Implement core ScrapeGraphAI SDK integration with Elasticsearch

Co-authored-by: lurenss <[email protected]>

Author: Copilot

.env.example

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+# Elasticsearch Configuration
+ELASTICSEARCH_HOST=localhost
+ELASTICSEARCH_PORT=9200
+ELASTICSEARCH_SCHEME=http
+ELASTICSEARCH_USERNAME=elastic
+ELASTICSEARCH_PASSWORD=changeme
+
+# ScrapeGraphAI Configuration
+SCRAPEGRAPHAI_API_KEY=your_api_key_here
+
+# Optional: OpenAI API Key for LLM functionality
+OPENAI_API_KEY=your_openai_api_key_here

.gitignore

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+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+env/
+venv/
+ENV/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Environment
+.env
+
+# IDEs
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+
+# Logs
+*.log
+
+# OS
+.DS_Store
+Thumbs.db
+
+# Data
+data/
+*.csv
+*.json

CONTRIBUTING.md

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+# Contributing to ScrapeGraphAI Elasticsearch Demo
+
+Thank you for your interest in contributing to this project! We welcome contributions from the community.
+
+## How to Contribute
+
+### Reporting Bugs
+
+If you find a bug, please open an issue on GitHub with:
+- A clear, descriptive title
+- Steps to reproduce the bug
+- Expected behavior
+- Actual behavior
+- Your environment (OS, Python version, etc.)
+
+### Suggesting Enhancements
+
+We welcome suggestions for new features or improvements. Please open an issue with:
+- A clear description of the enhancement
+- Use cases and benefits
+- Any relevant examples or mockups
+
+### Pull Requests
+
+1. Fork the repository
+2. Create a new branch for your feature (`git checkout -b feature/amazing-feature`)
+3. Make your changes
+4. Ensure code follows the existing style
+5. Test your changes thoroughly
+6. Commit your changes (`git commit -m 'Add amazing feature'`)
+7. Push to your branch (`git push origin feature/amazing-feature`)
+8. Open a Pull Request
+
+### Code Style
+
+- Follow PEP 8 guidelines for Python code
+- Use type hints where appropriate
+- Add docstrings to functions and classes
+- Keep functions focused and concise
+- Write descriptive variable and function names
+
+### Testing
+
+- Test your changes with both mock data and real data (if applicable)
+- Ensure Elasticsearch integration works correctly
+- Test with different Python versions if possible
+
+### Documentation
+
+- Update README.md if you add new features
+- Add docstrings to new functions and classes
+- Update examples if needed
+- Keep documentation clear and concise
+
+## Development Setup
+
+```bash
+# Clone your fork
+git clone https://github.com/your-username/scrapegraph-elasticsearch-demo.git
+cd scrapegraph-elasticsearch-demo
+
+# Create virtual environment
+python -m venv venv
+source venv/bin/activate  # On Windows: venv\Scripts\activate
+
+# Install dependencies
+pip install -r requirements.txt
+
+# Start Elasticsearch
+docker-compose up -d
+
+# Run examples to test
+python examples/basic_usage.py
+```
+
+## Questions?
+
+If you have questions, feel free to:
+- Open an issue on GitHub
+- Check existing issues and discussions
+- Review the documentation
+
+Thank you for contributing! 🎉

LICENSE

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+MIT License
+
+Copyright (c) 2024 ScrapeGraphAI
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.