Implementing Hybrid Semantic-Lexical Search in RAG

Short summary

Implementing hybrid search—combining semantic vector matching with lexical keyword search—is critical for scaling RAG systems from prototype to production. This dual-method approach improves retrieval comprehensiveness and handles diverse query patterns in enterprise deployments.

• •Hybrid search merges semantic and lexical strategies for comprehensive retrieval
• •Essential for scaling RAG systems beyond prototype stage
• •Blends vector-based and keyword-based matching to handle diverse queries

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