Open Source Tool: Turn Documents into Knowledge Graphs via CLI

tom_doerr · x · 2026-08-20

Tom Doerr recommends sift-kg, an open-source CLI tool that turns collections of documents like PDFs and papers into browsable knowledge graphs. It requires no code or database, using LLMs to extract entities and relationships with deduplication. The generated interactive graph serves as structured memory for users and their AI agents.

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