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Deep Search

Exhaustive research. Flawless citations.

The Scholar Agent at work

Deep Search isn't just an API call; it's a multi-stage intelligent agent that thinks like a post-doc researcher. It outlines a table of contents, assigns reading tasks to micro-agents, and systematically compiles the findings, drastically reducing the time you spend on literature reviews.

Use Cases

Professional Research

How professionals leverage deep search.

Lawyers

Lawyers

Scanning 50 years of tort precedent for a highly specific case law match.

Scientists

Scientists

Cross-referencing conflicting pharmaceutical papers.

Financial Planners

Financial Planners

Auditing 10-K filings across a competitor's decade of operation.

Research pipelines optimized for scale

How our deep search agents break down complex tasks.

PHASE 1

Query Decomposition: The agent breaks your central question into multiple sub-queries.

PHASE 2

Parallel Sourcing: Hundreds of queries are launched simultaneously across engines.

PHASE 3

Semantic Extraction: Only the highest relevancy facts are extracted and cross-referenced.

PHASE 4

Report Synthesis: Data is combined into a meticulously cited markdown report.

Why Deep Search excels

ParametersManualStandard AIKumari
DepthHours of readingSurface-level summariesMulti-domain synthesis
AttributionManual bookmarksUncited claimsExact inline source links
ScopeHuman limitsToken limitsParallel autonomous browsing

A transparent methodology

Follow exactly how the agent works through your problem.

Building the Table of Contents

Before researching, the agent hypothesizes an optimal structure for the final report.

Building the Table of Contents

Retrieving primary sources

Simultaneously hits academic databases, public news feeds, and specialized forums.

Retrieving primary sources

Assembling the Markdown

Stitching paragraph by paragraph while cryptographically tying sentences to URLs.

Assembling the Markdown

Proper Source Linking

Inline citations built for truth

Gone are the days of hallucinated links. Every single sentence generated during a Deep Search is cryptographically tied to the exact HTML block of the source URL. Just click the superscript to instantly pop open the referenced page.

Support

Deep Search — FAQ

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Comprehensive research with flawless attribution.

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