diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
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+# 🤝 Contributing to SemantiCore
+
+Thank you for your interest in contributing to SemantiCore! This document provides guidelines and information for contributors.
+
+## 🎯 How to Contribute
+
+### **Types of Contributions**
+
+1. **🐛 Bug Reports**: Report bugs and issues
+2. **✨ Feature Requests**: Suggest new features and improvements
+3. **📝 Documentation**: Improve documentation and examples
+4. **💻 Code Contributions**: Submit code changes and improvements
+5. **🧪 Testing**: Add tests and improve test coverage
+6. **🌐 Community**: Help with community support and discussions
+
+## 🚀 Getting Started
+
+### **Prerequisites**
+- Python 3.8 or higher
+- Git
+- Basic knowledge of Python and semantic web technologies
+
+### **Development Setup**
+```bash
+# Fork and clone the repository
+git clone https://github.com/YOUR_USERNAME/semanticore.git
+cd semanticore
+
+# Create virtual environment
+python -m venv venv
+source venv/bin/activate  # On Windows: venv\Scripts\activate
+
+# Install development dependencies
+pip install -e ".[dev]"
+
+# Setup pre-commit hooks
+pre-commit install
+```
+
+## 📝 Development Workflow
+
+### **1. Create a Feature Branch**
+```bash
+git checkout -b feature/your-feature-name
+# or
+git checkout -b fix/your-bug-fix
+```
+
+### **2. Make Your Changes**
+- Follow the coding standards (see below)
+- Add tests for new functionality
+- Update documentation as needed
+
+### **3. Test Your Changes**
+```bash
+# Run all tests
+pytest
+
+# Run with coverage
+pytest --cov=semanticore
+
+# Run linting
+flake8 semanticore/
+mypy semanticore/
+
+# Format code
+black semanticore/
+isort semanticore/
+```
+
+### **4. Commit Your Changes**
+```bash
+git add .
+git commit -m "feat: add new PDF processor functionality
+
+- Add support for table extraction from PDFs
+- Implement metadata extraction
+- Add comprehensive tests
+- Update documentation"
+```
+
+### **5. Push and Create Pull Request**
+```bash
+git push origin feature/your-feature-name
+```
+
+## 📋 Coding Standards
+
+### **Python Code Style**
+- Follow [PEP 8](https://www.python.org/dev/peps/pep-0008/) style guidelines
+- Use [Black](https://black.readthedocs.io/) for code formatting
+- Use [isort](https://pycqa.github.io/isort/) for import sorting
+- Maximum line length: 88 characters (Black default)
+
+### **Code Quality**
+- Use [flake8](https://flake8.pycqa.org/) for linting
+- Use [mypy](https://mypy.readthedocs.io/) for type checking
+- Maintain test coverage above 80%
+- Write docstrings for all public functions and classes
+
+### **Commit Message Format**
+Use [Conventional Commits](https://www.conventionalcommits.org/) format:
+
+```
+<type>[optional scope]: <description>
+
+[optional body]
+
+[optional footer(s)]
+```
+
+**Types:**
+- `feat`: New feature
+- `fix`: Bug fix
+- `docs`: Documentation changes
+- `style`: Code style changes (formatting, etc.)
+- `refactor`: Code refactoring
+- `test`: Adding or updating tests
+- `chore`: Maintenance tasks
+
+**Examples:**
+```
+feat(processors): add Excel file processor
+fix(core): resolve memory leak in knowledge graph builder
+docs(api): update API documentation for new features
+test(extraction): add tests for entity extraction
+```
+
+## 🧪 Testing Guidelines
+
+### **Test Structure**
+- Unit tests in `tests/unit/`
+- Integration tests in `tests/integration/`
+- Performance tests in `tests/performance/`
+- Test data in `tests/fixtures/`
+
+### **Writing Tests**
+```python
+import pytest
+from semanticore.processors.document.pdf_processor import PDFProcessor
+
+class TestPDFProcessor:
+    def setup_method(self):
+        self.processor = PDFProcessor({
+            'extract_tables': True,
+            'extract_images': False
+        })
+    
+    def test_can_process_pdf(self):
+        """Test that PDF processor can identify PDF files."""
+        assert self.processor.can_process("document.pdf")
+        assert not self.processor.can_process("document.txt")
+    
+    def test_process_pdf(self, sample_pdf_path):
+        """Test PDF processing functionality."""
