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Extrai 1.0.0 documentation
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Extrai 1.0.0 documentation

Getting Started

  • Intro
  • Workflow Overview
  • Key Features
  • Installation
  • Getting Started: A Step-by-Step Tutorial

Core Concepts

  • Architecture Overview
  • The Consensus Mechanism
  • Result Processing & Hydration

How-to Guides

  • How to Generate SQL Models from Text
  • How to Generate an Example JSON
  • How to Customize Extraction Prompts
  • How to Handle Complex Data with Hierarchical Extraction
  • How to Implement Custom Conflict Resolvers
  • How to Use Multiple LLM Providers

Reference

  • Workflow Orchestrator
  • SQLModel Generator
  • Example JSON Generator
  • Analytics Collector
  • LLM Providers

API Reference

  • extrai
    • llm_consensus_extraction package
      • extrai.core package
      • llm_extraction_consensus.llm_providers package
      • llm_extraction_consensus.utils package
  • Index

Community

  • Contributing
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Python Module Index

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- extrai
    extrai.core.conflict_resolvers
    extrai.utils
    extrai.utils.flattening_utils
    extrai.utils.json_validation_utils
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