🏦 Account Balance Browser Agent

An enterprise-style AI Browser Agent that automates retrieving an account balance from a web application using browser automation.

The agent launches a browser, securely logs into the application, navigates to the account page, retrieves the account balance, captures a screenshot, and returns the result automatically.

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🚀 Features

• 🤖 AI-driven browser automation
• 🔐 Automated login workflow
• 🌐 Intelligent page navigation
• 💰 Account balance retrieval
• 📸 Automatic screenshot capture
• ⚡ Playwright-powered browser automation
• 🐍 Python implementation
• 🧩 Modular project architecture
• 📝 Easy to extend for enterprise applications

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Architecture

                 User Query
                       │
                       ▼
         Account Balance Agent
                       │
                       ▼
          Playwright Browser
                       │
      ┌────────────────┴───────────────┐
      │                                │
      ▼                                ▼
 Login to Application         Navigate to Account Page
                                       │
                                       ▼
                          Retrieve Account Balance
                                       │
                                       ▼
                           Capture Screenshot
                                       │
                                       ▼
                           Return Final Response

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Tech Stack

Technology	Usage
Python	Backend
Playwright	Browser Automation
HTML	Demo Banking Portal
CSS	UI
JavaScript	Client-side interactions
VS Code	Development
Git	Version Control
GitHub	Source Code Management

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Project Structure

account-balance-browser-agent/
│
├── app/
│   ├── static/
│   ├── templates/
│   ├── routes/
│   └── utils/
│
├── screenshots/
│
├── test_playwright.py
├── requirements.txt
├── README.md
├── .gitignore
└── .env.example

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Workflow

1. User asks for an account balance.
2. Agent launches the browser.
3. Agent logs into the banking portal.
4. Agent navigates to the Account Summary page.
5. Agent retrieves the account balance.
6. Agent captures a screenshot.
7. Agent returns the balance and screenshot.

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Sample Output

Account Number:
10001

Account Balance:
$24,850.73

Status:
Success

Screenshot:
screenshots/account_balance.png

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Installation

Clone the repository

git clone https://github.com/gireeshvuyyuru501-design/account-balance-browser-agent.git

Go to the project

cd account-balance-browser-agent

Create a virtual environment

python -m venv .venv

Activate

Windows

.venv\Scripts\activate

Install dependencies

pip install -r requirements.txt

Install Playwright

playwright install

Run

python test_playwright.py

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Future Enhancements

• ✅ Natural Language interface
• ✅ LangChain integration
• ✅ LangGraph workflow orchestration
• ✅ Model Context Protocol (MCP)
• ✅ Multi-Agent architecture
• ✅ FastAPI REST APIs
• ✅ Docker deployment
• ✅ Kubernetes deployment
• ✅ Authentication token management
• ✅ AI decision making
• ✅ Enterprise workflow automation

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Enterprise Use Cases

• Banking
• Insurance
• Healthcare
• Finance
• Customer Support
• Enterprise Operations
• Internal Business Automation

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Skills Demonstrated

• Browser Automation
• Agentic AI Concepts
• Python Development
• Playwright
• Workflow Automation
• Enterprise Software Development
• API Integration
• Software Architecture
• Version Control
• Problem Solving

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Author

Girish V

AI/ML Engineer | Generative AI Engineer | Agentic AI | LangChain | LangGraph | MCP | FastAPI | Python

GitHub: https://github.com/gireeshvuyyuru501-design

LinkedIn: https://www.linkedin.com/in/girish-genai-engineer

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License

This project is intended for educational and portfolio purposes.