Our AI hackathon brought together a diverse group of participants, who collaborated to develop a variety of impressive projects based on:
1727
Participants
167
Teams
25
AI Applications
Extracting information from a large database can be difficult, especially when you don't know what to look for. That's exactly why ChatGPT and friends were born to assist Google. However, these models are not to be used for personal data. Sometimes, you just want to know what you did last week, or last year. Sometimes, you just want to know what kind of person you were. And, sometimes you want a deep analysis on your thought and past. Here is how Memoiz works. First, you have your primary database. This is where you store all your text data. Then, you might have a secondary database. This is where you store the embeddings of your text data. (It is possible that both can be on Redis Stack) When the text data is "archived", its content will be embedded by Cohere Embed, turning into a (seemingly but not) meaningless 4096-dimension vector saved into the Redis server. When the user starts chatting with Memoiz, the chat history will determine the keywords for semantic search on the Redis server. The closest vectors will be treated as a context for the text generation prompt. The text generation prompt will then be sent to the Cohere Generate model for the chat response. In the next steps, we plan to develop a larger-scale mood tracker with a more powerful language model. We also plan to share a public API for developers to use Memoiz in their own projects.
we absolutely have no idea
With our AI-powered technology, you can get personalized insights and recommendations on how to better manage your money, make informed investment decisions, and achieve your financial goals. Introducing our revolutionary personal finance assistant app, designed to make managing your money effortless and stress-free. With our app, you can easily track your expenses, set savings goals, and receive personalized investment recommendations tailored to your unique financial situation. Our app uses state-of-the-art machine learning algorithms to analyze your spending habits and provide actionable insights on how to optimize your finances. Whether you're a beginner or an experienced investor, our app makes managing your money simple and enjoyable. Take control of your finances today with our personal finance assistant app.
Prometheus Labs
CreateWithAI is a SaaS platform that empowers small and medium-sized enterprises (SMEs) in Africa to harness the power of artificial intelligence (AI) to drive growth and success. SMEs in Africa often face limited access to knowledge and skilled professionals in finance, legal, and marketing, which can hinder their potential for growth. CreateWithAI solves this problem by providing access to affordable AI-powered solutions that address common business challenges such as customer acquisition, financial management, and legal compliance. Our platform also offers personalized support and training to ensure that SMEs are equipped with the necessary tools to thrive in today's digital age.
Createwithai
PrepQuest is the ultimate interview preparation app that helps job seekers of all levels and industries prepare for their next interview. With a massive database of cutting-edge AI-generated interview questions powered by OpenAI’s state-of-the-art Chat GPT, using custom prompts the app generates interview questions for virtually any topic. The app offers a range of features to help users improve their interview skills. One of the standout features of PrepQuest is the AI-powered mock interviews. The app simulates real-life interview scenarios using Chat GPT with custom prompts and using whisper API the app takes users voice as input to provide a very realistic setting of an interview. Users can choose the interview role and level as per their requirements and using custom prompts the app creates an immersive interview experience tailored to users requirements.
Team Vision
It's an AI-powered platform that leverages technologies like Metaverse, VR, and OpenAI to raise awareness about coral reefs and what impacts does it have on the environment. It provides users, researchers, and anyone with a passion to learn about coral reefs with the location of the coral reefs globally as well it has a function of the chatbot called "NemoBot" from the game "Nemo", which answer all the question about coral reefs powered by OpenAI. Moreover, currently, we are also developing a framework for people where they can leverage virtual environments like Metaverse to explore and learn about coral reefs. This will surely give them a wider perspective on the coral reefs actually work. Also under the Sustainable Development Goals (SDGs) 8, 9, 13, 14, and 17 as provided by the United Nations (UN), we are fulfilling all the requirements for making a positive impact.
