the AI model has been trained on a wide range of medical topics and conversational styles, allowing it to provide accurate and personalized medical advice to users. Dr.Chat not only provides users with accurate and personalized medical advice but also generates comprehensive medical reports summarizing the conversation with the chatbot. With features such as user authentication, login, and signup, Dr.Chat ensures that users' data is kept secure and private. Additionally, the app provides a user-friendly history of the conversation and summaries generated, helping users keep track of their medical history. Whether you're a healthcare professional or a patient, Dr.Chat is designed to revolutionize the way we interact with medical advice. Join us at the AI hackathon and see how our innovative app can help you make informed decisions about your health!

Dr Chat
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AI21 Labs

AI Home Design

AI Home Design is an interior design assistant powered by Stable Diffusion and YOLO to solve pain points felt by homeowners. It differs from other AI interior design apps out there because 1) it addresses pain points in homeowners' entire user journey, 2) functions as a social sharing platform, and 3) is an aide to augment, not replace home decor professionals and designers. FIRSTLY, the flagship "Create With AI" feature guides the user in prompt engineering to convert their design hunches from text to actual image, helping them overcome creative blockages. This also improves communication with interior designers, since words can be subjective, but images are direct. SECONDLY, homeowners may want to reimagine a space even after initial fittings like paneling and paint jobs are already done. They cannot tear down these fittings in real life, but they can use Stable Diffusion's image-to-image functionality to reimagine the space. THIRD, AI Home Design also functions as a social sharing platform where users can draw inspiration and start conversations with one another. FINALLY, homeowners still need to furnish and populate their spaces even after they have decided on their designs. This is where YOLO comes in, helping the user to recognise objects, and creating outbound e-commerce links for them to buy items. AI is thus used here to smoothen homeowner-professional interactions and engender connections. Even after the hackathon, I am continually improving the app by creating new features (see slide deck!), such as tools to facilitate discussions, recommenders, or improved object detection. On the technical front, I aim to infuse more powerful models like CLIP, Segment Anything or YOLOv8. On the business front, I am building in-app services to serve new target groups like real estate agents and elder-friendly/disability-friendly retrofitting specialists. Join me on this journey to make interior design more seamless for users, and to use AI in a coherent, impactful way.

W Tan
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Stable DiffusionVercelYOLO YOLOv5

FeynmanAI

Feynman.AI makes online learning through educational videos more effective for individuals with learning disabilities. Around 20% of the world's population suffers from Dyslexia, and 4% from ADHD. This impedes their ability to learn since they are unable to absorb the important information from dense content as well as retain it while maintaining their concentration for extended periods of time. Most educational materials present in videos online are large in duration and contain complex information. This raises the difficulty of learning new content for learners with disabilities. Our product addresses their issue by generating short and intuitive explanations of large videos from YouTube. Our goal is to reduce the time taken to comprehend long videos while enhancing retention of information. We enhance their ability to focus by providing an audio explanation of the simplified content, which the learner can listen to while reading. The notes generated also include explanations of the jargon used, formulae presented, and mnemonics to help retain important facts contained in the video. At Feynman.AI, we leverage the power of artificial intelligence to make learning more inclusive. Our product pipeline initially extracts audio from a YouTube link that the user provides. The audio file is run through the WhisperAI model to extract text. We have a competitive edge since the model supports over 90 languages, increasing accessibility for learners from different geographical locations. This text is then supplied to the GPT 3.5 Turbo model, which is designed to generate notes from the text. To assist learners, the notes are also converted into an audio file. Finally, the output is deployed as a Streamlit web application. The user interface is simple, intuitive, and aesthetically pleasing to reduce any potential distractions.

Artificially Challenged
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OpenAI WhisperOpenAI GPT-3

Cultivate

Investing in the right talent is crucial to the success of any company, but finding candidates who are skilled and fit well with the organization's culture can be daunting. We have the solution. Our cultural fit bot, Cultivate, leverages the power of AI to help companies identify candidates who align with their culture, work style, and values. By automating the initial interview process, Cultivate enables recruiters to evaluate more candidates and make data-driven hiring decisions without compromising the quality of the hire. With Cultivate, recruiters and hiring managers can analyze candidates' responses to real-world scenarios and identify critical thinking, problem-solving, and communication skills. The bot also provides instant feedback on candidates' cultural fit, including their attitudes, beliefs, and behavioral patterns. It enables recruiters to identify top candidates that align with their company culture and values. Our platform continues beyond there. Cultivate also provides: An automatic interview summary for each candidate. Highlighting their strengths and weaknesses. A set of metrics that help recruiters make informed hiring decisions based on data, not opinions. These features significantly reduce the risk of bias in the hiring process, promoting fairness and inclusion. Investing in Cultivate means investing in the future of your company. By leveraging the power of AI to streamline the hiring process, we help you find top talent that not only meets the job requirements but also aligns with your company culture and values, ultimately improving productivity, employee engagement, and retention rates. Join us today and start growing your team with harmony and success.

Cultivate
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OpenAI ChatGPT

Voice Analytics with AI

Call centers handle an immense volume of customer interactions every day, and it's crucial for businesses to evaluate the quality of these interactions to maintain high customer satisfaction rate. Traditionally, quality and assurance auditing has been a time-consuming and manual process, where human auditors listen to and evaluate customer calls. This approach is prone to human error, inconsistency, and scalability challenges. The Voice Analytics with AI aims to revolutionize the quality & assurance auditing process of call centers by transcribing and analyzing audio recordings using GPT-3 and Whisper models. The proposed solution leverages Automated Speech Recognition (ASR) and Large Language Models (LLM) to automate and streamline the quality and assurance auditing process. First, the system summarizes key information in call recordings, such as operator's name, issues, and solutions, and other relevant data points. After that, the solution conducts sentiment analysis to evaluate the tone and mood of the conversation using NLP and LLM. In addition, LLM evaluates customer experience and satisfaction levels and provides scores for each. Last but not least, the model ends the report of each call with feedback and insights about the performance of operator and suggests areas for improvement. ​ Overall, the proposed solution has the potential to transform the call center industry, providing businesses with valuable accurate insights into their customer interactions and enabling them to take proactive steps to train their operators and improve their overall customer experience.​

AI Alliance
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AI Mentor

Our application generates full courses on various topics and provides video lectures with text explanations and generated questions to reinforce learning. With the help of our AI mentor, students can learn at their own pace and receive personalized feedback to improve their understanding. One of the most exciting features of our application is the simple gamification process that engages students in the learning process. By providing a fun and interactive learning environment, we believe that students will be more motivated to learn and retain the information for longer periods. We are also proud to announce that our application utilizes Synthesia AI to generate automated videos based on the GPT-3 script. This ensures that our video lectures are of the highest quality and can be easily accessed by students on any device. Another major benefit of using AI to generate our courses is that each instance of the course is unique and up-to-date with the latest features and technologies. Unlike traditional courses that may become outdated over time, our AI mentorship application ensures that students are learning the most relevant and current information. With the help of OpenAI GPT-4, our application can quickly and efficiently generate new course material as new technologies and features emerge. This means that our students will always be on the cutting edge of their respective fields, giving them a competitive advantage in the job market.

Mentorsko
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OpenAI ChatGPTOpenAI GPT-3OpenAI GPT-4