Turning Documents into Knowledge Graphs | Graph + AI, Ep. 1

How do you ask questions of unstructured data like documents? In Episode 1 of Graph + AI, Rahul Tasker (Senior Customer Success Engineer) shows how to turn a document into a knowledge graph with an LLM, store it in Oracle AI Database, and query it in natural language. In the live demo, a short Sherlock Holmes story becomes a graph: the LLM extracts the entities and relationships (nouns become nodes, verbs become edges), they're stored in tables, and a graph view lets you query them. You'll see the generated graph query and its raw results, so you can trace how the answer was produced. We also cover common pitfalls, why combining graph and vector search gives an LLM better context, and how to get started. Chapters 0:00 Intro 0:14 Meet the guest 0:51 Why graphs + AI? 1:40 Live demo: document to graph 2:35 Nouns → nodes, verbs → edges 3:14 Querying the graph 4:28 Common pitfalls 5:23 Why business leaders should care 5:57 How to get started 6:18 Rapid-fire questions 8:44 Wrap-up Try it yourself • GraphRAG with Property Graph (Oracle LiveLabs): https://livelabs.oracle.com/ords/r/db... • Demo code (GitHub): https://github.com/rahul-tasker/Graph... • More Oracle Graph samples (GitHub): https://github.com/oracle-samples/ora... Documentation • GraphRAG with Oracle AI Database 26ai: https://blogs.oracle.com/developers/g... • Key Property Graph Features in Oracle AI Database 26ai: https://docs.oracle.com/en/database/o... • What's new for graph in Oracle AI Database 26ai: https://docs.oracle.com/en/database/o... • Select AI for Property Graphs: https://docs.oracle.com/en-us/iaas/au... Watch the series trailer:    • Graph + AI and Spatial + AI | New Series T...   Hosted by Ramu Murakami Gutierrez, Principal Product Manager, Oracle. Join the Oracle Graph community • Medium (articles tagged Oracle Graph):   / oracle   • Stack Overflow (oracle-graph tag): https://stackoverflow.com/questions/t... • Slack, AnDOUC (visit #graph): https://join.slack.com/t/andouc/share... • Slack, Oracle DevRel (visit #oracle-db-graph): https://join.slack.com/t/oracledevrel... If you enjoyed this episode, like and subscribe for more Graph + AI and Spatial + AI. #OracleGraph #OracleDatabase #PropertyGraph #GraphRAG #GenerativeAI