https://github.com/abhirockzz/streamlit-langchain-chatbot-bedrock-redis-memory

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
https://github.com/abhirockzz/streamlit-langchain-chatbot-bedrock-redis-memory

amazon-bedrock eks langchain python redis streamlit

Last synced: 8 months ago
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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

• Host: GitHub
• URL: https://github.com/abhirockzz/streamlit-langchain-chatbot-bedrock-redis-memory
• Owner: abhirockzz
• Created: 2024-01-11T16:23:04.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2024-01-12T05:20:04.000Z (over 1 year ago)
• Last Synced: 2024-12-21T03:14:04.487Z (10 months ago)
• Topics: amazon-bedrock, eks, langchain, python, redis, streamlit
• Language: Python
• Homepage: https://community.aws/content/2aq9ju6xvYtywGVbuPoWFTk5oK4/build-a-streamlit-app-using-langchain-amazon-bedrock-and-redis
• Size: 189 KB
• Stars: 10
• Watchers: 3
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Streamlit chatbot

For details, [checkout this blog post](https://community.aws/content/2aq9ju6xvYtywGVbuPoWFTk5oK4/build-a-streamlit-app-using-langchain-amazon-bedrock-and-redis).

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

![](arch.png)