Neo4j Live: Generating Graph Data from Unstructured Data with BAML

BAML is an expressive language for LLM-powered Text generation that guarantees structured JSON output.
In this episode, learn what makes BAML so powerful and how to use it to transform multimodal data into custom graph data.

Guest: Vaibhav Gupta

BAML: https://www.boundaryml.com/

0:00 – Intro to Vaibhav Gupta
1:02 – What is Boundary and BAML?
2:37 – Common Misconceptions About LLMs
4:04 – Live Demo: Converting Unstructured Data into Structured Data
7:49 – Using LLMs for Graph Data and Cypher Queries
16:10 – Ensuring Reliability in LLM Outputs
29:42 – Handling Ontologies and Directed Graphs in BAML
36:43 – Error Handling and Preventing Infinite Loops in AI Pipelines
47:00 – Getting Started with BAML
1:02:28 – WrapUp

#neo4j #graphrag #graphdatabase #llm #genai #baml #unstructureddata #json