Chroma Applications

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

Schrodinger ClarifaiLlama

We participated in an exciting 3-day hackathon by, combining Clarifai's industry-leading computer vision with Llama2's advanced natural language model developed by Meta. Overview of "Schrödinger's ClarifaiLlama" app For the hackathon, we built an AI-powered platform called "Schrödinger's ClarifaiLlama" that generates custom multimedia content on any topic by searching across indexed data. Leveraging Clarifai's computer vision and Llama2's language capabilities Our app showcases innovative ways to utilize Clarifai's deep learning for image and video analysis together with Llama2's ability to understand text and generate coherent content. Ingesting and indexing multimedia data The system ingests data from diverse sources like YouTube, PDFs, and images. Powerful vector search with Faiss indexes text, audio, and images for fast semantic retrieval. Generating custom content from user queries Users can query the system through a chat interface. Llama2 analyzes the queries and generates relevant ebooks or blog posts by pulling together content from the indexed multimedia data. Transforming multimedia into cohesive content Llama2's language mastery transforms disjointed multimedia information into smooth, cohesive ebooks and blog posts on the fly. Benefits of combining multimedia search with natural language generation By fusing robust semantic search across text, audio, and visuals with Llama2's content creation skills, our platform opens new possibilities for automated custom content generation.

Schrödinger's ClarifaiLlama Hackathon
ClarifaiLangChainOpenAILlama 2WhisperChroma

Jarvis AI Agent

Introduction: We proudly introduce Jarvis, a groundbreaking system we've developed, which revolutionizes the way tasks are approached and accomplished. Core Features: 1. Natural Programming Syntax for Jarvis. We have curated a unique YAML-based syntax for Jarvis which incorporates elements like 'If Condition', 'Loop Condition', and more. This allows Jarvis to leverage these constructs in conjunction with tools to execute tasks specified by users. Unlike traditional programming languages, Jarvis' syntax is simpler, closely mirrors natural language, and is therefore more intuitive and user-friendly. We envision that its potential extends to being integrated within Low Code platforms in the future. Compared to the reasoning and planning models of other agents, this programmability grants Jarvis unmatched flexibility. It broadens the spectrum of task paths Jarvis can explore and harness – showcasing the true power of code. 2. Skill System based on Task Execution. Given the aforementioned feature, every successfully executed task can be encapsulated as a 'skill' within Jarvis. To ensure the effective utilization and training of Jarvis, we introduce two pivotal roles: Trainers: These individuals operate within a secure environment, utilizing resources like superagi and babyagi. They act as mentors, guiding Jarvis autonomously, helping it acquire and refine various skills. Agents: These entities are equipped to employ reviewed and trained skills of Jarvis to address real-world tasks. Vision: Our aspiration with Jarvis is to bridge the gap between complex task execution and ease of programming. By harnessing the simplicity of natural language and the power of code, we aim to create a future where advanced tasks are as simple as giving a command.

Jarvis AI


Working App Link: The Academify project is a sophisticated web application designed to provide an interactive platform for academic research and learning. It consists of a front-end and a back-end component, seamlessly integrated to deliver a user-friendly experience. The front-end of Academify is built with React, utilizing modern JavaScript practices to create an intuitive user interface. It allows users to search for academic articles, tags, and other content. The back-end of the project is developed using FastAPI. The back-end also interacts with a vector databases to store and retrieve information, employing efficient algorithms and well-structured data models to ensure optimal performance. One of the key features of Academify is its integration with a conversational chatbot. This AI-powered agent is capable of answering queries related to academic content, providing an engaging way for users to explore and understand complex topics. The project also employs technologies such as Docker and Nginx for containerization and reverse proxying. These technologies ensure that the application can be easily deployed, scaled, and maintained in various environments. The use of CORS middleware ensures secure cross-origin communication, and the project's architecture is designed to be both robust and flexible. The Academify project represents a comprehensive solution for academic exploration and collaboration, leveraging cutting-edge technologies to create a platform that is not only functional but also innovative and engaging. It embodies a vision of making academic resources more accessible and interactive, bridging the gap between researchers, students, and enthusiasts in the academic community. Whether used as a research tool, an educational platform, or a hub for academic collaboration, Academify stands as a testament to the potential of modern web development.