+        result = self.processor.process(sample_pdf_path)
+        assert result.content is not None
+        assert len(result.metadata) > 0
+```
+
+### **Test Requirements**
+- All new code must have corresponding tests
+- Maintain test coverage above 80%
+- Use descriptive test names
+- Include both positive and negative test cases
+- Mock external dependencies
+
+## 📚 Documentation Guidelines
+
+### **Code Documentation**
+- Use Google-style docstrings
+- Include type hints for all functions
+- Document all public APIs
+
+```python
+def extract_entities(self, text: str) -> List[Entity]:
+    """Extract named entities from text.
+    
+    Args:
+        text: Input text to extract entities from.
+        
+    Returns:
+        List of extracted entities with confidence scores.
+        
+    Raises:
+        ValueError: If text is empty or None.
+    """
+    pass
+```
+
+### **Documentation Updates**
+- Update README.md for new features
+- Add examples in `examples/` directory
+- Update API documentation
+- Create tutorials for complex features
+
+## 🔍 Review Process
+
+### **Pull Request Checklist**
+- [ ] Code follows style guidelines
+- [ ] Tests pass and coverage is maintained
+- [ ] Documentation is updated
+- [ ] Commit messages follow conventional format
+- [ ] No breaking changes (or clearly documented)
+
+### **Review Guidelines**
+- Be respectful and constructive
+- Focus on code quality and functionality
+- Suggest improvements when possible
+- Test the changes locally if needed
+
+## 🐛 Bug Reports
+
+### **Bug Report Template**
+```markdown
+**Bug Description**
+Brief description of the bug.
+
+**Steps to Reproduce**
+1. Step 1
+2. Step 2
+3. Step 3
+
+**Expected Behavior**
+What you expected to happen.
+
+**Actual Behavior**
+What actually happened.
+
+**Environment**
+- OS: [e.g., Windows 10, macOS 12.0]
+- Python version: [e.g., 3.9.7]
+- SemantiCore version: [e.g., 0.1.0]
+
+**Additional Information**
+Any other relevant information.
+```
+
+## 💡 Feature Requests
+
+### **Feature Request Template**
+```markdown
+**Feature Description**
+Brief description of the feature.
+
+**Use Case**
+Why this feature would be useful.
+
+**Proposed Implementation**
+How you think it could be implemented.
+
+**Alternatives Considered**
+Other approaches you've considered.
+```
+
+## 🏷️ Issue Labels
+
+- `bug`: Something isn't working
+- `enhancement`: New feature or request
+- `documentation`: Improvements or additions to documentation
+- `good first issue`: Good for newcomers
+- `help wanted`: Extra attention is needed
+- `question`: Further information is requested
+- `wontfix`: This will not be worked on
+
+## 🎉 Recognition
+
+Contributors will be recognized in:
+- Repository contributors list
+- Release notes
+- Documentation acknowledgments
+- Community highlights
+
+## 📞 Getting Help
+
+- **Discussions**: [GitHub Discussions](https://github.com/semanticore/semanticore/discussions)
+- **Issues**: [GitHub Issues](https://github.com/semanticore/semanticore/issues)
+- **Discord**: [Community Discord](https://discord.gg/semanticore)
+- **Email**: team@semanticore.io
+
+## 📄 License
+
+By contributing to SemantiCore, you agree that your contributions will be licensed under the MIT License.
+
+---
+
+Thank you for contributing to SemantiCore! 🚀 
\ No newline at end of file
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+# 🗺️ SemantiCore Development Roadmap
+
+## 🎯 Vision & Goals
+
+**Mission**: Build the most comprehensive open-source semantic data transformation platform that bridges unstructured data and intelligent AI systems.
+
+**Vision**: Enable anyone to transform any data format into intelligent, structured semantic knowledge graphs, embeddings, and ontologies for LLMs, Agents, RAG systems, and Knowledge Graphs.
