AI-powered financial report analysis using RAG (Retrieval-Augmented Generation) to eliminate hallucinations and provide accurate, data-driven insights.
🚀 Features
Upload PDF Reports: Process financial reports in PDF format
Vector Search: ChromaDB for efficient semantic search
Interactive Chat: Natural language Q&A interface
Example Prompts: Quick-start questions for common queries
🔧 Setup
API Keys Configuration
To use this app, you need to add your API keys in the Hugging Face Space settings:
Go to your Space settings
Navigate to "Variables and secrets"
Add the following secrets:
GROQ_API_KEY: Your Groq API key
OPENAI_API_KEY: Your OpenAI API key
You only need one of them, but you can add both to switch between providers.
OCR Support (for Scanned PDFs)
For image-based/scanned PDFs, the app uses Tesseract OCR. The packages.txt file is included to install Tesseract in Hugging Face Spaces. If OCR doesn't work:
Hugging Face Spaces: Tesseract should be installed automatically via packages.txt
