Open-source ai-knowledge-graph turns unstructured text into interactive knowledge graphs via LLMs
tom_doerr · x · 2026-09-03
The GitHub project ai-knowledge-graph (2.9k stars) uses an LLM of your choice to extract Subject-Predicate-Object triplets from unstructured documents and render them as an interactive knowledge graph.
- Auto-chunks large documents and standardizes entity names across chunks
- Infers additional relationships between disconnected parts of the graph
- Interactive visualization with a demo (Industrial Revolution knowledge graph)
- Works with any OpenAI-compatible API endpoint, including Ollama and LM Studio
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