hhsassi/tunisia-economic-rag

RAG system for analyzing Tunisia's economic data # Tunisia Financial Data RAG RAG system for analyzing Tunisia's economic indicators using LangChain and Groq. ## Tech Stack - **LangChain** - RAG framework - **Groq API** (Llama 3.1) - LLM - **ChromaDB** - Vector database - **Streamlit** - Web interface - **HuggingFace** - Embeddings ## Features - Web scraping of financial data sources - Semantic search with vector embeddings - Automatic table generation - Multi-format export (CSV, JSON, Excel) - Interactive Q&A interface ## Setup ```bash pip install -r requirements.txt # Create secrets file mkdir .streamlit cp .streamlit/secrets.toml.example .streamlit/secrets.toml # Edit .streamlit/secrets.toml with your Groq API key streamlit run streamlit_app.py ``` ## Data Sources - Université de Sherbrooke - Economic indicators - INS Tunisia - Official statistics ## Usage Ask questions like: - "Show me Tunisia's GDP growth by year" - "Create a table of inflation data" - "Compare government vs private consumption" ## License Educational and research purposes.