Source Attribution and Hallucination Rate Benchmarking
Kynato implements source attribution and confidence scoring in your RAG system — creating a citation chain for every answer and scoring confidence to flag low-certainty responses before they reach end users.
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Services in This Area
Each area below is a discrete service built, integrated, and operated by Kynato.
Citation Chain Implementation
Kynato implements a citation chain in your RAG system — attaching source document references to every AI-generated answer so users can verify responses and trust the system's outputs.
ExploreConfidence Scoring Per AI Answer
Kynato adds confidence scoring to your RAG pipeline — flagging responses with low retrieval confidence before they reach end users, reducing hallucination risk in production deployments.
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knowledge base ingestion India · document AI indexing India · PDF AI search India
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Domain-Tuned Embedding Models
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Custom RAG Systems and AI Knowledge Base
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