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Amazon Bedrock Agents Tutorial - Architecture and Orchestration
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- เผยแพร่เมื่อ 3 มี.ค. 2024
- 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
Amazing this kind of tut created by genuine human spent hours on it's quality is amazing youtube algo need to upvote this
One the best videos you will find on TH-cam that succinctly demos how Amazon Bedrock really works! Kudos!!
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.
this is so gooood!
Thank you
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 ?
Once you invoke a Lambda function (action group) - you can invoke any API of your choice from there.
Nice video. Pls share the 2 files used to create the KB.
Pls find the same in the linked github repository.
@@ArchitectureBytes - I need the Product Catalog and the Inventory. The GitHub has only the codes.
Yes, they are available there now - please check.
what types of permissions are needed? IAM roles?
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)
@@ArchitectureBytes thank you! very great video
hello sir!!! I have a issue in creating the knowledge base. When I create it shows failed to create open search serverless collection.eventhough I gave the full access access for bedrock and opensearch service for the user and made the s3 bucket to be accessed by the opensearch service, the issues is not fixed. can you help me to clear that issue? I'm struggling with that issue !!! please help me !!!
For the Runtime role at 6:37, did you choose 'Create and use a new service role'?
@@ArchitectureBytes yes sir
@@-SANJAIMI Pls try these
1. Go to the OpenSearch Serverless Console - and try to create a collection yourself - to verify if that works.
2. Check OpenSearch Serverless Logs CloudWatch/CloudTrail