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/">Introducing Document Intelligence: From documents to a knowledge graph, right inside Aura

00:22 UFO archive source: U.S. Department of War / NASA documents
00:40 Historical document PDF preview
01:05 Document Intelligence setup begins
01:15 Upload/select UFO document files
02:10 Knowledge graph visualization reveals
02:42 Graph close-up with connected UFO-related entities
02:53 Ask the document agent a question
03:05 Agent answer / evidence-based response appears

#neo4j #DocumentIntelligence #KnowledgeGraph #AIAgents #GraphRAG #Aura #UFO #UAP