Automating Dify Knowledge Ingestion
This guide demonstrates how to automate document ingestion for a self-hosted Dify Knowledge Base using n8n. We build a stateless workflow that monitors Singapore HDB Town Design Guides, detects newly published PDFs, compares them against existing Dify documents, and automatically uploads new content through Dify’s Dataset API. The result is a self-maintaining RAG pipeline that keeps chatbot knowledge synchronized with authoritative source documents without manual intervention.
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