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robertopc1/Redis_LLMmemory
LLM Chat Memory with Azure Managed Redis
azd init -t Redis_LLMmemory
Use the Azure Developer CLI (azd) to deploy this template. Learn more about azd open
About this templateEnable intelligent, memory-enhanced LLM chat experiences using Azure Managed Redis. This template demonstrates how to persist and recall user conversations using AMR as a vector database or key-value store—ideal for building contextual, stateful AI assistants. Built with Azure Developer CLI (azd) for streamlined deployment.
app screenshot
Prerequisites
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checkMarkSign up for an Azure account.
checkMarkRequest access to Azure OpenAI Service.
checkMarkHave the Azure permissions required to deploy.
checkMarkRedis
checkMarkAzure Developer CLI (azd)
checkMarkPython 3.10+
Architecture
architecture diagram
Resources includedThis template deploys the following resources.
Resource
Description
Category
Microsoft Foundry
Microsoft FoundryAzure
The AI app and agent factoryAI + Machine Learning
Azure App Service
Azure App ServiceAzure
Quickly create powerful cloud apps for web and mobile.Compute
Summary
PersonCreated by
Roberto Perez,Kyle Teegarden
CalendarLast updated
CodeLanguages
Python
CubeModels
GPT-4 Omni
TagTags
Interactive Chat
Completions
Azure App Service
Azure Cache for Redis
Microsoft Foundry
Azure Managed Identities
GPT-4 Omni
Calculator
Pricing calculatoropen
You're only charged when you deploy to Azure. You can try this template locally or in VS Code for the Web at no cost.