Financial Agent Pro is a production-ready Agentic AI Application that provides real-time stock market insights and financial analysis. It leverages Llama 3 (70B) via the Groq LPU for sub-second inference, grounded in real-time data using PhiData tools.
- 🗣️ Natural Language Interface: Ask complex financial queries (e.g., "Compare AAPL and MSFT fundamentals").
- 📉 Real-Time RAG Pipeline: Fetches live stock prices, analyst ratings, and P/E ratios using YFinance tools to prevent hallucinations.
- 📰 News Integration: Aggregates latest market news via DuckDuckGo search tools.
- 🚀 High-Performance Inference: Powered by Groq API, delivering responses 10x faster than standard GPT-4 implementations.
- 🐳 Containerized: Fully Dockerized architecture deployed on Render.
- LLM: Llama 3 (70B) via Groq Cloud
- Orchestration: PhiData (Agentic Workflow)
- Backend: Flask (Python)
- Tools: YFinance, DuckDuckGo Search
- Deployment: Docker, Render
To run this project locally, follow these steps:
- Clone the repository
git clone [https://github.com/hari-599/financial_agent.git](https://github.com/hari-599/financial_agent.git) cd financial_agent