Reeflify
Pawel Czech
Co-founder/Partner
Anastasiia Strakhova
Event Specialist at NewNative
Mathias Asberg
founder
Dimitrije Pesic
Student
Omar Sesa
Assistant Lecturer in AI, ML and embedded systems field
Ervin Moore
PhD Computer Science Student
Liza Marchuk
Skander Karoui
Data Science and AI enthusiast || ICT Engineer
Yury Brankouski
CPO
This event has now ended, but you can still register for upcoming events on lablab.ai. We look forward to seeing you at the next one!
Checkout Upcoming Events →Submissions from the teams participating in the Build your AI Startup Hackathon. Episode 2 event and making it to the end 👊
We seek to create an application that is capable of helping teachers in different areas when creating, maintaining and reviewing material for their classes. In the first instance, we use this opportunity to gradually learn how to create an application and implement artificial intelligence services in it, so our goal is to participate and learn in these types of events like hackathons, rather than just learning individually. In the future we hope to be able to deliver more complete and complex solutions, such as: creation and revision of exams, creation of material for classes, suggestions in the creation of personalized class structures, depending on the feedback received from students, and much more. We dream big and we are very grateful to be able to be part of these opportunities. See you soon.
AppleDevs
Enhancing Readability with Whisper and ChatGPT Whisper is an incredibly powerful transcription model, which we utilized to convert video content into text format. However, the resulting transcript was a dense wall of text, making it difficult to digest. To improve readability, we employed ChatGPT to introduce structure, including paragraph breaks and headers. The text is now significantly more reader-friendly. Integrating Slides and Transcripts for Seamless Presentations During presentations, speakers often refer to slides, which are absent from the transcript. To address this issue, we have synchronized the text with the video in our wiki. This feature allows users to click on the text and instantly view the corresponding slide. Alternatively, users can play the video without audio and follow along with the highlighted text, creating a more integrated and accessible experience. And everything is backed by our semantic search we introduced at the previous hackathon
Joan Holloway
Our team is developing a chatbot named CareBot, which aims to provide aftercare solutions to patients and establish a seamless connection between doctors and patients. Our goal is to offer 24/7 personalized solutions to patients by leveraging the power of chatbot technology. CareBot will enable doctors to provide professional documentation that is customized to each patient's unique needs, enabling patients to receive tailored advice and guidance related to their condition, medication, and treatment plan. Additionally, CareBot will analyze patients' behavior and provide valuable feedback to doctors regarding their conversations with patients, allowing them to better understand patients' needs and concerns. We believe that CareBot will be a game-changer in the healthcare industry, helping patients to manage their health conditions more effectively while facilitating communication between patients and healthcare providers.
Health Hub
GPT Vectorized Embeddings Bot Template that can be used to sell embedding templates and services to customers. (sorry out of time ill edit it if I can) Search Mode: Vectorize the prompt to find the most relevant embeddings Selects the 5 most relevant embeddings using Open AI's Embeddings API and Supabase Displays these 5 results as passages with links to the sources. All data must first be vectorized using Open AI's Embeddings API and stored in a database compatible with embeddings. Chat mode: Finds the 5 most relevant embeddings to the query using Open AI's Embeddings API and Supabase - just like Search mode. Injects the 5 embedded passages to the prompt and use prompt engineering to instruct the GPT-4 API how you want the response to be formatted. For example, AnneAI's prompt is engineered to give an informative answer with direct, sourced, references to the provided passages. Another example is PlatoAI, where the prompts are engineered to respond with a multi stage dialogue between Plato, Socrates and the user. Potential Applications: PlatoAI and AnneAI are just the beginning. Two other ideas I wanted to get going but didn't have time to finish yet are DogAI and BabyAI - handle questions about dogs or babies and get advice from the top books in their fields and give references similar to AnneAI. AnneAI and PlatoAI were used to create an easy-to-edit template for starting new embedding projects. I can use this template to offer an embedding bot creation and data scraping/vectorization/embedding service. I can also offer the template to developers. Pricing of the service would depend on the amount of data, how it needs to be formatted, and how well it is already formatted. Could offer other services like Prompt Engineering, Image Generation, regularly updating embeddings for podcasts/blogs/books/inventory additions/whatever the client needs.
