AWS Certified AI Practitioner
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A startup wants to build a travel planning chatbot using Amazon Bedrock. The chatbot must access real-time flight data via API. Which AWS component is best for securely connecting Bedrock to live external data?
Real Exam
Community
JJin
A
Amazon S3
B
Amazon CloudWatch
C
AWS Lambda
D
Amazon Rekognition
Explanation:
Explanation
Correct Answer: C) AWS Lambda
AWS Lambda is the best component for securely connecting Amazon Bedrock to live external data for the following reasons:
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API Integration: AWS Lambda functions can make HTTP requests to external APIs to fetch real-time flight data.
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Secure Connection: Lambda functions can securely store API credentials using AWS Secrets Manager or Parameter Store, and can be configured with appropriate IAM roles and VPC settings for secure network access.
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Event-Driven Architecture: Lambda can be triggered by Bedrock's API calls, process the external API data, and return formatted responses to the chatbot.
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Serverless and Scalable: Lambda automatically scales to handle varying loads from the chatbot without managing servers.
Why other options are incorrect:
- A) Amazon S3: S3 is an object storage service, not designed for real-time API integration or processing.
- B) Amazon CloudWatch: CloudWatch is a monitoring and observability service, not for API integration.
- D) Amazon Rekognition: Rekognition is a computer vision service for image and video analysis, unrelated to API integration.
Best Practice: For connecting Bedrock to external APIs, AWS Lambda combined with API Gateway (for RESTful endpoints) and Secrets Manager (for credential management) provides a secure, scalable solution for real-time data access.
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