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Build a Streamlit app with LangChain and Amazon Bedrock - Use ElastiCache Serverless Redis for chat history, deploy to EKS and manage permissions with EKS Pod Identity

community.aws/content/2aq9ju6xvytywgvbupowftk5ok4/build-a-streamlit-app-using-langchain-amazon-bedrock-and-redis

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Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
Dockerfile		Dockerfile
README.md		README.md
app.yaml		app.yaml
arch.png		arch.png
chat.py		chat.py
permissions.json		permissions.json
requirements.txt		requirements.txt
trust-policy-eks.json		trust-policy-eks.json

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Streamlit chatbot

For details, checkout this blog post.

Streamlit app on EKS:

Built using Streamlit and LangChain framework
Claude on Amazon Bedrock as the LLM
Redis as the LangChain memory backend to store chat conversation history
Deployed to Amazon EKS

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Build a Streamlit app with LangChain and Amazon Bedrock - Use ElastiCache Serverless Redis for chat history, deploy to EKS and manage permissions with EKS Pod Identity

community.aws/content/2aq9ju6xvYtywGVbuPoWFTk5oK4/build-a-streamlit-app-using-langchain-amazon-bedrock-and-redis

python redis eks streamlit langchain amazon-bedrock

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