用 Amazon Bedrock AgentCore 构建自我改进的文档处理系统

AI 摘要

AWS 博客介绍如何用 Amazon Bedrock AgentCore 构建可自我改进的智能文档处理（IDP）系统。方案由 8 个专用 agent 组成，分为识别、训练、自动化三条工作流，能自动识别新文档格式、生成并保存抽取指令，后续同类文档无需重新训练即可直接抽取。系统整合 Textract、S3 Vectors、Aurora DSQL、DynamoDB、MCP 等组件，并可通过 AWS CDK 部署。

正文节选

Build self-improving document processing using Amazon Bedrock AgentCore IDC research shows that document-related challenges cost organizations $19,732 for each information worker annually and reduce productivity by 21.3 percent. Organizations receiving invoices from hundreds of suppliers often face layouts that vary by issuer and change without notice. Template-based systems require constant maintenance at this scale. Staff can spend up to 30 percent of their time on document-related tasks, and

发布时间：2026-10-15 00:24

抓取时间：2026-10-15 00:43

来源机构：AWS