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Testing Amazon Bedrock with Python: A Guide to Unit Testing GenAI Applications

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Manage episode 491209935 series 3602386
Content provided by Business Compass LLC. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Business Compass LLC or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Testing Amazon Bedrock with Python: A Guide to Unit Testing GenAI Applications

https://schedule.businesscompassllc.com/

As generative AI (GenAI) applications become central to modern software stacks, ensuring their reliability through robust unit testing is more important than ever. Amazon Bedrock, AWS's managed service for foundation models (FMs) from providers like Anthropic, AI21, Cohere, Meta, and Stability AI, allows developers to build scalable GenAI applications without managing infrastructure. However, testing these applications presents unique challenges — such as handling non-deterministic outputs and API dependencies.

In this podcast, we’ll walk you through strategies and practical examples for unit testing GenAI-powered applications built with Amazon Bedrock and Python.

  continue reading

110 episodes

Artwork
iconShare
 
Manage episode 491209935 series 3602386
Content provided by Business Compass LLC. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Business Compass LLC or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Testing Amazon Bedrock with Python: A Guide to Unit Testing GenAI Applications

https://schedule.businesscompassllc.com/

As generative AI (GenAI) applications become central to modern software stacks, ensuring their reliability through robust unit testing is more important than ever. Amazon Bedrock, AWS's managed service for foundation models (FMs) from providers like Anthropic, AI21, Cohere, Meta, and Stability AI, allows developers to build scalable GenAI applications without managing infrastructure. However, testing these applications presents unique challenges — such as handling non-deterministic outputs and API dependencies.

In this podcast, we’ll walk you through strategies and practical examples for unit testing GenAI-powered applications built with Amazon Bedrock and Python.

  continue reading

110 episodes

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