+
+---
+
+## 📅 Release Timeline
+
+### 🚀 Phase 1: Foundation (Months 1-3) - v0.1.0 to v0.3.0
+
+#### **v0.1.0 - Core Framework** (Month 1)
+- [x] Project structure and architecture design
+- [x] Basic package configuration and dependencies
+- [x] Core engine framework
+- [x] Configuration management system
+- [x] Basic exception handling
+- [x] Development tools and CI/CD setup
+
+#### **v0.2.0 - Basic Processors** (Month 2)
+- [ ] Document processors (PDF, DOCX, TXT)
+- [ ] Web processors (HTML, RSS)
+- [ ] Structured data processors (JSON, CSV)
+- [ ] Base processor architecture
+- [ ] Content extraction and metadata handling
+- [ ] Basic semantic extraction (entities, relationships)
+
+#### **v0.3.0 - Semantic Foundation** (Month 3)
+- [ ] Triple extraction and generation
+- [ ] Basic ontology generation
+- [ ] Simple knowledge graph construction
+- [ ] Text embeddings generation
+- [ ] Basic vector storage integration
+- [ ] End-to-end processing pipeline
+
+### 🔧 Phase 2: Core Features (Months 4-6) - v0.4.0 to v0.6.0
+
+#### **v0.4.0 - Advanced Processing** (Month 4)
+- [ ] Advanced document formats (PPTX, XLSX, LaTeX)
+- [ ] Email and archive processing
+- [ ] Academic content processing (BibTeX, JATS)
+- [ ] Multi-modal content extraction
+- [ ] Cross-document linking
+- [ ] Temporal analysis
+
+#### **v0.5.0 - Knowledge Graph Enhancement** (Month 5)
+- [ ] Advanced triple generation
+- [ ] Ontology alignment and mapping
+- [ ] Graph database integrations (Neo4j, Blazegraph)
+- [ ] SPARQL query generation
+- [ ] Graph analytics and reasoning
+- [ ] Knowledge graph validation
+
+#### **v0.6.0 - Embeddings & Search** (Month 6)
+- [ ] Advanced embedding models
+- [ ] Semantic chunking
+- [ ] Vector database integrations (Pinecone, ChromaDB)
+- [ ] Semantic search capabilities
+- [ ] Multi-modal embeddings
+- [ ] Embedding optimization
+
+### 🌐 Phase 3: Real-time & Streaming (Months 7-9) - v0.7.0 to v0.9.0
+
+#### **v0.7.0 - Live Processing** (Month 7)
+- [ ] RSS/Atom feed processing
+- [ ] Real-time web scraping
+- [ ] Stream processing integration
+- [ ] Kafka and RabbitMQ support
+- [ ] Live knowledge graph updates
+- [ ] Real-time semantic extraction
+
+#### **v0.8.0 - API & Integration** (Month 8)
+- [ ] RESTful API development
+- [ ] GraphQL support
+- [ ] WebSocket real-time updates
+- [ ] Plugin architecture
+- [ ] Third-party integrations
+- [ ] API documentation and SDKs
+
+#### **v0.9.0 - Domain Specialization** (Month 9)
+- [ ] Cybersecurity intelligence
+- [ ] Biomedical literature processing
+- [ ] Financial data analysis
+- [ ] Legal document processing
+- [ ] Academic research tools
+- [ ] Domain-specific ontologies
+
+### 🚀 Phase 4: Enterprise & Scale (Months 10-12) - v1.0.0+
+
+#### **v1.0.0 - Production Ready** (Month 10)
+- [ ] Enterprise deployment options
+- [ ] Kubernetes integration
+- [ ] Docker containerization
+- [ ] Monitoring and observability
+- [ ] Performance optimization
+- [ ] Security hardening
+
+#### **v1.1.0 - Advanced Features** (Month 11)
+- [ ] Advanced reasoning capabilities
+- [ ] Machine learning pipeline integration
+- [ ] Automated quality assurance
+- [ ] Advanced analytics dashboard
+- [ ] Custom model training
+- [ ] Federated learning support
+
+#### **v1.2.0 - Ecosystem** (Month 12)
+- [ ] Language model integrations (LangChain, Haystack)
+- [ ] RAG system optimizations
+- [ ] Agent orchestration
+- [ ] Marketplace for custom processors
