Finance_Agent_Using_Phidata

A powerful AI-powered application that combines web search and financial analysis capabilities using Groq LLM and Phi framework.

🌟 Features

• Web Search Agent: Performs comprehensive web searches and generates NYT-style articles
• Finance Agent: Analyzes stock market data and provides financial insights
• Multi-Agent System: Combines both agents for complex queries
• Interactive Playground: Web interface to interact with the agents

🚀 Getting Started

Prerequisites

Make sure you have Python installed and the following packages:

• pandas
• cassandra-driver
• phidata
• python-dotenv
• yfinance
• duckduckgo-search
• fastapi
• uvicorn
• groq
• os-sys
• dotenv
• python-docx (optional , if you face error)

Installation

1. Clone the repository:

git clone https://github.com/nottarun7/Finance_Agent_Using_Phidata.git

2. Install dependencies:

pip install -r requirements.txt

3. Create a .env file in the root directory with your API keys:

GROQ_API_KEY="your_groq_api_key"
PHI_API_KEY="your_phi_api_key"

4. Usage

Running the Playground

python playground.py

This will start a local server with the playground interface where you can interact with both agents.

Using Individual Agents

You can also use the agents directly in your code:

from agent import web_search_agent, finance_agent, multi_agent

Use web search agent

web_search_agent.print_response("Your query here")

Use finance agent

finance_agent.print_response("Get NVIDIA stock analysis")

Use multi-agent system

multi_agent.print_response("Summarize analyst recommendation and share the latest news for NVIDIA")

🔧 Agent Capabilities

Web Search Agent

• Searches for top 5 relevant links
• Extracts and analyzes article content
• Generates NYT-style articles
• Includes source citations

Finance Agent

• Real-time stock price information
• Analyst recommendations
• Stock fundamentals analysis
• Data presented in markdown tables

🛠️ Built With

• Phi Framework
• Groq LLM
• DuckDuckGo Search API
• YFinance
• FastAPI

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

⚠️ Security Note

Never commit your API keys to version control. Always use environment variables or a secure secrets management system.