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  • Setup
  • User Guide
  • Developer Guide
    • For Algorithm Developers
      • Technical Overview
        • Technologies We Use
        • Solr Setup and Configuration
        • Pipelines
      • Utility Algorithms
        • Section Tagging
        • ConText
        • Lexical Variants
        • Sentence Tokenization
        • Term-Frequency Matrix Preprocessor
      • Task Algorithms
        • Term Finder
        • Provider Assertion
        • Finding Date Expressions
        • Finding Time Expressions
        • Finding Size Measurements
        • Extracting Tumor Stage Information
        • General Value Extraction
        • Measurement-Subject Resolution
      • NLPQL Expression Evaluation Algorithms
        • NLPQL Expression Evaluation
      • Building Custom Task Algorithms
        • Custom Task Algorithms
      • Testing
        • Testing NLP Algorithms
    • For App Developers
      • ClarityNLP Architecture
      • Third-Party App Integration
        • Third Party App Integration
      • FHIR Integration
        • FHIR Integration
  • IT Guide
  • NLPQL Reference
  • API Reference
  • Frequently Asked Questions (FAQ)
  • Troubleshooting Guide
  • About
ClarityNLP
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  • Developer Guide
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Developer Guide¶

For Algorithm Developers¶

Technical Overview¶

  • Technologies We Use
    • Docker
    • Solr
    • PostgresSQL
    • MongoDB
    • NLP Libraries (spaCy, textacy, nltk)
    • Luigi
    • Flask
    • Redis
    • Pandas
    • Client-side Libraries (React, Sails)
  • Solr Setup and Configuration
    • Data types
    • Fields
    • Custom Solr Setup
    • Deleting documents
  • Pipelines
    • Running a standalone pipeline from the command line

Utility Algorithms¶

  • Section Tagging
  • ConText
  • Lexical Variants
  • Sentence Tokenization
  • Term-Frequency Matrix Preprocessor

Task Algorithms¶

  • Term Finder
  • Provider Assertion
  • Finding Date Expressions
  • Finding Time Expressions
  • Finding Size Measurements
  • Extracting Tumor Stage Information
  • General Value Extraction
  • Measurement-Subject Resolution

NLPQL Expression Evaluation Algorithms¶

  • NLPQL Expression Evaluation

Building Custom Task Algorithms¶

  • Custom Task Algorithms

Testing¶

  • Testing NLP Algorithms

For App Developers¶

ClarityNLP Architecture¶

This library uses Python 3.6+. The source code is hosted here.

Here’s an overview of ClarityNLP’s architecture.

ClarityNLP Simplified Architecture

Third-Party App Integration¶

  • Third Party App Integration

FHIR Integration¶

  • FHIR Integration
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