HybridRAG

Searches both structured data (CRM, inventory) and unstructured content (emails, documents) across multiple systems.

What HybridRAG Means for Your Business

HybridRAG searches both structured data (CRM, inventory) and unstructured content (emails, documents) across multiple systems.

The AI That Connects All Your Business Data

How It Works

HybridRAG doesn't limit itself to one type of data — it intelligently searches across your entire business ecosystem, from structured databases to unstructured conversations and documents.

  • • Searches structured databases
  • • Analyzes unstructured content
  • • Connects multiple data sources
  • • Provides comprehensive insights
  • • Bridges data silos

Real Business Example

Restaurant Booking System:

Restaurant booking system searches both reservation database AND customer notes to find "the couple who requested the quiet corner table for their anniversary last month."

Result: Provides personalized service that combines hard data with human insights, creating memorable customer experiences that drive loyalty and repeat business.

Bottom Line: HybridRAG is perfect for businesses with multiple data systems, customer service operations, or those that need to provide personalized experiences by combining structured and unstructured information.

BM25 recall
Great for short or keyword‑heavy queries and exact matches.
Vector semantics
Find by meaning; robust to paraphrase and synonymy.
Cross‑encoder re‑rank
Re‑rank top candidates for higher precision.
Filters & access
Apply permissions and metadata filters across both paths.

Increase retrieval robustness

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