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In-memory ChatMessage History

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在亚马逊云科技上通过LangChain ReAct Agent开发金融多模态数据AI分析中台

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By Import Uuid, In-memory ChatMessage History
| CSDN
项目简介： 小李哥将继续每天介绍一个基于亚马逊云科技AWS云计算平台的全球前沿AI技术解决方案，帮助大家快速了解国际上最热门的云计算平台亚马逊云科技AWS AI最佳实践，并应用到自己的日常工作里。 本次介绍的是如何在亚马逊云科技机器学习托管服务Amazon SageMaker上搭建一个多模态LangChain Agent，通过ReAct逻辑让Agent通过Amazon Bedrock AI模型托管服务上的大模型对用户问题进行推理决定如何执行操作，通过调用一系列亚马逊云科技AI服务，如Amazon Textract、Amazon Transcribe、Amazon Comprehend对多模态数据进行分析处理，最后利用Streamlit框架开发与用户交互的UI界面。本架构设计全部采用了云原生Serverless架构，提供可扩展和安全的AI解决方案。本方案的解决方案架构图如下： 方案所需基础知识 Amazon SageMaker 是亚马逊云科技提供的一站式机器学习服务，帮助开发者和数据科学家轻松构建、训练和部署机器学习模型。SageMaker...
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