Agents can now natively use knowledge bases, which is managed in AWS. You can also build a standalone tool that has a local vector db to act as a knowledge base but you have to manage it
Agent can use the KB with context. For example you can tell him to act as consumer facing and restrict some of the information or you can have another instance of Agent for employees that would provide it this information
This would be much more helpful if you included the code you developed in the future. Thanks for the video.
Thanks for the feedback! Added the code into the description. Available here: github.com/build-on-aws/amazon-bedrock-agents-quickstart
Thank you!
This is really helpful, can you share any git resource to refer and build text to sql query to fetch result from database with help of agent.
so whats the difference between creating an agent and using the KB feature within bedrock to perform RAG on Well Architected document PDFs in S3?
Agents can now natively use knowledge bases, which is managed in AWS.
You can also build a standalone tool that has a local vector db to act as a knowledge base but you have to manage it
Agent can use the KB with context. For example you can tell him to act as consumer facing and restrict some of the information or you can have another instance of Agent for employees that would provide it this information
Thought that was Deji for a second
Good job guys!