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ContextGem 0.5.0 Documentation - Home

Project Description

  • Why ContextGem?
  • ContextGem and other frameworks
  • How it works

Getting Started

  • Installation
  • Quickstart examples

Extracting Aspects

  • Aspect Extraction

Extracting Concepts

  • Supported Concepts
  • StringConcept
  • BooleanConcept
  • NumericalConcept
  • DateConcept
  • RatingConcept
  • JsonObjectConcept

Large Language Models

  • Supported LLMs
  • Configuring LLM(s)
  • Extraction Methods

Document Converters

  • DOCX Converter

Advanced Usage

  • Advanced usage examples

Optimization Guide

  • Choosing the Right LLM(s)
  • Optimizing for Accuracy
  • Optimizing for Speed
  • Optimizing for Cost
  • Dealing with Long Documents

Serialization

  • Serializing objects and results

API Reference

  • Documents
  • Converters
  • Aspects
  • Concepts
  • Examples
  • LLMs
  • Data models
  • Utility functions and classes
  • Images
  • Paragraphs
  • Sentences
  • Pipelines
  • Repository
  • Open issue

Python Module Index

c
 
c
- contextgem
    contextgem.public.aspects
    contextgem.public.concepts
    contextgem.public.converters
    contextgem.public.data_models
    contextgem.public.documents
    contextgem.public.examples
    contextgem.public.images
    contextgem.public.llms
    contextgem.public.paragraphs
    contextgem.public.pipelines
    contextgem.public.sentences
    contextgem.public.utils

By Sergii Shcherbak

© Copyright 2025, Shcherbak AI AS.