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n8n Workflowmedium

Insert and retrieve documents

Automates scraping latest Paul Graham essays, extracts and cleans text, creates embeddings with OpenAI, and stores them in Milvus vector database. Enables querying via chat with AI-powered citation retrieval using OpenAI GPT-4 model and LangChain integration.

Integrations

Chat TriggerDocument LoaderOpenAI EmbeddingsInformationextractorOpenAIText SplitterMilvusHtml

Tags

#paul#graham#essays#vector#search
$69

One-time purchase

✓Instant download after purchase
✓Works with Chat Trigger
✓Medium complexity — 15-30 min setup
✓Lifetime access, no subscription
Delivered as .json workflow file

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