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Amazon Bedrock Agents Tutorial - Architecture and Orchestration
Рет қаралды 8,997
Күн бұрынAmazon 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/arc...
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 4 ай бұрын
One the best videos you will find on KZfaq that succinctly demos how Amazon Bedrock really works! Kudos!!
@yotubecreators47 5 ай бұрын
Amazing this kind of tut created by genuine human spent hours on it's quality is amazing youtube algo need to upvote this
@amandamide 5 ай бұрын
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.
@sanjeev.cs14 24 күн бұрын
How we can connect bedrock agent with chat bot front end?
@ArchitectureBytes 21 күн бұрын
You will need to invoke the Bedrock-Agents-Runtime APIs for this. To simplify this - you may use a Lambda function to interact with the agent - and let chatbot front-end interface with lambda function (via api gateway).
@yotubecreators47 5 ай бұрын
Thank you
@aliyazdizadeh 3 ай бұрын
this is so gooood!
@-SANJAIMI 27 күн бұрын
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 !!!
@ArchitectureBytes 27 күн бұрын
For the Runtime role at 6:37, did you choose 'Create and use a new service role'?
@ArchitectureBytes 27 күн бұрын
@@-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
@karthickramadoss4937 3 ай бұрын
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 3 ай бұрын
Once you invoke a Lambda function (action group) - you can invoke any API of your choice from there.
@tamalchatterjee6488 5 ай бұрын
Nice video. Pls share the 2 files used to create the KB.
@ArchitectureBytes 5 ай бұрын
Pls find the same in the linked github repository.
@tamalchatterjee6488 5 ай бұрын
@@ArchitectureBytes - I need the Product Catalog and the Inventory. The GitHub has only the codes.
@ArchitectureBytes 5 ай бұрын
Yes, they are available there now - please check.
@SynthMindSolutions 3 ай бұрын
what types of permissions are needed? IAM roles?
@ArchitectureBytes 3 ай бұрын
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 3 ай бұрын
@@ArchitectureBytes thank you! very great video
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