Quick Demo of AWS Strands Agent SDK Vended Tools

Описание: This video introduces a quick intro to #AWS #Strands SDK is focused in the usage of vended tools such as use_aws and file_read. The highlights the powerful instrumentary behind AWS Strands vended tools SDK for #agenticai to create #aiagents.

▬▬ Code ▬▬▬▬▬▬▬▬▬▬▬
AWS Strands Vended Tools
https://github.com/enoten/aws_strands...

Support Tickets Dataset is available here:
https://huggingface.co/datasets/phi-a...

Code for analysis of Support Tickets Dataset and
extraction of keyword pairs is available here:
https://github.com/enoten/support_tic...

▬▬ Timeline ▬▬▬▬▬▬▬▬▬▬▬
0:00 - Intro AI Agents
4:45 - Intro to AWS Stands Agents
6:43 - Create DynamoDB table using use_aws tool
7:37 - Support Ticket Dataset brief intro
8:36 - Continue wit DynamoDB table creation using AWS Strands Agent
12:53 - Read JSON file using file_read Tool and perform ETL
16:25 - Retrieve number of records in DynamoDB table
18:44 - Push data from JSON file into DynamoDB table
20:22 - Analysis of Agent Failure to Reason
22:47 - Running fixed query and facing TypeError error
28:44 - Using updated prompt to overcome TypeError
31:14 - Not all the data was pushed in the DynamoDB
33:05 - Update query to overcome the problem of partial data pushing
36:29 - Push data from another JSON file: AttributeError during the tool call
37:25 - Pushing data from remaining files
42:16 - Retrieve data from DynamoDB for a particular request
47:55 - Enable query as a parameter for Agent call using argparse