Built by: Mubarak Odufade, Jack Hachicho, Harmain Munir, Idris Hassan
CUNYGPT is designed to provide CUNY students with easy access to essential resources right at their fingertips! Say goodbye to the hassle of searching for hyperlinks and endlessly browsing on Google. With CUNYGPT, all the information you need is just a chat away.Currently CUNY GPT boats over 17000 cuny courses and 30000 job postings + skills, with information on resources around all New York Boroughs.
- Chat Application: CUNYGPT is a chat application that allows students to interact with a custom chat application designed specifically to answer questions related to their essential needs.
- Resource Access: The app provides a streamlined way to access helpful resources, ensuring students have the support they need without the frustration of traditional search methods.
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Front-End:
- Next.js: The framework used to build the project.
- React: Managed the chat interface and passed chat history to the backend API routes.
- Vercel's AI SDK: Integrated to add chat capabilities to the frontend.
- Chakra UI: Utilized for designing and styling the user interface.
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Back-End:
- Python: Used with Selenium and Pandas to get and clean the data.
- MongoDB Atlas: Utilized as the vector database.
- OpenAI: Used to generate embeddings for each data entry.
- Langchain: Implemented for RAG (retrieval-augmented generation) and contextual implementation.
- OpenAI APIs: Various integrations to generate embeddings, prompts, and feed them into RAG chains.
To run CUNYGPT locally, follow these steps:
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Clone the Repository:
git clone https://github.com/your-repo/cunygpt.git
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Install Dependencies:
cd cunygpt npm installNote: This command only needs to be run once during the initial setup.
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Run the Application:
npm run dev
Special thanks to the team for their hard work and dedication to this project. Your contributions have made CUNYGPT possible.