📊 Personal Financial Advisor Agent

A Streamlit-powered AI application that provides stock market analysis, company insights, and investment recommendations using multiple AI agents.

🌟 Features

• Multi-Agent AI System

  • 📈 Market Analyst: Identifies market trends
  • 🏢 Company Researcher: Analyzes financials and risks
  • 💰 Investment Strategist: Provides portfolio recommendations

• Real-Time Stock Data

  • Price history visualization with moving averages
  • Key metrics (52-week high/low, market cap, earnings dates)

• Interactive Chat Interface

  • Natural language queries
  • Context-aware responses

• Performance Monitoring

  • Response time tracking
  • Agent usage statistics

• Customizable Models

  • Switch between LLama3 and DeepSeek models per agent

🚀 Installation

1. Prerequisites:
   • Python 3.8+
   • Ollama running locally

   # Download required models
   ollama pull llama3.2
   ollama pull deepseek-r1:1.5b
   

Setting up Conda env & running the streamlit ui

Conda env setup

conda create -p venv python==3.12

install the required libraries/dependencies

pip install -r requirements.txt

to start the streamlit page:

streamlit run app.py