---
title: "Community Projects"
description: "Projects and integrations built by the Semantica community."
icon: "people-group"
---

> Projects and integrations from the Semantica community.

<Tip>
Have a project using Semantica? [Submit it on GitHub](https://github.com/semantica-agi/semantica/issues/new) — we'd love to feature it here.
</Tip>

---

## Projects Using Semantica

### Research and Academia

- Academic literature analysis and citation graph construction
- Biomedical analysis and drug discovery knowledge graphs
- Social network analysis and community detection

### Enterprise and Industry

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

---

## Integrations

**Vector Databases** — Weaviate, Qdrant, FAISS, Milvus, Pinecone, pgvector

**Graph Databases** — Neo4j, FalkorDB, Apache AGE

**LLM Providers** — OpenAI, Anthropic, Groq, Google Gemini, Ollama, HuggingFace, DeepSeek, Novita AI

**NLP Libraries** — spaCy, NLTK, Sentence Transformers

---

## 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

---

## How to Contribute

See the [Contributing Guide](contributing) for full details.

<CardGroup cols={2}>
  <Card title="Contributing" icon="code-pull-request" href="contributing">
    Submit code, docs, or tests.
  </Card>
  <Card title="GitHub Issues" icon="circle-dot" href="https://github.com/semantica-agi/semantica/issues">
    Report bugs or request features.
  </Card>
</CardGroup>