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from knowledge-pipline34
Multimodal knowledge ingestion system that converts documents into a structured wiki with contradiction detection and knowledge graph visualization.
The Knowledge Pipeline is a sophisticated system for turning unstructured data (PDFs, images, videos, Office docs) into a persistent, structured knowledge wiki. Unlike simple RAG, it performs 'knowledge fusion'—merging new data into existing entity pages rather than just appending it.
Trigger this skill when you need to build a long-term knowledge base from multiple sources, perform cross-document analysis to find contradictions, or visualize complex relationships via an interactive knowledge graph.
pipeline_ingest.py), querying (pipeline_query.py), auditing (pipeline_lint.py), and graph generation (build_graph.py).Designed for Claude Code and agents with the ability to execute Python scripts and manage local directories.
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