The AI-ndividualist
Global Voice is a powerful language translation tool that allows businesses and organizations to easily translate audio and video content into multiple languages and dialects. Our platform is designed to be user-friendly, efficient, and effective, helping our customers communicate more effectively with their global audiences. Our platform utilizes artificial intelligence and machine learning technologies to deliver accurate translations quickly and efficiently. We support a wide range of file formats of audio and video files. With Global Voice, users can easily upload their content, choose the target languages, and receive high-quality translations in minutes.
Night Owls
With our AI-powered technology, you can get personalized insights and recommendations on how to better manage your money, make informed investment decisions, and achieve your financial goals. Introducing our revolutionary personal finance assistant app, designed to make managing your money effortless and stress-free. With our app, you can easily track your expenses, set savings goals, and receive personalized investment recommendations tailored to your unique financial situation. Our app uses state-of-the-art machine learning algorithms to analyze your spending habits and provide actionable insights on how to optimize your finances. Whether you're a beginner or an experienced investor, our app makes managing your money simple and enjoyable. Take control of your finances today with our personal finance assistant app.
Prometheus Labs
As we all know, YouTube is a platform that hosts millions of videos covering a wide range of topics and interests. However, one of the biggest barriers to accessing YouTube content is language. Not everyone is comfortable watching videos in a language that is not their own, which can lead to a feeling of exclusion and limit their ability to enjoy the vast range of content available on the platform. MULADIO is designed to address this issue by providing a platform that enables users to watch YouTube videos in their preferred language. By leveraging the power of Python Django, MULADIO makes it easy for users to transcribe and translate the audio of any YouTube video into the language of their choice. This innovative web application seeks to increase the accessibility of YouTube content by removing the language barrier, allowing users to enjoy videos from around the world in their native language. With MULADIO, content creators can expand their reach to a global audience, and users can discover new and exciting content without worrying about language barriers.
SEEKER
Our app is a unique platform that offers both content creators and users an innovative way to generate and access various types of content. The app has two interfaces: Explorer and Creator, where visitors can access various types of content, including videos, articles, audios, and tweets while creators can upload, edit and use AI tools to generate content. Our app aims to solve the problem of time-consuming content creation and fragmented content discovery. By offering multiple types of content in a single platform, we aim to increase user engagement and retention while offering creators an opportunity to monetize their content. Market: The global content creation and discovery market is expected to reach $892.5 billion by 2027, with an annual growth rate of 16.8%. The increasing demand for video content, podcasts, and other forms of digital media presents a significant opportunity for our app to succeed in the market. Competitive analysis: Our app faces competition from established content creation and discovery platforms such as YouTube, Medium, and Spotify. However, our unique value proposition of offering multiple types of content in a single platform, along with AI generative tools for creators, sets us apart from competitors. Marketing strategy: Our app will be marketed primarily through social media, paid advertising, and partnerships with content creators and publishers. We will also offer referral programs to incentivize users to invite their friends and family to use the app. Revenue model: We plan to generate revenue through a freemium model, where the app is free to access for users, but creators pay for premium tools and features. We will also offer subscription plans for users to access premium content and an advertising model, where advertisers can display ads on the app.
FusionAI
A consultancy firm for businesses struggling to survive in the AI revolution. Spearheaded by a chatbot that helps with automating the initial steps 🤖. Backed by humans with expertise in the latest AI tools and the knowledge to implement them in any business use case 🧙♂️. We talk to businesses in the industries affected by the recent AI explosion. Our chatbot helps them identify key areas of improvement. Our team makes a “Tome of Revival”, highlighting the roadmap. We then help implementing the latest AI tech in the business’s pipeline. Not only reviving but potentially enabling them towards exponential growth.
