December 2023

Build generative AI agents with Amazon Bedrock, Amazon DynamoDB, Amazon Kendra, Amazon Lex, and LangChain

Amazon Bedrock, Amazon Kendra, Amazon Lex, Amazon Machine Learning, Artificial Intelligence, Generative AI, Technical How-to /

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. Instead of only fulfilling predefined intents through a static decision tree, agents are autonomous within the context of their suite of available […]

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How AWS Prototyping enabled ICL-Group to build computer vision models on Amazon SageMaker

Amazon SageMaker, Amazon SageMaker Ground Truth, Best Practices, Customer Solutions, Technical How-to /

This is a customer post jointly authored by ICL and AWS employees. ICL is a multi-national manufacturing and mining corporation based in Israel that manufactures products based on unique minerals and fulfills humanity’s essential needs, primarily in three markets: agriculture, food, and engineered materials. Their mining sites use industrial equipment that has to be monitored

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