CrewAi-Gemini-Stock-Analyser

# CrewAI Multi Agent Stock Analyzer 📊🤖

<img align="right" alt="Agentic AI Stock Analyser APP" height="220" width="500" src="https://github.com/user-attachments/assets/b16234cb-3791-4af5-8ef3-b16cd7f2e3dd">

**An AI-powered stock analysis and investment recommendation app built using [CrewAI Agents](https://www.crewai.com), [Gemini LLM](https://ai.google.dev/), [DuckDuckGo Search](https://duckduckgo.com/) 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

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## 🛠️ 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:**
```bash
st