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relationship-inference

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aimaster-dev / knowledge-graph-construction

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This AI-powered tool extracts Subject-Predicate-Object (SPO) triplets from unstructured text using LLMs, performs entity standardization and relationship inference, and generates interactive, community-detected knowledge graphs with rich visualizations.

visualization python nlp text-mining deep-learning graph-analysis entity-linking semantic-graph knowledge-graphs pyvis openai-api ai-graphs relationship-inference text-to-graph spo-extraction prompt-engineering llms langchain ollama graph-community
  • Updated Apr 12, 2025
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