Amazon Neptune Analytics

Recently I wrote aboutGraphRAG and how it could really enhance the way your Agentic Knowledgebases work by adding in relationship data.

If you are considering implementing this in production, then you will want to consider Amazon Neptune Analytics, which I wrote about a while ago.

For the right use case, combining the relational nature of Neptune’s graph DB with vector indexes could be a really powerful tool.

Just be cautious not to simply slap a chatbot in everything as seems to be the trend these days.

With that said, if you have the right use case for it and you want a hands-on guide to implementing an AWS Bedrock Agent, you should check out DataCamp episode “Building Scalable AI Agents Using AWS Bedrock AgentCore”.