AWS Demo

This is a sample notebook and web application which shows how Amazon Bedrock and Titan can be used with Neo4j. It shows how to leverage generative AI to build and consume a knowledge graph in Neo4j.

The dataset we’re using is from the SEC’s EDGAR system.

The dataflow in this demo consists of two parts:

Ingestion - we read the EDGAR files with Bedrock, extracting entities and relationships from them which is then ingested into a Neo4j database deployed from AWS Marketplace.
Consumption - A user inputs natural language into a chat UI. Bedrock converts that to Neo4j Cypher which is run against the database. This flow allows non technical users to query the database.