Template Library

Choose a template based on what you want to extract.

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I want to analyze...

• Research Papers

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  Extract concepts, methods, results, and relationships

  • Concept Graph — Recommended
  • Knowledge Graph
  • Document Structure

• Biographies & Profiles

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  Extract life events, relationships, and timeline

  • Biography Graph — Recommended
  • Person Summary

• Financial Reports

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  Extract earnings, risks, and ownership structures

  • Earnings Summary — Recommended
  • Risk Factors
  • Ownership Graph

• Legal Documents

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  Extract obligations, cases, and compliance items

  • Contract Obligations — Recommended
  • Case Timeline
  • Defined Terms

• Medical Records

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  Extract symptoms, treatments, and timelines

  • Hospital Timeline — Recommended
  • Drug Interactions
  • Discharge Summary

• TCM Texts

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  Extract herb properties and formula compositions

  • Herb Properties — Recommended
  • Formula Composition
  • Meridian Graph

• Industrial Documents

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  Extract equipment, safety, and operation flows

  • Equipment Topology — Recommended
  • Safety Controls
  • Operation Flow

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Not sure what to choose?

By task type:

Task	Recommended Template
Summarize a document	general/model
Extract a list of items	general/list
Build a knowledge network	general/graph
Create a timeline	general/base_temporal_graph

→ More task-based guidance

By output type:

Output	Auto-Type	Use When...
Structured summary	AutoModel	Need a report
Network/Graph	AutoGraph	Need relationships
Timeline	AutoTemporalGraph	Need time sequence

→ More output type guidance

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Quick Start

# List all templates
he list template

# Use a template
he parse document.md -t general/biography_graph -l en -o ./output/

from hyperextract import Template

# Create template
ka = Template.create("general/biography_graph", "en")

# Extract
result = ka.parse(text)

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Browse All Templates

→ Complete Template Reference

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Create Custom Templates

Need something specific? Learn to create your own:

→ Custom Templates Guide