Event-Driven RAG Knowledge Base Pipeline

Scenario

Deploy a RAG AI application on Elasticsearch and wire EventBridge to automatically trigger document ingestion and index updates when new files arrive in storage, creating a fully event-driven knowledge base refresh pipeline.

How the products combine

1. es · es-deploy-application — Elasticsearch — Deploy a Retrieval-Augmented Generation (RAG) AI application

See es/es-deploy-application.

2. eb · eb-manage-targets — EventBridge — Manage event sources and targets

See eb/eb-manage-targets.

Typical questions

• event-driven RAG pipeline
• auto update knowledge base
• trigger RAG reindex on new docs
• event-driven document ingestion
• 自动更新RAG知识库
• 事件驱动文档索引
• 新文件触发RAG更新
• EventBridge RAG集成

Q: How does the event-driven RAG pipeline automatically update the knowledge base when new documents arrive? A: The pipeline uses EventBridge to automatically trigger document ingestion and index updates whenever new files arrive in storage. This cross-product combination wires an Elasticsearch RAG application to EventBridge targets for a fully event-driven knowledge base refresh.