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Pinecone Vector Database

Indexes and Namespaces​

Core configuration aspects:
  • Index Creation and Configuration
  • Namespace Management
  • Data Organization
  • Scaling Considerations

Query Strategies​

Search implementation:
  • Vector Similarity Search
  • Metadata Filtering
  • Hybrid Search Methods
  • Query Optimization

Metadata Filtering​

Filter capabilities:
  • Filter Types and Syntax
  • Complex Query Construction
  • Performance Optimization
  • Best Practices
Combined search approaches:
  • Vector and Keyword Search
  • Ranking Methods
  • Result Combination
  • Use Case Optimization