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Multi-Turn Query Rewrite

Powerful Semantic Understanding

The QueryRewrite API is optimized for conversational AI scenarios, intelligently completing omitted content and resolving coreferences across multi-turn interactions, significantly improving query accuracy and coherence. Zero prompt engineering required — seamlessly integrate into intelligent Q&A and conversational search scenarios.

Coreference Resolution + Ellipsis Completion

Precisely restore intent across multi-turn dialogues. Automatically supplements omitted information and resolves pronouns and references, ensuring every query is complete and unambiguous.

Zero Prompt Design, Ready Out-of-the-Box

No complex prompt engineering needed. Seamlessly adapts to Q&A and search scenarios, dramatically reducing development time and integration complexity.

Precise Search + Dynamic Rewrite

Dual-engine driven performance leap. Combines precise search capabilities with dynamic query rewriting to deliver more accurate, context-aware results.

How It Works

Coreference Resolution

Identifies and resolves pronouns and references in conversation. When users say "it" or "them", the system automatically links these references to their actual subjects, maintaining perfect context across the dialogue.

Coreference Resolution

Zero Prompt Engineering

Works out of the box without complex prompt design. The AI automatically understands user intent and optimizes queries for better results, eliminating the need for manual prompt crafting and reducing integration time.

Zero Prompt

Dynamic Query Rewriting

Continuously refines and improves queries through multiple iterations. Each rewrite adds context, removes ambiguity, and optimizes for search accuracy, resulting in progressively better results.

Dynamic Rewrite

Perfect For

Conversational AI

Build chatbots and virtual assistants that truly understand multi-turn conversations, maintaining context across complex dialogues.

Intelligent Search

Enhance search experiences by understanding user intent across multiple queries, delivering more relevant results every time.

Knowledge Base Q&A

Power enterprise knowledge systems with accurate query understanding, reducing mismatches and improving answer quality.

Elevate Your Conversational AI

Start building smarter, more natural conversations today.