Redis Applications

Browse applications built on Redis technology. Explore PoC and MVP applications created by our community and discover innovative use cases for Redis technology.

WebML Assist

Elevate the realm of machine learning with "WebML Assist." This innovative project integrates the power of WebGPU and the capabilities of the "BabyAGI" framework to offer a seamless, high-speed experience in machine learning tasks. "WebML Assist" empowers users to build, train, and deploy AI models effortlessly, leveraging the parallel processing of GPUs for accelerated training. The platform intuitively guides users through data preprocessing, model architecture selection, and hyperparameter tuning, all while harnessing the performance boost of WebGPU. Experience the future of efficient and rapid machine learning with "WebML Assist." Technologies Used: WebGPU OpenAI APIs (GPT-3.5, GPT-4) BabyAGI Pinecone API (for task management) FineTuner.ai (for no-code AI components) Python (for backend) Redis (for data caching) Qdrant (for efficient vector similarity search) Generative Agents (for simulating human behavior). AWS SageMaker (for developing machine learning models quickly and easily build, train, and deploy). Reinforcement learning (is an area of machine learning concerned with how intelligent agents). Categories: Machine Learning AI-Assisted Task Management Benefits: "WebML Assist" brings together the capabilities of WebGPU and AI frameworks like "BabyAGI" to provide an all-encompassing solution for ML enthusiasts. Users can seamlessly transition from data preprocessing to model deployment while harnessing the GPU's power for faster training. The incorporation of AI agents ensures intelligent suggestions and efficient task management. By integrating AI, GPU acceleration, and user-friendly interfaces, "WebML Assist" empowers both novice and experienced ML practitioners to unlock the true potential of their projects, transforming the way AI models are built, trained, and deployed.

GPU Titans
medal
replit
application badge
WebGPUOpenAIBabyAGIFineTuner.aiGPT-3.5RedisQdrantGenerative AgentsAWS SageMakerReinforcement Learning

GhaGeni

GhaGeni is developed using Web Assembly (WSAM) and Flutter. It incorporatesGoogle Cloud's large language model (Palm2 )for intelligent conversations. The user interface is designed for a seamless experience. GhaGeni utilizes a Redis database for efficient data management and prompt storage. The core idea behind GhaGeni is to provide users with a fresh perspective and help them overcome mental roadblocks by asking thought-provoking questions. It recognizes that individuals often struggle to remember crucial details or fully explore different angles when working on complex tasks. GhaGeni steps in to bridge that gap and facilitate a more fruitful and efficient problem-solving experience. When a user engages with GhaGeni, they begin by stating their objective or desired outcome. It could be anything from designing a website to planning a marketing campaign. GhaGeni then responds with a set of three questions related to the user's objective. These questions are carefully crafted to prompt the user to consider various aspects, explore different angles, and uncover hidden insights. As the user responds to each question, GhaGeni dynamically generates the next set of three questions based on their previous answers. This iterative process guides the user down a path of continuous discovery and exploration. The questions become increasingly tailored and specific to the user's unique needs, enabling them to dive deeper into their project and consider aspects they may have overlooked. Whether you're a professional working on a complex project, a student grappling with an academic task, or an individual looking for inspiration and guidance, GhaGeni is there to support you every step of the way. Embrace the power of interactive conversations and unlock your true genius with GhaGeni.

hack4phoenix
RedisPaLMLangChainText Generation Web UI

Smart Customer Support Chatbot

Hey there! We are the Digital Support Gurus, a team of tech enthusiasts participating in the thrilling LabLab's Anthropic AI Hackathon. As the Team Lead, I am incredibly proud to introduce our groundbreaking creation—a powerful Ecommerce Customer Support Chatbot that will revolutionize the way businesses engage with their customers. Our journey began with a deep dive into the world of language models, where we discovered the incredible potential of LangChain, a Python framework tailored for developing applications powered by language models. Harnessing the capabilities of two exceptional models, we embarked on a mission to create an unparalleled customer support experience. At the heart of our chatbot lies the OpenAI model, a dynamic entity that diligently tracks chat history and skillfully poses follow-up questions. This ensures that every conversation is seamless and contextually relevant, building a strong foundation for an exceptional customer experience. But our true hero is Anthropic's Claude Model, armed with an impressive 100k context window. It serves as the ultimate shopping assistant, providing unrivaled accuracy and delivering the best possible results. We, the Digital Support Gurus, are here to revolutionize the way you engage with Ecommerce—one conversation at a time. Prepare to be amazed as we redefine the very essence of customer support. Get ready for an extraordinary journey where technology meets innovation and customer satisfaction reaches new heights. Welcome to the future of Ecommerce support!