Best AI Startup 2023
CreateWithAI is a SaaS platform that empowers small and medium-sized enterprises (SMEs) in Africa to harness the power of artificial intelligence (AI) to drive growth and success. SMEs in Africa often face limited access to knowledge and skilled professionals in finance, legal, and marketing, which can hinder their potential for growth. CreateWithAI solves this problem by providing access to affordable AI-powered solutions that address common business challenges such as customer acquisition, financial management, and legal compliance. Our platform also offers personalized support and training to ensure that SMEs are equipped with the necessary tools to thrive in today's digital age.
Createwithai
I work as a Pre-sales Engineer in a technology company. My role is to take customer requirements in what are servers for a datacenter for example, and define what is the most suitable product of a brand, for example Dell. A few weeks ago I got an email from a customer, and I thought, "what if I ask ChatGPT to tell me which is the most suitable server?" I did, and he sent me back a product. Then I saw that a more experienced colleague replied to the customer with the same product that ChatGPT told me. And then I thought it would be good to create an AI based tool focused on that, take requirements, analyze them and define the best product for the customer.
SellerAI
Users are feeling overwhelmed as hundreds of new AI tools are launched daily and they can't keep track of everything happening. Currently users have to subscribe to newsletters, read through twitter threads and linkedin posts to find useful tools. The AI tools directory available now is either not updated frequently or doesn't have good search functionality or just has a limited set of tools. We solve these problems as our AI discover platform indexes AI tools from all over the internet daily, so the data is always upto date. Users can use semantic search to find the tools they need. The platform also finds similar tools based on vector search so user has more options to choose from.
Techtonic Labs
The code optimization and error fixing app is a powerful tool for developers and programmers that is designed to help them identify and fix errors in their code, as well as optimize it for better performance. Built using Codex, a cutting-edge AI language model, the app supports around 200 different programming languages, making it a versatile and comprehensive solution for all kinds of developers. The app provides a user-friendly interface that allows developers to easily upload their code and quickly identify any errors or issues. The app uses advanced algorithms and machine learning techniques to analyze the code and highlight any errors or bugs that may be present. It also provides suggestions and recommendations for fixing the errors, as well as optimizing the code for better performance. One of the key features of the app is its ability to provide real-time feedback as the developer is coding. This means that as the developer writes the code, the app can identify errors and provide suggestions for how to fix them. This can save developers a significant amount of time and effort, as they no longer have to spend hours debugging their code manually. The app also provides a range of other useful features, including code formatting, syntax highlighting, and autocomplete functionality. These features make it easier for developers to write code that is easy to read and understand, and that follows best practices and coding standards. Overall, the code optimization and error fixing app is a powerful and comprehensive tool that can help developers to write better code, faster. Whether you are a beginner or an experienced developer, this app can help you to identify and fix errors in your code, and optimize it for better performance.
BITS PEEPS
AI Impact Builder is an innovative no-code prototype creation platform specifically tailored to assist individuals and organizations in exploring and developing AI-driven solutions aimed at promoting social good. This user-friendly platform allows users to simply input their ideas to initiate the process of creating a powerful and purposeful application. For those seeking inspiration, AI Impact Builder offers a library of editable app templates, covering an array of several social impact areas. These templates can be easily browsed, customized, and adapted to suit the specific requirements of a project or initiative. In addition, the platform features a unique “random social impact app” generation tool, which provides users with a click-to-generate option that instantly produces a creative and novel social impact application concept. By making the process of designing and prototyping AI solutions for social good accessible and straightforward, AI Impact Builder empowers individuals and organizations to harness the power of artificial intelligence in driving positive change throughout society.
Social Hackers
We used streamlit for the frontend, and the chatgpt API for the backend. The app takes the user's personal and work information, as well as the desired tone of voice, the skill to emphatize on and a template to based on if desired. The app uses the user's input and some prompt engineering to create a prompt for the AI. then, it creates a document whether it's a bio, a cover letter or a CV. Reduces the effort of writing with a nice UI that guides you step by step. We will use affiliate marketing as income, then we will use the collected data from the user to personalize their experience and refine the service.
