# Community Projects

Projects and integrations from the Semantica community.

!!! tip "Showcase Your Project"
    Have a project using Semantica? [Submit it here](https://github.com/Hawksight-AI/semantica/issues/new)

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## 🚀 Projects Using Semantica

**Research & Academia**
- Academic research and scientific literature analysis
- Biomedical analysis and drug discovery
- Social network analysis and community detection

**Enterprise & Industry**
- Business intelligence and corporate knowledge bases
- Cybersecurity and threat intelligence
- Healthcare and medical record processing
- Finance, trading, and fraud detection

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## 🔌 Integrations

### Vector Databases
- Pinecone
- Weaviate
- Qdrant
- FAISS
- Milvus

### Graph Databases
- Neo4j
- FalkorDB

### LLM Providers
- OpenAI
- Google Gemini
- Groq
- Anthropic
- Ollama
- HuggingFace

### NLP Libraries
- spaCy
- NLTK
- Sentence Transformers

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## 🛠️ Community Extensions

- Custom entity extractors for domain-specific use cases
- Specialized export formats for various industries
- Integration adapters for popular data sources
- Enhanced visualization tools and dashboards

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## 🤝 How to Contribute

1. **Code**: Fork, create branch, submit PR
2. **Documentation**: Fix typos, add examples, improve clarity
3. **Community**: Answer questions, share experiences
4. **Testing**: Write tests, report bugs

See our [Contributing Guide](https://github.com/Hawksight-AI/semantica/blob/main/CONTRIBUTING.md)

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## 📞 Resources

- [GitHub Repository](https://github.com/Hawksight-AI/semantica)
- [GitHub Issues](https://github.com/Hawksight-AI/semantica/issues)
- [Contributing Guide](https://github.com/Hawksight-AI/semantica/blob/main/CONTRIBUTING.md)