Voxa AI

Introducing Voxa, the next-generation voice chatbot engineered to revolutionize customer service standards across the SaaS landscape. Utilizing state-of-the-art artificial intelligence and natural language processing technologies, our platform transcends the limitations of traditional customer support paradigms to offer a seamless, high-quality, and exceptionally consistent user experience. Our core mission is to dramatically reduce the staggering expenses associated with traditional customer service methodologies, which have become increasingly unsustainable in today's fast-paced digital world. By choosing Voxa, SaaS companies can not only achieve significant cost savings but also effortlessly bypass common scaling roadblocks, all while maintaining unparalleled service quality. Our platform is designed to operate 24/7 and is fluent in multiple languages, thereby eradicating barriers to global accessibility. With our voicebot’s superior capacity to handle multiple inquiries concurrently, long waiting times are rendered obsolete. But what truly sets Voxa apart is its capability to go beyond simple query resolution. Our cutting-edge technology is finely tuned to engage customers in meaningful dialogues that not only resolve their concerns but also identify opportunities for product upselling, cross-selling, and retention. By converting mere conversations into tangible business growth, we provide an unmatched return on investment for our clients. Our versatile subscription model offers a range of tiered solutions, designed meticulously to cater to the unique requirements of businesses at every stage, from nimble startups to established enterprises. Looking ahead, our ambitious roadmap is filled with exciting milestones including further AI advancements, broader language support, customizable integration options, and operational scaling to meet escalating customer demands.


TACO - Terms and Conditions Oracle

Introducing TACO, a powerful app powered by Google Palm designed to assist users in answering questions about the terms and conditions of various renowned companies. Whether you're curious about the policies of Google, Meta (formerly Facebook), Apple, Uber, Lyft, Reddit, Snapchat, or Twitter, TACO has got you covered. With TACO, users can conveniently access a comprehensive database of terms and conditions from these prominent companies. By leveraging its advanced language processing capabilities, the app enables users to ask specific questions or seek clarification on any confusing clauses within the terms and conditions of these platforms. TACO's user-friendly interface allows for seamless navigation, ensuring a hassle-free experience for users seeking accurate and reliable information. Whether you need to understand data usage policies, privacy settings, content guidelines, or any other aspect of these companies' terms and conditions, TACO delivers concise and precise answers. By harnessing the power of the LLM technology, TACO provides users with an efficient way to navigate the complex world of legal agreements. With this app at your fingertips, you can make informed decisions, protect your rights, and stay up-to-date with the policies of the companies shaping the digital landscape. TACO empowers users with knowledge, allowing them to understand and navigate the intricacies of the terms and conditions set forth by Google, Meta, Apple, Uber, Lyft, Reddit, Snapchat, and Twitter. Say goodbye to confusion and uncertainty—TACO is here to simplify the world of legal jargon and help you stay informed in the digital age.

Prompt Paladins
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Pdf 2 Bot

Introducing Pdf2Bot, an innovative web application designed to revolutionize the way we interact with documents. With Pdf2Bot, users can effortlessly create a dynamic chatbot that seamlessly extracts information from uploaded PDF files and provides accurate answers to a wide range of queries. What sets Pdf2Bot apart is its unique ability to generate response At the core of Pdf2Bot lies the powerful text bison model from VertexAI, a cutting-edge language processing technology. This sophisticated model is specifically trained to understand and analyze textual content, enabling Pdf2Bot to comprehend the uploaded PDF documents with remarkable accuracy. Whether it's a research paper, a technical manual, or a legal document, Pdf2Bot's text bison model can handle diverse types of content, making it a versatile tool for various industries and purposes. Using Pdf2Bot is a breeze. Users simply upload their desired PDF file through the user-friendly web interface. The intelligent backend of Pdf2Bot swiftly processes the document, extracting and organizing the relevant information into a structured format. Once this initial step is complete, the magic begins. Pdf2Bot's chatbot functionality comes into play, as it leverages the processed content to provide intelligent responses to user queries. The chatbot is designed to understand natural language and can handle questions of varying complexity. Whether it's a specific fact, a concept explanation, or a request for further details, Pdf2Bot's chatbot can handle it all of them

