Amazon Bedrock Agents Tutorial - Architecture and Orchestration

Amazon Bedrock Agent can perform actions and augment responses using companies data sources. It combines Actions with RAG techniques and converses using a Large Language Model.
AWS Bedrock Agents Tutorial: In this demo, we will learn how to create and use an AWS Bedrock Agent.
#artificialintelligence #retrievalaugmentedgeneration #RAG #awsarchitecture #aiassistant #LLM
Github Code Repo: github.com/architecturebytes/...
You may be charged for resources you use during the exercise, so please keep that in mind. For example Foundation Models are likely to charge you based on 'Tokens'.
Timelines:
00:05 Introduction
00:53 Architecture
02:36 Tutorial Begins
04:58 Knowledge Base
11:47 Advanced Prompt (Templates)
13:38 Actions
17:18 Test Agent
19:43 Agent Alias

[@santoshkmhatre]

One the best videos you will find on UA-cam that succinctly demos how Amazon Bedrock really works! Kudos!!

[@yotubecreators47]

Amazing this kind of tut created by genuine human spent hours on it's quality is amazing youtube algo need to upvote this

[@amandamide]

Folks, this was a really nice video to help understand Amazon Bedrock. I can't write code so in glad you could show how one can still build and test within the Bedrock console.

[@yotubecreators47]

Thank you

[@aliyazdizadeh]

this is so gooood!

[@karthickramadoss4937]

in Agent, Can we connect any AWS API or any API which response orchestration perform by bedrock Which specifically AWS twinmaker api need to connect with bedrock agent ? any suggestion from your end ?

[@ArchitectureBytes]

Once you invoke a Lambda function (action group) - you can invoke any API of your choice from there.

[@tamalchatterjee6488]

Nice video. Pls share the 2 files used to create the KB.

[@ArchitectureBytes]

Pls find the same in the linked github repository.

[@tamalchatterjee6488]

@@ArchitectureBytes - I need the Product Catalog and the Inventory. The GitHub has only the codes.

[@ArchitectureBytes]

Yes, they are available there now - please check.

[@SynthMindSolutions]

what types of permissions are needed? IAM roles?

[@ArchitectureBytes]

Let AWS create the Service Role for you (3:07) during Agent creation process. Once created - you can review the Permissions - arn is available in Agent details (4:10)

[@SynthMindSolutions]

@@ArchitectureBytes thank you! very great video