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Build a powerful question answering bot with Amazon SageMaker, Amazon OpenSearch Service, Streamlit, and LangChain

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QuestionAnsweringBot

Build a powerful question answering bot with Amazon SageMaker, Amazon OpenSearch Service, Streamlit, and LangChain

Source: AWS Blog:

https://aws.amazon.com/blogs/machine-learning/build-a-powerful-question-answering-bot-with-amazon-sagemaker-amazon-opensearch-service-streamlit-and-langchain/

Details:

Prerequisite:

The solution uses one instance each of ml.g5.12xlarge and ml.g5.24xlarge for SageMaker endpoint ; you can check the availability of these instances in your AWS account and request these instances as needed via a Sevice Quota increase. image

Solutions Architecture:

image

How to run:

Choose your right Cloudformation region and deploy: AWS Region Link

us-east-1 Link

us-west-2 Link

eu-west-1 Link

ap-northeast-1 Link

Follow : "Ingest the data into OpenSearch Service" Section in the AWS Blog to continue.

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Build a powerful question answering bot with Amazon SageMaker, Amazon OpenSearch Service, Streamlit, and LangChain

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