JocelynVelarde / FinanceAI

Code repository for Atrato Financial Hackathon

FinanceAI: Your financial assistant 🪙

Just ask and we will respond

Authors

• @JocelynVelarde
• @Diego785xd
• @SOGAZG1598
• @

Features

• For users easily type in their question and get solutions
• Upload employee database to receive contact information about possible problem solvers
• Receive metric information about API costs in real time
• Prevent SQL inyections from prompt input
• Limited hateful speech for LLM
• Implemented feedback support for improvement using TruLens
• Optimized API costs using Embeddings and vectorized data sets
• Light and Dark mode enabled
• Available in all devices

Structure

streamlit_app 
├─ home.py
├─ .streamlit
│   └─ secrets.toml
├─ api
│  └─ auth_openai.py
│  └─ processing.py
├─ assets
│  └─ files
│  └─ images
├─ styles
├─ pages
│  └─ report_bug.py
│  └─ get started.py
│  └─ user.py
└─ requirements.txt

Tools

• OpenAI API
• Streamlit
• LangChain
• Hugging Face
• TruLens

Deployed with: Streamlit Cloud

Demo

YouTube

License

MIT