AI-powered stock analysis and investment recommendation app using CrewAI agents, Gemini LLM, DuckDuckGo Search and real-time market data. Generates comprehensive reports, news summaries, and buy/hold/sell advice.

CrewAI Multi Agent Stock Analyzer 📊🤖

An AI-powered stock analysis and investment recommendation app built using CrewAI Agents, Gemini LLM, DuckDuckGo Search and real-time financial data via Yahoo Finance. The application uses multi-agent AI with Gemini models to collect stock data, news, research/web scraping and perform financial analysis & generates comprehensive reports, news summaries, and buy/hold/sell advice.

🔍 Features

• 📈 Real-time stock data, financial ratios, and historical trends
• 📰 Latest company-specific news analysis
• 🧠 Multi-agent reasoning using CrewAI
• 💡 Buy/Hold/Sell recommendations based on financial insights
• 📨 Report generation + optional email delivery
• 🧾 Exports PDF report for LinkedIn, email, or investor presentation use

🛠️ Tech Stack

• CrewAI – Autonomous multi-agent orchestration
• Google Gemini (via Langchain) – LLM for reasoning and generation
• Yahoo Finance API – Real-time financial data
• Streamlit – Interactive web UI
• pdfkit + markdown – PDF report generation
• smtplib – Email dispatch functionality

🤖🤖 Agents:

• Stock Data Collector
• News Reader
• Financial Analyst
• Financial Expert

Workflow

• Input company name or stock ticker to generate reports.
• Fetches real-time stock data and historical prices.
• Extract financial data from income statements, balance sheets and cash flow.
• Summarizes recent news articles related to the stock.
• Conducts stock market research with web scraping.
• Generates a detailed stock analysis report in both text/markdown and PDF formats.
• Displays the report and chain of thought reasoning in the user interface.
• Sends the generated report via email.

Run Application:

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