An intelligent document analysis and Q&A system for Santa Clara University Finance Department
Project description
PyPI installation
pip install finance-chatbot
Prerequisites
Python 3.8+ pip (Python package manager) Google Gemini API Key Ollama (optional)
Installation
- Clone the Repository
git clone https://github.com/pradeept3/finance-chatbot.git
cd finance-chatbot
- Install Dependencies
pip install -r requirements.txt
- update the /backend/.env file:
GOOGLE_API_KEY=your_google_api_key_here
OLLAMA_API_URL=http://localhost:11434
PORT=5000
UPLOAD_DIR=./uploaded_documents
MAX_UPLOAD_SIZE=50
- Running the Application
Start Backend Server Open Terminal/ Command prompt: Goto the finance-chatbot folder and type cd backend python app.py Backend runs on: http://127.0.0.1:5000 Start Frontend (in new terminal) Goto the finance-chatbot folder and type cd frontend streamlit run main.py Frontend runs on: http://localhost:8501
- Checklist Before Deployment
A. All dependencies installed (pip install -r requirements.txt) B. .env file configured with API keys C. Backend tested (python app.py) D. Frontend tested (streamlit run main.py) E. Sample documents uploaded and searched F. Admin/Student/Guest roles working
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