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README.md

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-# AI-Powered Test Automation System
-
-A comprehensive test automation system that leverages AI to generate, manage, and execute test cases from various document sources.
-
-## Features
-
-- Document Processing
-  - PDF, Word, and scanned document support
-  - OCR capabilities using Tesseract
-  - Document segmentation for large files
-  - Multi-stage processing pipeline
-
-- AI Integration
-  - Support for multiple LLM providers (OpenAI, Local LLMs, OpenRouter)
-  - Model benchmarking capabilities
-  - Requirement extraction and analysis
-  - Test case generation and validation
-
-- Test Management
-  - Export to TestRail, JIRA, qTest
-  - Test case validation metrics
-  - Risk-based prioritization
-  - Requirement traceability matrix
-  - Coverage analysis
-
-- Automation
-  - Test script generation (Python, Selenium, Playwright)
-  - CI/CD pipeline integration
-  - Docker containerization
-  - RabbitMQ for async processing
-
-## Project Structure
-
-```
-testauto/
-├── api/                    # API endpoints
-│   ├── routes/            # API route definitions
-│   └── middleware/        # API middleware
-├── core/                  # Core business logic
-│   ├── document/         # Document processing
-│   ├── ai/              # AI integration
-│   ├── test/            # Test management
-│   └── automation/      # Test automation
-├── services/             # Microservices
-│   ├── document_service/
-│   ├── ai_service/
-│   ├── test_service/
-│   └── automation_service/
-├── utils/                # Utility functions
-├── tests/               # Unit and integration tests
-├── config/              # Configuration files
-├── docker/              # Docker configuration
-└── frontend/            # Web interface
-```
-
-## Setup Instructions
-
-1. Install dependencies:
-```bash
-pip install -r requirements.txt
-```
-
-2. Set up environment variables:
-```bash
-cp .env.example .env
-# Edit .env with your configuration
-```
-
-3. Start the services:
-```bash
-docker-compose up -d
-```
-
-4. Run the application:
-```bash
-python run.py
-```
-
-## API Documentation
-
-The API documentation is available at `/docs` when running the application.
-
-## Required Documents for Features
-
-- Test Plan Generation: Project requirements document, scope document
-- Test Case Generation: Functional requirements, user stories
-- Risk Assessment: Project risk document, historical defect data
-- Test Data Generation: Data models, sample data
-- Defect Prediction: Historical defect reports, code metrics
-
-## Contributing
-
-Please read CONTRIBUTING.md for details on our code of conduct and the process for submitting pull requests.
-
-## License
-
-This project is licensed under the MIT License - see the LICENSE file for details.