+- [ ] Community plugins
+- [ ] Enterprise support tools
+
+---
+
+## 🎯 Feature Priorities
+
+### **High Priority (Must Have)**
+1. **Core Processing Engine**: Universal data ingestion and processing
+2. **Semantic Extraction**: Entity, relationship, and triple extraction
+3. **Knowledge Graph Construction**: Automated KG building from any data
+4. **Vector Embeddings**: Semantic embeddings for search and retrieval
+5. **Basic API**: RESTful API for core functionality
+
+### **Medium Priority (Should Have)**
+1. **Real-time Processing**: Live data feed processing
+2. **Advanced Formats**: Support for complex document formats
+3. **Domain Specialization**: Industry-specific processors
+4. **Graph Analytics**: Advanced reasoning and analytics
+5. **Quality Assurance**: Automated validation and quality checks
+
+### **Low Priority (Nice to Have)**
+1. **GUI Interface**: Web-based user interface
+2. **Advanced ML**: Custom model training capabilities
+3. **Federated Learning**: Distributed processing
+4. **Marketplace**: Plugin ecosystem
+5. **Enterprise Features**: Advanced security and compliance
+
+---
+
+## 🔧 Technical Milestones
+
+### **Architecture & Design**
+- [x] Modular architecture design
+- [x] Plugin system specification
+- [x] API design and documentation
+- [ ] Performance benchmarks
+- [ ] Scalability testing
+- [ ] Security audit
+
+### **Core Components**
+- [ ] Data processing pipeline
+- [ ] Semantic extraction engine
+- [ ] Knowledge graph builder
+- [ ] Embedding generation system
+- [ ] Vector storage integration
+- [ ] Query and search interface
+
+### **Quality & Testing**
+- [ ] Comprehensive test suite
+- [ ] Performance benchmarks
+- [ ] Security testing
+- [ ] Documentation coverage
+- [ ] Code quality metrics
+- [ ] Community testing
+
+### **Deployment & Operations**
+- [ ] Docker containerization
+- [ ] Kubernetes manifests
+- [ ] CI/CD pipelines
+- [ ] Monitoring setup
+- [ ] Backup and recovery
+- [ ] Disaster recovery
+
+---
+
+## 🌟 Community & Ecosystem
+
+### **Documentation & Learning**
+- [ ] Comprehensive API documentation
+- [ ] Tutorial series and examples
+- [ ] Video tutorials and demos
+- [ ] Best practices guide
+- [ ] Performance optimization guide
+- [ ] Troubleshooting guide
+
+### **Community Building**
+- [ ] Discord community server
+- [ ] GitHub discussions
+- [ ] Community meetups
+- [ ] Hackathons and workshops
+- [ ] Contributor recognition program
+- [ ] Mentorship program
+
+### **Ecosystem Integration**
+- [ ] LangChain integration
+- [ ] Haystack integration
+- [ ] Streamlit templates
+- [ ] Jupyter notebook examples
+- [ ] VS Code extensions
+- [ ] Third-party integrations
+
+---
+
+## 📊 Success Metrics
+
+### **Technical Metrics**
+- **Performance**: Process 1000+ documents/minute
+- **Accuracy**: 90%+ entity extraction accuracy
+- **Scalability**: Support 1M+ documents
+- **Reliability**: 99.9% uptime
+- **Coverage**: Support 50+ file formats
+
+### **Community Metrics**
+- **GitHub Stars**: 1000+ stars
+- **Contributors**: 100+ contributors
+- **Downloads**: 10K+ monthly downloads
+- **Discussions**: Active community engagement
+- **Adoption**: Used in 100+ projects
+
+### **Quality Metrics**
+- **Test Coverage**: 90%+ code coverage
+- **Documentation**: 100% API documented
+- **Performance**: <2s response time
+- **Security**: Zero critical vulnerabilities
+- **Accessibility**: WCAG 2.1 compliance
+
+---
+
+## 🚧 Current Development Status
