🚀 Join us for an exhilarating 24-hour coding marathon, where you'll harness the power of the Mistral 7B model, a true game-changer in natural language processing.

Mistral 7B 24-Hours Hackathon

HAL9

Akash Parua

deadnuts

Sarthak Bhardwaj

🌬️🌬️We're team tonic : as cold as the wind itself 🌬️🌬️

Team Tonic

Tonic

Sentence Sherpa

markgunnels

Check out your inbox for Kick-Off email and let's get it started!

Hackathon Starts

Submission Deadline

You will receive an email with a voting form to choose the winner of the Hackathon! Stay tuned.

Community Evaluation Starts

Check out main Hackathon communication channels for the winners announcement!

Winners Announcement

Get Started with Mistral 7B

Hackathon Preparation

Challenge

Choose the winner

StartUp Opportunities

Details


Mistral LLM is a powerful language model that can be used for various applications such as text classification, sentiment analysis, and question-answering. However, the full potential of Mistral LLM can only be realized when it is integrated with a vector database like Chroma Vector Database to create a RAG (Recallable AI Guide) application. In this proposal, we will discuss the problem statement, solution overview, benefits of the solution, our proposal, implementation plan, and pricing and packages for integrating Mistral LLM with Chroma Vector Database. 
Our solution involves creating a script that connects Mistral LLM with Chroma Vector Database to create a RAG application. 

The Streamlit application that we created does 3 things
Create a normal chat interface to converse with Mistral 7B
Create a RAG application to let you chat with your documents and save them to a Chroma DB
Make a connection with an existing Chroma DB and chat with this


 the full potential of Mistral LLM can only be realized when it is integrated with a vector database like Chroma Vector Database to create a RAG (Recallable AI Guide) application. 


RSLT

Ruben Tak

nilsjenn

GabrielRenno

Empowering AI enthusiasts with cutting-edge Mistral AI models.

Mistral AI

LlamaIndex connects data sources to large language models, providing tools to ingest, index, and query data for building powerful AI apps augmented by your knowledge.

LlamaIndex

Large language models (LLMs) have transformed the way we approach machine learning and artificial intelligence. These models are incredibly powerful, but their true potential lies in their ability to work in harmony with other sources of data and computation. This library has been developed to assist developers in building applications that combine LLMs with other technologies, allowing them to create truly intelligent and innovative products.

LangChain

Langchain

Mistral and Chroma Vector Database RAG Application

MistralMED is a promising startup that specializes in providing AI-driven solutions for complex medical inquiries and research. This summary offers a financial perspective on the company's potential.

Problem & Solution:

MistralMED addresses a significant issue in the medical research field, where existing language models struggle to provide accurate and contextually relevant answers to complex medical queries. The company's specialized AI model, trained on an extensive medical database, is designed to offer precision and contextual understanding. This differentiation is a strong competitive advantage.

Market Potential:

The global medical research and healthcare market is substantial and presents significant opportunities for MistralMED. The company can tap into the demand for accurate and insightful solutions in the medical field, serving researchers, healthcare professionals, and institutions. This addresses a critical need in a growing industry.

Competitive Advantage:

MistralMED's competitive edge lies in its unique focus on the medical domain. The company's ability to provide accurate and context-aware responses sets it apart from general-purpose language models. This specialization is a key selling point, catering directly to the needs of the medical research and healthcare sectors.

Revenue Model:

MistralMED's revenue model is based on subscriptions for researchers and healthcare institutions. This approach offers a recurring revenue stream, which can be an attractive financial feature for investors. Additionally, the company plans to offer API access, potentially expanding its revenue streams by collaborating with third-party developers.

Funding Requirements:

MistralMED is seeking $300,000 in computing credits.

MistralMED outshines other language models when it comes to answering complex medical questions, providing accurate and powerful insights for researchers.

MistralMED

MistralGuide serves as an intelligent onboarding assistant designed to ease the learning curve for new developers stepping into the expansive ecosystem of Mistral 7B, a leading language model with advanced natural language processing capabilities. The landscape of AI-driven language models is rich but often overwhelming, and MistralGuide aims to be the gateway that simplifies this complexity.

