citiGPT

citiGPT - Personalized Finance Assistant

Feature from Winning Project at Ada Lovelace Hackathon 2023 organised by Citi Bank

citiGPT is an intelligent personal assistant designed to improve customer experience for Citi Bank users. With access to your financial data and Citi Bank's services and schemes, citiGPT provides personalized responses to queries such as your current balance, recent transactions, and more. Powered by a combination of Pinecone, LLaMA models via Groq API, citiGPT enables a seamless, secure interaction with your finances.

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♾️ About The Project

citiGPT was developed during the Ada Lovelace Hackathon organized by Citi Bank, focusing on improving customer experience. This AI-driven assistant allows customers to interact with their financial data seamlessly. By leveraging cutting-edge tools like Pinecone for vector search and LLaMA via Groq API, citiGPT delivers personalized responses to complex finance-related queries like:

• "What is my current balance?"
• "What is my family's spending this month?"
• "What are the latest Citibank schemes and offers?"

By integrating Citibank's real-time data on interest rates, schemes, and other financial products, citiGPT provides an all-in-one personal finance manager.

Our team won the hackathon with this project, showcasing how AI can transform personal finance management.

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Built With

The technologies and tools used are:

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?‍ Getting Started

Follow the below steps to set up the project:

Prerequisites

API keys for Pinecone and Groq

Installation

1. Clone the repository

   git clone https://github.com/siddhesh-desai/citiGPT.git

2. Install the dependencies:

   npm i

3. Replace the below API Keys with your ones in .env file:

   PINECONE_API_KEY='YOUR_PINECONE_API_KEY'
   GROQ_API_KEY='YOUR_GROQ_API_KEY'
   PINECONE_INDEX_NAME = 'citiwise-open'
   PINECONE_INDEX_NAMESPACE= 'main-citi-site'

4. Run the application

   node index.js

5. If you want to add more sites to Pinecone database, change the url inside scripts/add_site_to_pinecone.js and execute.

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Features

• Personalized finance queries: Get answers to personal and family finance data.
• Access Citibank's real-time data: Schemes, interest rates, and offers.
• Highly secure: Keeps your financial data safe using Pinecone's vector database.
• AI-powered responses: Powered by LLaMA for contextual and accurate responses.

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?️ Roadmap

• Query personal finance data
• Fetch Citibank’s latest schemes and offers
• Dark Mode
• Integration of Voice Assistant

See the open issues for a full list of proposed features (and known issues).

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? Contributing

Any contributions you make are greatly appreciated.

If you have a suggestion that would make this better, please fork the repo and create a pull request. You can also simply open an issue with the tag "enhancement". Don't forget to give the project a star! Thanks again!

1. Fork the Project
2. Create your Feature Branch (git checkout -b feature/AmazingFeature)
3. Commit your Changes (git commit -m 'Add some AmazingFeature')
4. Push to the Branch (git push origin feature/AmazingFeature)
5. Open a Pull Request

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? Contact

Siddhesh Desai - @thesiddheshdesai - [email protected]

Project Link: https://github.com/siddhesh-desai/citiGPT

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? Screenshots

Contributors

Thanks go to these wonderful people:

• Siddhesh Desai
• Rajkumar Dongre
• Sanket Disale
• Sanskruti Khedkar
• Samarth Bura
• Tejaswini Wanare