+
+### **In Progress**
+- [x] Repository structure setup
+- [x] Package configuration
+- [x] Development guidelines
+- [ ] Core engine implementation
+- [ ] Basic processor framework
+
+### **Next Up**
+- [ ] PDF processor implementation
+- [ ] Basic semantic extraction
+- [ ] Triple generation
+- [ ] Knowledge graph builder
+- [ ] Vector embeddings
+
+### **Blocked**
+- None currently
+
+---
+
+## 🤝 Contributing to the Roadmap
+
+### **How to Contribute**
+1. **Review the roadmap** and identify areas of interest
+2. **Join discussions** on GitHub or Discord
+3. **Submit proposals** for new features
+4. **Implement features** following our guidelines
+5. **Share feedback** and suggestions
+
+### **Priority Areas for Contributors**
+1. **Document Processors**: PDF, DOCX, PPTX, XLSX
+2. **Web Processors**: HTML, RSS, Web scraping
+3. **Semantic Extraction**: Entity and relationship extraction
+4. **Knowledge Graph**: Triple generation and storage
+5. **Examples & Documentation**: Tutorials and guides
+
+### **Getting Started**
+- Check out our [Contributing Guide](CONTRIBUTING.md)
+- Join our [Discord Community](https://discord.gg/semanticore)
+- Review [open issues](https://github.com/semanticore/semanticore/issues)
+- Start with [good first issues](https://github.com/semanticore/semanticore/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22)
+
+---
+
+## 📞 Feedback & Suggestions
+
+We welcome feedback and suggestions for the roadmap! Please:
+
+- **Open an issue** for feature requests
+- **Join discussions** on GitHub
+- **Reach out** on Discord
+- **Email us** at roadmap@semanticore.io
+
+---
+
+*This roadmap is a living document and will be updated based on community feedback and development progress.* 
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
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+[build-system]
+requires = ["setuptools>=61.0", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "semanticore"
+version = "0.1.0"
+description = "Open Source Semantic Layer Toolkit - Transform any unstructured data into intelligent knowledge graphs"
+readme = "README.md"
+license = {text = "MIT"}
+authors = [
+    {name = "SemantiCore Team", email = "team@semanticore.io"}
+]
+maintainers = [
+    {name = "SemantiCore Team", email = "team@semanticore.io"}
+]
+keywords = [
+    "semantic", "nlp", "knowledge-graph", "ai", "machine-learning",
+    "data-processing", "embeddings", "ontology", "rdf", "sparql"
+]
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Developers",
+    "Intended Audience :: Science/Research",
+    "License :: OSI Approved :: MIT License",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    "Topic :: Software Development :: Libraries :: Python Modules",
+    "Topic :: Text Processing :: Linguistic",
+    "Topic :: Database",
+    "Topic :: Internet :: WWW/HTTP :: Dynamic Content",
+    "Topic :: Scientific/Engineering :: Information Analysis",
+]
+
+requires-python = ">=3.8"
+dependencies = [
+    # Core dependencies
+    "requests>=2.28.0",
+    "beautifulsoup4>=4.11.0",
+    "lxml>=4.9.0",
+    "pandas>=1.5.0",
+    "numpy>=1.21.0",
+    "scikit-learn>=1.1.0",
+    "pydantic>=1.10.0",
+    "typing-extensions>=4.0.0",
+    
+    # NLP and ML
+    "transformers>=4.20.0",
+    "torch>=1.12.0",
+    "sentence-transformers>=2.2.0",
+    "spacy>=3.4.0",
+    "nltk>=3.8",
+    
+    # Semantic Web
+    "rdflib>=6.2.0",
+    "owlready2>=0.44",