Using Mistral 7B's own capabilities, our chatbot responds in real-time to a wide array of queries—ranging from basic set-up instructions, best practices, to advanced implementation strategies. What sets MistralGuide apart is its ability to provide contextually relevant code snippets, link to detailed tutorials, and offer problem-solving tips, effectively serving as a one-stop knowledge hub. Whether a developer is stuck on a specific function call or is exploring architectural decisions, MistralGuide has it covered.

The chatbot is equipped with an intuitive user interface that provides seamless navigation through categories like 'Getting Started,' 'Troubleshooting,' 'Best Practices,' and 'Advanced Techniques.' Its target audience spans from students and self-taught developers to industry professionals who want to quickly adapt Mistral 7B into their workflow. Given the growing importance of AI and NLP in application development, having a go-to resource like MistralGuide can significantly accelerate the adoption of Mistral 7B, thereby enriching the developer community.

As for technology, MistralGuide leverages the cutting-edge functionalities of Mistral 7B, making full use of its long sequence lengths and natural coding abilities to provide accurate and comprehensive assistance. It's not just a chatbot; it's a mentor coded to guide you through the labyrinthine paths of AI-driven development.

A chatbot designed to onboard new developers to the Mistral 7B ecosystem, answering queries, providing guidance, and showcasing functionalities.

Spanish Team

jddam

BrightCoder

Chroma is an AI-native open-source embedding database. The fastest way to build Python or JavaScript LLM apps with memory

Chroma

MistralGuide Your Companion to Discover Mistral7B

"Customer Support Chatbot Mistral-7B with Memory" is a groundbreaking solution for enhanced customer support on Twitter. Powered by the Mistral-7B model from Hugging Face, it excels in providing exceptional conversational assistance and boasts a unique memory feature that recalls entire conversation histories. This Twitter support bot addresses a wide array of issues, including account management, technical problems, account safety, content-related concerns, billing, and advertising support. Its diverse audience includes businesses, organizations, and individual users seeking efficient and reliable Twitter support. With its conversational prowess and memory capabilities, it delivers personalized solutions and recommendations. This chatbot is set to transform Twitter support, offering a truly exceptional user experience.

Meet "Customer Support Chatbot Mistral-7B with Memory" for efficient, comprehensive Twitter support. Powered by Hugging Face's advanced model, it offers remarkable memory capabilities, transforming your customer support experience.

ctrlaltdefeat

Archit Singh

Customer support chatbot for twitter

Socratic-AI is an innovative open-source chatbot designed to reshape the way we learn and interact. By harnessing the capabilities of Mistral 7B, the chatbot engages users in profound dialogues grounded in the Socratic method. This approach stimulates critical thinking, promotes self-awareness, and deepens understanding. The power of Mistral 7B's Instruct model and some prompt engineering ensures that conversations are not only meaningful but also contextually relevant and instructive. While our platform is built using the robust Next.js framework, it's the seamless integration with Mistral 7B that stands at its core. We've also prioritized user experience, with a clean UI styled using Tailwind CSS, session storage for continuity in conversations, and reliable authentication mechanisms. Dive into a new era of learning with Socratic-AI

Socratic-AI: An advanced chatbot leveraging Mistral 7B to enhance learning through the Socratic method. Check it out at socratic-ai.vercel.app

transcendence

Richa Sinha

Mind-Interfaces

Meta-Sean

Vercel is a platform designed for developers, providing speed, reliability, and scalability to create and deploy web applications. With built-in CI/CD, zero configuration, and deep integrations with popular Git providers such as GitHub, GitLab, and Bitbucket, Vercel streamlines the development process, making it easy for teams to collaborate and iterate on their projects.

Vercel

Redis is an open-source, in-memory data store that provides access to mutable data structures via a set of commands. It offers high performance and scalability, making it a popular choice for use in web applications and other use cases that require fast data access. Redis supports various advanced features such as persistence options, replication, clustering, and pub/sub messaging.

Mistral 7B 24-Hours Hackathon Summary

Hackathon Overview

Winners and Finalists

Mistral and Chroma Vector Database RAG Application

socratic-ai

Customer support chatbot for twitter

Submitted Concepts, Prototypes and Pitches

Mistral and Chroma Vector Database RAG Application

MistralMED

MistralGuide Your Companion to Discover Mistral7B

Customer support chatbot for twitter

socratic-ai