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Generative AI Answers

# AI Summary

Keyspider's AI Summary generates a direct, cited answer at the top of every search results page — grounded exclusively in your indexed content. No hallucinations, no off-topic responses. Just a clear answer with source links, every time.

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Generated from your indexed content only — no hallucinations
Every answer includes inline source citations
Renders above organic results for immediate visibility
Handles multi-part and conversational queries
Configurable: can be enabled or disabled per query type
Compliant with government content governance requirements

## How it works

1

### Query is processed semantically

When a user submits a search query, Keyspider retrieves the most relevant content chunks from your index using semantic and keyword signals.

2

### Answer is generated in-context

A retrieval-augmented generation (RAG) pipeline synthesizes the retrieved chunks into a concise answer, grounded in what your content actually says.

3

### Sources are surfaced alongside the answer

Each claim in the summary is linked back to the source page or document, giving users confidence in the answer and an easy path to the original content.

## Use cases

### Government FAQ portals

Citizens ask complex policy questions and receive a direct, accurate summary drawn from your legislation and guidance pages — with links to the original documents.

### Healthcare information services

Patients and staff get clear answers to clinical or administrative questions without navigating through multiple resources.

### University research libraries

Students get synthesized answers from journal articles, guides, and university policy — saving research time and reducing the need for staff follow-up.

### Enterprise knowledge management

Staff searching internal systems get the key information extracted and summarized from the most relevant documents in your knowledge base.

## Related

Intelligent Search
Instant Answers
AI Assistant

## Ready to give your users better answers?

AI Search, AI Assistant, and Workplace Search. Deployed in days, not months. See it live on your own content.

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