Digital Support Gurus
Streamlit
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RedisLangChainOpenAI

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
medal
OpenAIAI21 LabsWhisperRedisLangChain

Chattyrental

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
RedisChatGPTLangChainWhisperVercel

MyQuiz AI

Have you ever wanted to test your knowledge on a specific topic, but found traditional methods of studying and taking quizzes to be tedious and unengaging? Look no further, because we have the solution! Introducing MyQuiz.AI, a trivia game that utilizes the power of AI to generate questions tailored to your interests and abilities. With just your voice, you can embark on a fun and challenging quiz journey that will leave you wanting more. So sit back, relax, and get ready to put your knowledge to the test with MyQuiz.AI! Our team has developed a cutting-edge speech-based game that incorporates advanced technologies to deliver a highly engaging and personalized user experience. The system utilizes the Whisper API for speech recognition, Redis for data storage, and ChatGPT to generate questions and validate user answers. The quiz asks unique questions every time, tailored to the user's level of knowledge and abilities. The system's machine learning capabilities ensure that the difficulty level of the questions is appropriate and challenging, and according to age. The Whisper API's advanced speech recognition capabilities provide an immersive and interactive experience, allowing users to use their voices to mention their age and category for quiz. This feature also makes the quiz accessible to users with disabilities or those who prefer voice-based interactions. The Redis database stores questions, answers, and user responses. Overall, our speech-based quiz or game represents a significant step forward in the field of educational technology. With its advanced algorithms and machine learning capabilities, the system offers a new and innovative way for users to learn and engage with the material. The quiz's personalized approach, speech-based interface, and advanced features make it a powerful educational tool that has the potential to revolutionize the way people learn and retain knowledge.

Space Cats
ChatGPTOpenAI gymRedisWhisperGPT-3

Health BOt

an innovative and user-friendly health application that uses artificial intelligence to provide Ugandan citizens with access to vital health information. The app is designed to address the challenges that many Ugandans face in accessing quality healthcare services, particularly in rural areas where health facilities are scarce. The application is built using state-of-the-art technology, including ChatGPT API for natural language processing and speech-to-text capabilities, Streamlit for the user interface, and the Reddit API to access relevant health information. These tools work together seamlessly to provide a comprehensive and user-friendly health platform that meets the unique needs of Ugandan citizens. Through the app, users can access reliable and up-to-date information on common illnesses, including symptoms, causes, and treatments. They can also receive personalised recommendations based on their symptoms and medical history, as well as find nearby health facilities and book appointments. The app can also provide educational resources on topics such as sexual health, maternal and child health, and HIV/AIDS. The app's user-friendly interface and speech-to-text capabilities make it accessible to all Ugandan citizens, regardless of their level of education or literacy. This is particularly important in rural areas where illiteracy rates are high. Additionally, the app's use of local languages such as Luganda and Runyakitara ensures that it is inclusive and accessible to all Ugandans. Overall, "Health Solutions Uganda" is a powerful tool that has the potential to revolutionise healthcare in Uganda by providing access to vital health information and services to all citizens, regardless of their location or socioeconomic status.

