mirror of
https://github.com/semantica-agi/semantica.git
synced 2026-09-09 04:00:52 +00:00
KaifAhmad1
f3dd7a05bd
- Removed all Pinecone references, adapters, and documentation to align with open-source, self-hosted focus. - Removed PineconeAdapter and related dependencies. - Updated VectorStore to enforce supported backends (FAISS, Weaviate, Qdrant, Milvus, InMemory). - Updated cookbooks (e.g., 13_Vector_Store.ipynb) to use Weaviate/FAISS examples instead of Pinecone. - Updated core documentation (modules.md, rchitecture.md, etc.) to reflect backend changes. - Added new tests ( est_pinecone_removal.py, est_vector_store_deepdive.py) to verify removal and validate remaining backends. - Verified all vector store tests pass.
77 lines
1.7 KiB
Markdown
77 lines
1.7 KiB
Markdown
# Community Projects
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Projects and integrations from the Semantica community.
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!!! tip "Showcase Your Project"
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Have a project using Semantica? [Submit it here](https://github.com/Hawksight-AI/semantica/issues/new)
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---
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## 🚀 Projects Using Semantica
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**Research & Academia**
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- Academic research and scientific literature analysis
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- Biomedical analysis and drug discovery
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- Social network analysis and community detection
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**Enterprise & Industry**
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- Business intelligence and corporate knowledge bases
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- Cybersecurity and threat intelligence
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- Healthcare and medical record processing
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- Finance, trading, and fraud detection
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---
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## 🔌 Integrations
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### Vector Databases
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- Weaviate
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- Qdrant
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- FAISS
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- Milvus
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### Graph Databases
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- Neo4j
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- FalkorDB
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### LLM Providers
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- OpenAI
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- Google Gemini
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- Groq
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- Anthropic
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- Ollama
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- HuggingFace
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### NLP Libraries
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- spaCy
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- NLTK
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- Sentence Transformers
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---
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## 🛠️ Community Extensions
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- Custom entity extractors for domain-specific use cases
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- Specialized export formats for various industries
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- Integration adapters for popular data sources
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- Enhanced visualization tools and dashboards
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---
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## 🤝 How to Contribute
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1. **Code**: Fork, create branch, submit PR
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2. **Documentation**: Fix typos, add examples, improve clarity
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3. **Community**: Answer questions, share experiences
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4. **Testing**: Write tests, report bugs
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See our [Contributing Guide](https://github.com/Hawksight-AI/semantica/blob/main/CONTRIBUTING.md)
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---
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## 📞 Resources
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- [GitHub Repository](https://github.com/Hawksight-AI/semantica)
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- [GitHub Issues](https://github.com/Hawksight-AI/semantica/issues)
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- [Contributing Guide](https://github.com/Hawksight-AI/semantica/blob/main/CONTRIBUTING.md)
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