Create Knowledge Graphs from Unstructured Data with Neo4j Document Intelligence

Turn unstructured data into a knowledge graph in just a few clicks. With Document Intelligence, you can ingest text files, PDFs, and Markdown documents and automatically create a graph-ready representation of your data—giving LLMs the structured context they need to reason, retrieve, and generate more accurate answers.

00:00 – The challenge of unusable document data
00:16 – Introduction to Neo4j Graph Intelligence
00:31 – Use Case: Financial fraud and circular transactions
00:47 – How to load and process unstructured data (PDFs, transcripts, etc.)
00:56 – Defining schemas and extraction prompts
01:12 – Investigating data through a familiar LLM interface
01:21 – Uncovering hidden actors and structured fees
01:50 – Transforming unstructured data into actionable insights