Marco Lancini 6/2/2025

Transform Years of Content Into a Conversational Knowledge Base

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This article details the author's project to transform years of newsletter content from CloudSecList into a conversational AI knowledge base. It explains the technical implementation using a Retrieval-Augmented Generation (RAG) pipeline with Cloudflare's AutoRAG service, covering indexing, query retrieval, static website hosting, CI/CD deployment, and security considerations for a serverless architecture.

Transform Years of Content Into a Conversational Knowledge Base

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