1.0.0

Full Changelog: https://github.com/IRT-SystemX/OntoconnectLM/commits/v1.0.0

Release: v1.0.0 – Ontoconnect Pipeline Refactor & Enhancements

Highlights

This release introduces a major refactor and update of the ontoconnectLM services, with improved functionality, enriched ontology generation, and enhanced documentation.

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New & Improved Features

Refactor and Functional Improvements

• Concept Discovery: Improved extraction of key concepts from user-provided text inputs.
• Relation & Triple Prediction: Enhanced prediction of semantic relationships and RDF triple generation.
• Ontology Enrichment:
  • Integration with external knowledge graphs:
    • Wikidata
    • DBpedia
• Ontology File Generation:
  • Populated ontology version (with instances and relations)
  • Enriched ontology version (with external semantic links)
• Ontology Evaluation:
  • Evaluation using semantic metrics to assess structure and content quality

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Documentation & Usability

Updated README.md

• Clarified project goals and structure
• Improved navigation and layout

Local Installation

Ontoconnectlm is available with any llm instance implementing the Langchain BaseLLM interface.

• Added instructions for local setup:
  • Dependency installation
  • Local environment setup

Examples of Usage

• Enhanced examples with:
  • Input formats
  • Step-by-step processing
  • Output ontology structure
  • Evaluation report samples

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Coming Next

Planned improvements:

• GUI for pipeline ontology generation steps

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