Recipe recommendations with Qdrant and Mistral
Scrape web menu → Mistral embeddings → Qdrant vector store + Recommend API → SQLite backup → AI Agent chat recommendations
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Prerequisites: available n8n instance; Mistral.ai account (API key); Qdrant vector database instance with API credentials. Create the collection first in Qdrant: PUT collections/hello_fresh with vectors distance=Cosine, size=1024. The template scrapes the HelloFresh UK site (hellofresh.co.uk) weekly menu; site structure changes may break scraping.
n8n · mistral
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