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DerwenAI / strwythura

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Strwythura: construct a knowledge graph from unstructured data sources, organized by results from entity resolution, implementing an enhanced GraphRAG approach, and also implementing an ontology pipeline plus context engineering for optimizing AI application outcomes within a specific domain

nlp machine-learning entity-resolution ontology knowledge-graph named-entity-recognition entity-linking relation-extraction unstructured-data entity-embedding semantic-layer textgraphs vector-database dspy graphrag semantic-expansion semantic-random-walk ontology-pipeline
  • Updated Dec 9, 2025
  • Jupyter Notebook

DerwenAI / cdl-2025-masterclass

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Connected Data London 2025 Masterclass: Combining Data from Structured and Unstructured Sources to create High-Quality Knowledge Graphs

entity-resolution thesaurus open-data knowledge-graph graph-visualization ner entity-linking anti-fraud synthetic-data unstructured-data entity-embedding textgraphs money-laundering graphrag context-engineering semantic-expansion semantic-random-walk ontology-pipeline leaked-data human-scale
  • Updated Nov 20, 2025
  • Jupyter Notebook

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