BadaRama
ChatGPTWhisperRedis

WeCare Caretaker Assistant

We have built a solution for agencies which provide the caretaker services for parents who are in search of babysitters for their child. When users call the agency after business hours or when agents are not available for assistance, we are routing them to leave a voicemail with their babysitter requirement and contact number. With this solution, agents can focus on more complex tasks rather than manually retrieving voicemails, analysing them and coming up with a resolution. When the caller dials the agency phone number during office closed hours or peak hours when agents are not available to serve them, we route the caller to the voicemail menu where we ask them to leave a voicemail with babysitting requirements and their contact details, etc. Once the voicemail is available, we extract it and convert this speech to text using OpenAI’s whisper API which gives us the voicemail transcription. After that, we meticulously perform the prompt engineering for ChatGPT API to provide us all the required information from voicemail like intent, sentiment, babysitting date and time, etc in JSON format. Using this information, we query the EmployeeSchedule table which is in the H2 database. Once we have the information about availability of babysitters, we query RedisJSON to get the employee profile information like employee name, contact details, date of birth, languages spoken, image, etc. We then build a PDF document using itext library. This PDF containing available babysitter information will be sent on the caller’s WhatsApp. After this, we send an SMS to the agency as an alert notification about the customer enquiry and ask them to get in touch with the customer. Github link - https://github.com/technocouple/technocouple-caretaker-assistant Video link - https://drive.google.com/drive/folders/1NBew2U0Xgtm04ubQszjLvZV92fowR6-D?usp=sharing Presentation - https://drive.google.com/file/d/1TBMSU5Ohyn1v2P2u_RqbZOpuCvWv1Crq/view?usp=share_link DEMO is at the end of the video.

TechnoCouple
ChatGPTWhisperDALL-E-2Cohere GenerateCohere ClassifyRedis

Miraa

Our app provides a fully digitalized package for our clients. We offer a range of services, including the creation of a logo, ads that can be used on social media platforms such as Facebook and Instagram, a website, and marketing videos. In order to enhance the quality of our videos, we use a technology called DeepFake. This technology generates faces which are then placed onto the video to create a more engaging advertisement. To create the ads, we use two different technologies called dalle and gpt3. Dalle is used to generate images, while gpt3 is used for text. The logo is also created using dalle for the image and gpt3 for the text under the image. For the website, we will use dalle for images and gpt3 to code the website itself. Additionally, we will be adding automation to our app to streamline the entire process. Impact:: Our app offers a comprehensive range of services that can potentially have a significant impact on the market. The fields in which our app can be used includes branding, digital marketing, web development, and video production.One potential way to use client data and requests of images for further work is to analyze the data to identify trends and patterns in the type of images that clients are requesting. This can help us to tailor our services to meet the specific needs and preferences of your clients. For example, if we notice that clients are frequently requesting certain types of images or logos, we could focus on developing more options in that style., our app has the potential to make a significant impact on the market and attract a wide range of clients.

DeepDream
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RedisCodexWhisperDALL-E-2ChatGPTStable DiffusionGPT-3

Daila a Dynamic Learning App

Daila is an innovative and revolutionary app that has the potential to transform the way people learn. It is a personalized learning app that leverages the power of GPT-3.5, a state-of-the-art language processing AI model, and AWS services to provide a customized and tailored learning experience to students and learners of all kinds. With Daila, users can expect to receive a uniquely curated learning experience that is based on their individual learning styles, interests, and goals. What sets Daila apart from other learning apps is its ability to adapt and evolve based on user feedback and performance. The app is designed to provide users with tailored study materials and exercises while analyzing their progress to dynamically modify and optimize their study path. This means that users will receive a truly personalized and adaptive learning experience that is unmatched in the industry. Furthermore, Daila has plans to expand its content library and partner with various educational providers and institutions to offer a wider range of courses and study materials for users. Additionally, the app plans to monetize through a subscription model and affiliate marketing, recommending courses from external sources such as Coursera and other educational platforms. In summary, Daila is a powerful and innovative app that has the potential to revolutionize the way we learn. With its personalized approach and cutting-edge technology, Daila offers a truly unique and customized learning experience that is designed to meet the needs of each individual user. With its plans for expansion and monetization, Daila is poised to become a leading player in the education technology industry.

