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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. 

app.py

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+import os
+from app.main import app
+import uvicorn
+
+if __name__ == "__main__":
+    port = int(os.getenv("PORT", 8000))
+    uvicorn.run(app, host="0.0.0.0", port=port) 

docker-compose.yml

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+version: '3.8'
+
+services:
+  app:
+    build:
+      context: .
+      dockerfile: docker/Dockerfile
+    ports:
+      - "8000:8000"
+    environment:
+      - POSTGRES_SERVER=db
+      - POSTGRES_USER=postgres
+      - POSTGRES_PASSWORD=postgres
+      - POSTGRES_DB=testauto
+      - RABBITMQ_HOST=rabbitmq
+    depends_on:
+      - db
+      - rabbitmq
+    volumes:
+      - ./uploads:/app/uploads
+      - ./generated_scripts:/app/generated_scripts
+      - ./logs:/app/logs
+
+  db:
+    image: postgres:13
+    environment:
+      - POSTGRES_USER=postgres
+      - POSTGRES_PASSWORD=postgres
+      - POSTGRES_DB=testauto
+    volumes:
+      - postgres_data:/var/lib/postgresql/data
+    ports:
+      - "5432:5432"
+
+  rabbitmq:
+    image: rabbitmq:3-management
+    ports:
+      - "5672:5672"
+      - "15672:15672"
+    environment:
+      - RABBITMQ_DEFAULT_USER=guest
+      - RABBITMQ_DEFAULT_PASS=guest
+    volumes:
+      - rabbitmq_data:/var/lib/rabbitmq
+
+volumes:
+  postgres_data:
+  rabbitmq_data: 

requirements.txt

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+# Core dependencies
+fastapi==0.68.1
+uvicorn==0.15.0
+python-multipart==0.0.5
+pydantic==1.8.2
+loguru==0.5.3
+
+# Database
+sqlalchemy==1.4.23
+psycopg2-binary==2.9.1
+alembic==1.7.1
+
+# Message Queue
+pika==1.2.0
+
+# Document Processing
+python-docx==0.8.11
+PyPDF2==1.26.0
+pytesseract==0.3.8
+Pillow==8.3.2
+
+# AI/ML
+openai==0.27.0
+transformers==4.11.3
+torch==1.9.0
+numpy==1.21.2
+pandas==1.3.3
+
+# Testing
+pytest==6.2.5
+pytest-cov==2.12.1
+pytest-asyncio==0.15.1
+
+# Test Management Integration
+testrail-api==1.10.1
+jira==3.5.1
+
+# Utilities
+python-dotenv==0.19.0
+requests==2.26.0
+aiohttp==3.7.4
+
+# AI and ML
+sentence-transformers==2.2.2
+
+# Automation
+selenium==4.15.2
+playwright==1.40.0
+
+# Message Queue
+aio-pika==9.3.0
+
+# Database
+alembic==1.12.1
+
+# Utilities
+python-dotenv==1.0.0
+loguru==0.7.2
+numpy==1.26.2
+
+# Testing
+pytest-mock==3.12.0
+httpx==0.25.2
+
+# Security
+python-jose==3.3.0
+passlib==1.7.4
+bcrypt==4.0.1
+
+# Monitoring
+prometheus-client==0.19.0
+sentry-sdk==1.35.0