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PaLMChromaLangChainChirpText Generation Web UI


IntelliFind is a revolutionary tool designed to harness the power of Intelligent Document Processing (IDP) and streamline the document management process. Our project utilizes the latest advancements in Language Model Embeddings, specifically Longformer Language Model (LLM) embeddings, to effectively index vast collections of documents and store them in a vector database. Our tool will take unstructured document data, process it using our LLM embeddings, and convert it into a searchable, structured format. This innovative approach allows users to easily search through massive amounts of data with high accuracy and speed, facilitating fast information retrieval and improved workflow efficiency. Additionally, IntelliFind goes beyond mere search capabilities. We've integrated a unique chat feature that provides contextual responses based on the indexed documents. The interactive chat employs our sophisticated AI model to maintain the context of the conversation, assisting users in exploring and extracting detailed insights from their document repositories. From corporate data management to academic research, IntelliFind empowers users to handle information overload, efficiently navigate through complex document structures, and extract the most value from their data assets. Whether you are searching for a specific document or probing for intricate patterns in vast amounts of data, IntelliFind ensures a user-friendly and seamless experience, making information retrieval a breeze.

Deep Index

MindSpeak - Visualizing Mental Health Support

MindSpeak is a groundbreaking project that leverages cutting-edge technologies to revolutionize mental health support. Mental health disorders are prevalent in our society, but due to stigmatization and lack of accessible information, many individuals face challenges in seeking help and finding accurate resources. The project combines the power of artificial intelligence, advanced embedding techniques, and immersive multimedia to offer an engaging and interactive platform for mental health support. The process begins with Chroma, an innovative tool that converts uploaded PDF files into vector representations. By employing advanced embedding techniques, Chroma ensures that the information is accurately captured and transformed into a format suitable for further processing. To enhance the quality of vectorization and improve the overall representation, Cohere comes into play. Cohere facilitates the embedding process, utilizing sophisticated algorithms to refine and enhance the vectorized data. This step ensures that the generated vectors are of high quality and accurately capture the nuances of the original content. One of the key features of MindSpeak is Stable Diffusion, a technology that enables the generation of coherent and visually appealing images based on the text generated by the model. By analyzing the textual information, Stable Diffusion generates images that align with and enhance the provided content. To further enhance the user experience and accessibility, MindSpeak incorporates Elevenlabs, a powerful tool that converts text into speech. This feature allows the generated content to be conveyed audibly, adding an immersive audio component to the multimedia animations.

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ChromaCohereCohere EmbedStable Diffusion


AI-powered Personal Tutor: Vocava leverages state-of-the-art Large Language Models to act as a personalized language tutor. This AI can adjust its teaching strategy according to user's fluency and interests, making each learning session tailored and efficient. - Immersive Learning: Unlike traditional language apps that focus on vocabulary and grammar, Vocava focuses on creating immersive, context-based learning experiences. This mimics how people naturally acquire languages, making learning more intuitive and enjoyable. - Language Translation and Conversation Practice: Vocava offers a translation module with added features like part-of-speech tagging and explanations. Moreover, users can engage in conversation with the AI tutor in the Chatterbox module, practicing their speaking and listening skills. - Storytelling and Reading Comprehension: The Storytime module presents learners with stories in their target language and offers comprehension questions, reinforcing understanding in an entertaining way. - Culture Corner: Vocava goes beyond language learning, offering insights into the culture and traditions of different regions. This helps users understand the context of the language and adds richness to the learning experience. - Learning Through Games: Vocava's Arcade module presents a series of games that teach language in a fun and engaging manner. From Pictionary and MadLibs to Jeopardy, learning becomes a delightful activity rather than a tedious chore. - Dynamic Vocabulary Learning: The Playground module allows learners to generate new vocabulary and phrases, save known phrases, and review them. All these phrases are embedded in a vector database for future reference. - Analytics Dashboard: Vocava offers a comprehensive dashboard to track learner's progress over time, making it easy to see improvements and identify areas for focus. - Newsfeed: Users can access real-time content in their target language, practicing their skills with actual, relevant information.

The Irrelevant Elephant
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CohereChromaOpenAIDALL-E-2WhisperAnthropic Claude