Build a real-time streaming generative AI application using Amazon Bedrock, Amazon Managed Service for Apache Flink, and Amazon Kinesis Data Streams
Big Data Blog
This article describes how to build a real-time streaming generative AI application using Amazon Bedrock, Amazon Managed Service for Apache Flink, and Amazon Kinesis Data Streams.
Specifically, the article covers:
- Solution overview of the real-time streaming pipeline architecture
- Prerequisites and implementation details for the Flink application
- Prompt engineering techniques for guiding the generative AI model's responses
- Step-by-step instructions for building the Flink application, deploying the AWS CDK stack, setting up and connecting to OpenSearch Dashboards, and setting up the streaming producer
- Conclusion and clean-up steps
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