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- 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.
1.7 KiB
1.7 KiB
Community Projects
Projects and integrations from the Semantica community.
!!! tip "Showcase Your Project" Have a project using Semantica? Submit it here
🚀 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
🔌 Integrations
Vector Databases
- Weaviate
- Qdrant
- FAISS
- Milvus
Graph Databases
- Neo4j
- FalkorDB
LLM Providers
- OpenAI
- Google Gemini
- Groq
- Anthropic
- Ollama
- HuggingFace
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
- Code: Fork, create branch, submit PR
- Documentation: Fix typos, add examples, improve clarity
- Community: Answer questions, share experiences
- Testing: Write tests, report bugs
See our Contributing Guide