Beta Builders
RedisReinforcement LearningChatGPTGPT-3

Youcademy

Youcademy is a revolutionary platform that has the potential transform the learning industry. Our mission is to provide personalized, engaging and effective learning experiences to people worldwide, using the latest technology in AI and the science of learning. At Youcademy, we understand that every learner is unique, with different interests, backgrounds, and learning styles. That's why we've developed a platform that adapts to each user's individual needs, creating personal and engaging learning experiences. Our platform uses OpenAI’s and Google’s API’s to generate narrated slideshows that answer the user's questions, complete with relevant images and bullet points. If the user needs more help, they can ask follow-up questions, which generates an even more unique experience. The market for online education is massive, with an estimated global value of $319B in 2025. Our platform has the potential to disrupt this market by offering a more effective and customized learning experience than traditional online courses. Our platform offers a unique value proposition that sets us apart from other online learning platforms such as Khan Academy, YouTube, and Udacity. In addition to the individual user market, we aim to partner with educational institutions to provide our technology as an API. This will allow us to scale our impact and provide quality education to people with limited access to educational resources. With the future addition of AI-generated test questions and flashcards, users will be able to study more efectively and assess their understanding of the material. In summary, Youcademy is poised to revolutionize the online learning industry. Our unique approach to personalized learning, combined with the latest technology in AI, provides a compelling value proposition for individual learners and educational institutions. We are confident that our platform will make a significant impact on the education industry and we invite you to join us on this journey.

youcademy
medal
ChatGPTRedis

Sight beyond Sight

Our website enhances online content accessibility for the visually impaired with a cost-effective text-to-speech service using contemporary AI tools. Current market solutions lack necessary amenities and are costly. Working on the website: > once the website loads, the user inputs the URL of the website to be analyzed > this website is parsed using Beautiful Soup to gather the meaningful text content available on the page > this content is passed to the OpenAI text-davinci-003 model as a prompt and a summary is generated for the same > this summary is read out to the user using Azure in natural human tone > next, the website is again parsed using Beautiful Soup with the aim to download relevant images on that website > these images are then analyzed using Google Cloud Vision API and feature labels describing the prominent objects/contents of that image are generated > these labels are passed as a prompt to the OpenAI text-davinci-003 model and a meaningful sentence is generated which describes the images > the prompt already includes a set of sample labels and outputs that the model can use to understand the format of the desired output. > the image description generated in the above step is then read aloud using Azure. For Redis: Redis caches URL results for up to 3 hours, if URL exists in cache, output is displayed/read aloud. Otherwise, website is processed for new output. Results are removed after 3 hours for possible content changes. It allows for fast data access making it suitable for high performance use cases. For voice control: > using space bar, user can ask queries regarding summary through available chatbot > above query is converted to text via speech recognition library of python > this text and the summary are given to the OpenAI text-davinci-003 model as a prompt and the query is resolved > the result is spoken out and if speech unrecognized, an error message stating to retry is read aloud

Galacticos
RedisGPT-3

The Future of AI podcast

An artificial intelligence podcast that is written by ChatGPT, GPT-3.5, Open-AI davinci, and human assistance. The art is generated by Stable Diffusion, Open Journey, and Dall-E 2. It is read by Natural Readers text-to-speech and Lifelike Speech Synthesis Google Cloud. The platform used is Anchor.fm and the availability of the podcast are in Google Podcasts, Apple Podcasts, Amazon Music, Spotify, Castbox, Pocket Casts, RadioPublic, and Stitcher. The podcast description is: "Join us as we explore the rapidly advancing world of artificial intelligence, and what it means for our future. In each episode, we'll discuss the latest AI research and developments, and how they are poised to impact various industries and aspects of our daily lives. From self-driving cars to intelligent virtual assistants, we'll delve into the potential and the challenges of this rapidly evolving technology. Tune in to stay up-to-date on the future of AI and its impact on society." Created and written by Artificial Intelligences and Cyber World. Currently the podcast has 12 episode in season 1 which has one episode for introduction and special and it has 5 episode currently for season 2. AI has come a long way since its inception and has been widely used in various fields such as healthcare, finance, and transportation. AI-powered machines and systems have the ability to learn and adapt to new situations without the need for human intervention. This ability of AI has made it an integral part of various industries and has brought about significant changes in the way we work and live. The current state of the AI industry is quite promising. The AI market is expected to grow from $9.5 billion in 2018 to $118.6 billion by 2025. The adoption of AI is increasing at a rapid pace and is being used in a variety of applications such as image recognition, speech recognition, and natural language processing. The use of AI in healthcare has also shown promising results, with AI-powered systems.

The Future of AI
OpenAI gymChatGPTReinforcement LearningStable DiffusionRedisCohere Generate