ML Workflow Orchestration
Amazon Bedrock with Temporal: rock solid

Amazon Bedrock with Temporal: rock solid

6/18/2024

What this post added

This post details the integration of Temporal with Amazon Bedrock to build a resilient AI chatbot. It demonstrates how Temporal Workflows can manage the stateless nature of LLMs by storing conversation history, handle long-running sessions without consuming excessive resources, and provide a unified view of execution history for debugging. The post provides code examples using the Temporal Python SDK for a basic workflow that invokes Bedrock activities, highlighting Temporal's guarantees for reliable execution even in the face of simulated failures.

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