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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.

Chapters

  1. 00:00The challenge of unusable document data
  2. 00:16Introduction to Neo4j Graph Intelligence
  3. 00:31Use Case: Financial fraud and circular transactions
  4. 00:47How to load and process unstructured data (PDFs, transcripts, etc.)
  5. 00:56Defining schemas and extraction prompts
  6. 01:12Investigating data through a familiar LLM interface
  7. 01:21Uncovering hidden actors and structured fees
  8. 01:50Transforming unstructured data into actionable insights

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