Constructor
ChattyRental is an innovative AI-powered software platform designed to revolutionize the room rental experience. By integrating cutting-edge AI technology into the booking process, ChattyRental enables room rental agencies to enhance their commercial systems and streamline their operations, resulting in significant cost savings and improved customer satisfaction. The platform's primary features include AI-driven conversational booking, personalized recommendations, and intelligent search capabilities, allowing customers to find and book rooms with ease. ChattyRental's mission is to provide a seamless and efficient booking experience, fostering loyalty among renters and driving growth for room rental agencies. Initially targeting agencies in Madrid, ChattyRental aims to expand its reach globally, offering its transformative solution to agencies worldwide. The platform's unique value proposition lies in its ability to optimize key processes, reducing sales department costs by up to 36%, while simultaneously delivering a more personalized and enjoyable experience for renters. ChattyRental's SaaS solution comprises three layers: the main dashboard, maintenance and issues, and the commercial dashboard. By focusing on value, innovation, collaboration, and transparency, ChattyRental aims to become the go-to platform for room rental agencies, providing tailored solutions to meet the evolving needs of their customers and empowering them to excel in the industry.
CHATTYRENTAL AI Room Assistant
PrepQuest is the ultimate interview preparation app that helps job seekers of all levels and industries prepare for their next interview. With a massive database of cutting-edge AI-generated interview questions powered by OpenAI’s state-of-the-art Chat GPT, using custom prompts the app generates interview questions for virtually any topic. The app offers a range of features to help users improve their interview skills. One of the standout features of PrepQuest is the AI-powered mock interviews. The app simulates real-life interview scenarios using Chat GPT with custom prompts and using whisper API the app takes users voice as input to provide a very realistic setting of an interview. Users can choose the interview role and level as per their requirements and using custom prompts the app creates an immersive interview experience tailored to users requirements.
Team Vision
We want to do ansiety, depression and suicide prevention and awareness.Our team members know for sure how is to live with these problems, most of our families and friends didn't know how we felt, I we thought this was a normal way of life. This is the reason behind the awareness. The idea is to create a tool that can understand emotional trends from users and help with advices, motivational phrases and delivering a way to connect with oneself giving a name to what we feel. We want to help as many people as posible, you can check your feelings, take a picture of yourself, use an AI emotion detection tool to label easilly what you feel and according to that, create a motivational phrase and a picture that matches the phrase. The way we are thinking on monetizing will be on more features, to be later added and rise founds for this causes.
TheCookieMonsters
Extracting information from a large database can be difficult, especially when you don't know what to look for. That's exactly why ChatGPT and friends were born to assist Google. However, these models are not to be used for personal data. Sometimes, you just want to know what you did last week, or last year. Sometimes, you just want to know what kind of person you were. And, sometimes you want a deep analysis on your thought and past. Here is how Memoiz works. First, you have your primary database. This is where you store all your text data. Then, you might have a secondary database. This is where you store the embeddings of your text data. (It is possible that both can be on Redis Stack) When the text data is "archived", its content will be embedded by Cohere Embed, turning into a (seemingly but not) meaningless 4096-dimension vector saved into the Redis server. When the user starts chatting with Memoiz, the chat history will determine the keywords for semantic search on the Redis server. The closest vectors will be treated as a context for the text generation prompt. The text generation prompt will then be sent to the Cohere Generate model for the chat response. In the next steps, we plan to develop a larger-scale mood tracker with a more powerful language model. We also plan to share a public API for developers to use Memoiz in their own projects.
we absolutely have no idea
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
Market research and business planning are crucial steps for any founder or business owner looking to succeed in today's competitive landscape. However, the process can be incredibly time-consuming, expensive, and not accessible to everyone, not everyone can hire a business consultant in the early stage. As an entrepreneur myself, I know firsthand the challenges of starting and growing a business and face them myself. That's why I created VentHive. The process is incredibly simple and intuitive. Users can simply log in to our platform, and describe their business ideal in a few lines, and our platform will generate a comprehensive report that includes a SWOT analysis, important milestones, competitive analysis, a business model canvas, and many other metrics.