+    "pyshacl>=0.20.0",
+    
+    # Data processing
+    "openpyxl>=3.0.10",
+    "python-docx>=0.8.11",
+    "python-pptx>=0.6.21",
+    "PyPDF2>=3.0.0",
+    "pdfplumber>=0.7.0",
+    "feedparser>=6.0.0",
+    "selenium>=4.0.0",
+    "requests-html>=0.10.0",
+    
+    # Vector databases
+    "faiss-cpu>=1.7.0",
+    "chromadb>=0.4.0",
+    "pinecone-client>=2.2.0",
+    
+    # Graph databases
+    "neo4j>=5.0.0",
+    "pymongo>=4.0.0",
+    "redis>=4.0.0",
+    
+    # Streaming and async
+    "aiohttp>=3.8.0",
+    "asyncio-mqtt>=0.11.0",
+    "kafka-python>=2.0.0",
+    
+    # Utilities
+    "python-multipart>=0.0.5",
+    "python-dateutil>=2.8.0",
+    "pytz>=2022.1",
+    "tqdm>=4.64.0",
+    "click>=8.0.0",
+    "rich>=12.0.0",
+]
+
+[project.optional-dependencies]
+# Document processing
+pdf = [
+    "PyPDF2>=3.0.0",
+    "pdfplumber>=0.7.0",
+    "pdf2image>=1.16.0",
+    "pymupdf>=1.22.0",
+]
+office = [
+    "python-docx>=0.8.11",
+    "openpyxl>=3.0.10",
+    "python-pptx>=0.6.21",
+    "xlrd>=2.0.1",
+]
+text = [
+    "markdown>=3.4.0",
+    "rst2html5>=1.0.0",
+    "asciidoc>=10.0.0",
+]
+
+# Web processing
+web = [
+    "selenium>=4.0.0",
+    "feedparser>=6.0.0",
+    "requests-html>=0.10.0",
+    "scrapy>=2.5.0",
+    "newspaper3k>=0.2.8",
+]
+feeds = [
+    "feedparser>=6.0.0",
+    "requests-html>=0.10.0",
+    "aiohttp>=3.8.0",
+]
+
+# Structured data
+structured = [
+    "openpyxl>=3.0.10",
+    "xlrd>=2.0.1",
+    "pyyaml>=6.0",
+    "xmltodict>=0.13.0",
+    "jsonschema>=4.0.0",
+]
+
+# Email and archives
+email = [
+    "email-validator>=1.3.0",
+    "extract-msg>=0.41.0",
+    "pypff>=20220101",
+]
+archives = [
+    "patool>=1.12.0",
+    "py7zr>=0.20.0",
+    "rarfile>=4.0",
+]
+
+# Academic and scientific
+academic = [
+    "bibtexparser>=1.4.0",
+    "scholarly>=1.7.0",
+    "arxiv>=1.4.0",
+    "crossref-commons>=0.0.7",
+]
+
+# Database integrations
+database = [
+    "neo4j>=5.0.0",
+    "pymongo>=4.0.0",
+    "redis>=4.0.0",
+    "sqlalchemy>=1.4.0",
+    "psycopg2-binary>=2.9.0",
+    "pymysql>=1.0.0",
+]
+graphdb = [
+    "neo4j>=5.0.0",
+    "py2neo>=2021.0.0",
+    "gremlinpython>=3.6.0",
+    "amazon-neptune-python-utils>=1.0.0",
+]
+
+# Vector stores
+vector = [
+    "faiss-cpu>=1.7.0",
+    "chromadb>=0.4.0",
+    "pinecone-client>=2.2.0",
+    "weaviate-client>=3.15.0",
+    "qdrant-client>=1.1.0",
+    "milvus>=2.2.0",
+]
+
+# Machine learning
+ml = [
+    "sentence-transformers>=2.2.0",
+    "transformers>=4.20.0",
+    "torch>=1.12.0",
+    "tensorflow>=2.10.0",
+    "scikit-learn>=1.1.0",
+    "spacy>=3.4.0",
+    "nltk>=3.8",
+    "gensim>=4.2.0",
+]
+
+# Streaming and real-time
+streaming = [
+    "kafka-python>=2.0.0",
+    "pika>=1.3.0",
+    "aiohttp>=3.8.0",
+    "websockets>=10.0",
+    "asyncio-mqtt>=0.11.0",
+]
+
+# Deployment and scaling
+deployment = [
+    "kubernetes>=26.0.0",
+    "docker>=6.0.0",
+    "prometheus-client>=0.14.0",
+    "grafana-api>=1.0.3",
+]
+
+# Development dependencies
+dev = [
+    "pytest>=7.0.0",
+    "pytest-cov>=4.0.0",
+    "pytest-asyncio>=0.21.0",
+    "pytest-mock>=3.8.0",
+    "black>=22.0.0",
+    "isort>=5.10.0",
+    "flake8>=5.0.0",
+    "mypy>=0.991",
+    "pre-commit>=2.20.0",
+    "tox>=3.25.0",
+    "coverage>=6.0.0",
+    "bandit>=1.7.0",
+    "safety>=2.0.0",
+]
+
+# Documentation
+docs = [
+    "sphinx>=5.0.0",
+    "sphinx-rtd-theme>=1.0.0",
+    "sphinx-autodoc-typehints>=1.19.0",
