Radical AIFMC x Cohere GenerativeAI Hackathon

Join us as we kick off the hackathon with an opening address by Radical Ventures!

Radical Ventures Opening Address | Kick off

Luis Serrano will provide an introduction to Cohere, setting the stage for the hackathon.

Cohere Opening and Introduction

Get acquainted with the rules and guidelines for the hackathon.

Hackathon Rules of Engagement

Luis Serrano will lead a 45-minutes session introducing Generative AI, Semantic Search, and Reranking.

 Intro to Generative AI and Semantic Search and Rerank 

Join us for an office hour session by Radical Ventures.

Radical Office Hour

Make sure to submit your hackathon project by this deadline!

Project Submission Deadline

Judges including Aaron Rosenburg, Jay Alammar, Luis Serrano, and Sandra Kublik will evaluate projects asynchronously during the next five days.

Project Evaluation Starts

Tune in to the live broadcast where winners will pitch their projects, and the hackathon winners will be announced.

Live Broadcast: Winner Pitch and Announcement

Ayesha_Imr

The "Cohere-Powered Exam RAG Bot" is a cutting-edge educational platform for O Level Physics, leveraging Cohere's language models to aid learning. Cohere Embed transforms course notes into vector embeddings, creating a mathematical representation for quick information retrieval, with Qdrant ensuring a scalable vector database.

Cohere Generate, using the command-nightly model, responds to queries with contextually aware answers, simulating a tutor's assistance. Cohere ReRank refines this process, selecting the most pertinent documents to bolster the bot's response quality and speed.

At the core, Langchain weaves together document retrieval and natural language processing to form an intelligent RAG system, while Streamlit's interactive interface makes the AI accessible and user-friendly.

The app's market value stems from its innovative approach to personalized, tech-based learning. It stands out for its on-demand educational support, meeting the increasing need for accessible learning tools.

Future expansions include multimodal capabilities, enabling the bot to interpret diagrams and images, and multilingual support, broadening its user base. Plans to enrich the knowledge base and branch into subjects like Chemistry and Math will transform the app into a comprehensive academic resource. This growth trajectory positions the "Cohere-Powered Exam RAG Bot" to reshape e-learning globally.

This innovative RAG-based chatbot app leverages Cohere Embed for creating vector embeddings, Cohere Generate for AI-driven responses, and Cohere ReRank for enhanced retrieval, providing efficient and accurate solutions to O Level Physics queries.

"AI team on Radical AIFMC x Cohere GenerativeAI Hackathon Hackathon"

Team Idea

Submission