VentHive
lite Mach is a modern dating app that leverages the latest technology to help you find your perfect match. Our app employs advanced search and vector databases to match you with compatible people who share your interests, values, and lifestyle preferences. We use cutting-edge technology to simplify the dating process and increase your chances of finding your ideal partner. In addition to our advanced matching algorithm, Elite Mach also uses AI to help respond to messages and analyze images. Our AI-powered chatbot can provide you with helpful suggestions for starting and maintaining conversations with your matches. With the help of our chatbot, you can have more engaging and enjoyable conversations, even if you're not sure what to say next. Furthermore, Elite Mach uses AI to analyze profile images and provide insights into potential matches. Our image analysis technology can identify key traits and characteristics that may be important to you, such as age, body type, and style. This helps you make more informed decisions when selecting potential matches. With Elite Mach, you're one step closer to finding your happily ever after. Our state-of-the-art technology, coupled with our commitment to helping you find your perfect match, sets us apart from other dating apps. Sign up today and experience the future of online dating!
Elite Match
Voice Out is a revolutionary AI translation assistant that aims to solve the problem of inaccurate and ineffective communication between people from different linguistic backgrounds. In today's globalized world, communication is essential, and language barriers often cause misunderstandings and hinder productivity. Traditional translation software requires the user to speak with high accuracy and clarity to ensure a correct translation, which can be difficult for non-native speakers or in noisy environments. Voice Out uses cutting-edge deep learning algorithms to analyze the nuances of a speaker's voice, identify commonly used phrases, and provide accurate translations in real-time. This enables users to express themselves naturally, even if their grammar or pronunciation is not perfect. Additionally, Voice Out's intelligent learning capabilities allow it to adapt to a user's unique voice and vocabulary, making communication more seamless over time. Voice Out's user-friendly interface displays translations in real-time, allowing users to adjust their speech or ask follow-up questions. It also has the ability to translate both spoken and written language, making it a versatile tool for a wide range of communication needs. With Voice Out, individuals and businesses alike can communicate more effectively and efficiently across language barriers, unlocking new opportunities for collaboration, understanding, and growth.
Voice Out
In today's globalized world, language barriers is a major obstacle in communication and information sharing, leading to inequality and exclusion. This is where Verbify steps in as a powerful speech-to-speech translator that seamlessly translates any speech into any language, while preserving the original speaker's tone and style. With Verbify, users can expand their reach and connect with people from all corners of the world. For instance, learners who struggle to understand a foreign language can now access any form of information, regardless of its language. Creators can now effortlessly reach a wider audience, transcending linguistic and cultural boundaries. Built as a Flask web app, Verbify leverages the cutting-edge technologies of OpenAI's whisper, gpt-3.5-turbo, and Eleven labs to provide users with a smooth and accurate translation experience. Simply upload your audio or video file or paste a YouTube or audio link, choose your desired language, and let Verbify do the rest. Experience the power of seamless communication and information sharing with Verbify today!
Verbify
It's an AI-powered platform that leverages technologies like Metaverse, VR, and OpenAI to raise awareness about coral reefs and what impacts does it have on the environment. It provides users, researchers, and anyone with a passion to learn about coral reefs with the location of the coral reefs globally as well it has a function of the chatbot called "NemoBot" from the game "Nemo", which answer all the question about coral reefs powered by OpenAI. Moreover, currently, we are also developing a framework for people where they can leverage virtual environments like Metaverse to explore and learn about coral reefs. This will surely give them a wider perspective on the coral reefs actually work. Also under the Sustainable Development Goals (SDGs) 8, 9, 13, 14, and 17 as provided by the United Nations (UN), we are fulfilling all the requirements for making a positive impact.
Reeflify