Turn public UFO documents from war.gov/ufo into a grounded Knowledge Graph Agent
From UFO Documents to Knowledge Graph Agents with Neo4j Document Intelligence
In this demo, we use Neo4j Document Intelligence inside Aura to turn public UFO/UAP documents from war.gov/ufo into a grounded Knowledge Graph Agent.
We walk through the flow from unstructured documents → extracted entities and relationships → Neo4j Aura knowledge graph
Core idea: AI agents need more than text chunks — they need connected, inspectable, source-grounded knowledge.
Learn more and start building:
https://neo4j.com/blog/genai/introducing-document-intelligence-from-documents-to-a-knowledge-graph-right-inside-aura/
Chapters
- 00:22UFO archive source: U.S. Department of War / NASA documents
- 00:40Historical document PDF preview
- 01:05Document Intelligence setup begins
- 01:15Upload/select UFO document files
- 02:10Knowledge graph visualization reveals
- 02:42Graph close-up with connected UFO-related entities
- 02:53Ask the document agent a question
- 03:05Agent answer / evidence-based response appears
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