+    "myst-parser>=0.18.0",
+    "sphinx-copybutton>=0.5.0",
+]
+
+# Testing
+test = [
+    "pytest>=7.0.0",
+    "pytest-cov>=4.0.0",
+    "pytest-asyncio>=0.21.0",
+    "pytest-mock>=3.8.0",
+    "pytest-benchmark>=4.0.0",
+    "factory-boy>=3.2.0",
+    "faker>=18.0.0",
+]
+
+# All optional dependencies
+all = [
+    "semanticore[pdf,office,text,web,feeds,structured,email,archives,academic,database,graphdb,vector,ml,streaming,deployment]"
+]
+
+[project.urls]
+Homepage = "https://semanticore.io"
+Documentation = "https://semanticore.readthedocs.io"
+Repository = "https://github.com/semanticore/semanticore"
+"Bug Tracker" = "https://github.com/semanticore/semanticore/issues"
+Discussions = "https://github.com/semanticore/semanticore/discussions"
+Discord = "https://discord.gg/semanticore"
+Twitter = "https://twitter.com/semanticore"
+Blog = "https://blog.semanticore.io"
+
+[project.scripts]
+semanticore = "semanticore.cli:main"
+
+[project.gui-scripts]
+semanticore-gui = "semanticore.gui:main"
+
+[tool.setuptools]
+packages = ["semanticore"]
+
+[tool.setuptools.package-data]
+semanticore = ["py.typed", "*.pyi"]
+
+[tool.black]
+line-length = 88
+target-version = ['py38']
+include = '\.pyi?$'
+extend-exclude = '''
+/(
+  # directories
+  \.eggs
+  | \.git
+  | \.hg
+  | \.mypy_cache
+  | \.tox
+  | \.venv
+  | build
+  | dist
+)/
+'''
+
+[tool.isort]
+profile = "black"
+multi_line_output = 3
+line_length = 88
+known_first_party = ["semanticore"]
+known_third_party = ["pytest", "numpy", "pandas", "torch", "transformers"]
+
+[tool.mypy]
+python_version = "3.8"
+warn_return_any = true
+warn_unused_configs = true
+disallow_untyped_defs = true
+disallow_incomplete_defs = true
+check_untyped_defs = true
+disallow_untyped_decorators = true
+no_implicit_optional = true
+warn_redundant_casts = true
+warn_unused_ignores = true
+warn_no_return = true
+warn_unreachable = true
+strict_equality = true
+
+[[tool.mypy.overrides]]
+module = [
+    "torch.*",
+    "transformers.*",
+    "spacy.*",
+    "nltk.*",
+    "selenium.*",
+    "scrapy.*",
+    "kafka.*",
+    "pika.*",
+    "redis.*",
+    "pymongo.*",
+    "neo4j.*",
+    "faiss.*",
+    "chromadb.*",
+    "pinecone.*",
+    "weaviate.*",
+    "qdrant.*",
+    "milvus.*",
+    "prometheus_client.*",
+    "grafana_api.*",
+    "kubernetes.*",
+    "docker.*",
+]
+ignore_missing_imports = true
+
+[tool.pytest.ini_options]
+minversion = "6.0"
+addopts = "-ra -q --strict-markers --strict-config"
+testpaths = ["tests"]
+python_files = ["test_*.py", "*_test.py"]
+python_classes = ["Test*"]
+python_functions = ["test_*"]
+markers = [
+    "slow: marks tests as slow (deselect with '-m \"not slow\"')",
+    "integration: marks tests as integration tests",
+    "unit: marks tests as unit tests",
+    "performance: marks tests as performance tests",
+]
+
+[tool.coverage.run]
+source = ["semanticore"]
+omit = [
+    "*/tests/*",
+    "*/test_*",
+    "*/__pycache__/*",
+    "*/venv/*",
+    "*/env/*",
+    "*/\.venv/*",
+]
+
+[tool.coverage.report]
+exclude_lines = [
+    "pragma: no cover",
+    "def __repr__",
+    "if self.debug:",
+    "if settings.DEBUG",
+    "raise AssertionError",
+    "raise NotImplementedError",
+    "if 0:",
+    "if __name__ == .__main__.:",
+    "class .*\\bProtocol\\):",
+    "@(abc\\.)?abstractmethod",
+]
+
+[tool.bandit]
+exclude_dirs = ["tests", "docs"]
+skips = ["B101", "B601"]
+
+[tool.safety]
+output = "json" 
\ No newline at end of file