Recipe Recommendations with Qdrant and Mistral

Data and product teams that want a working example of recommendations with a vector store and an AI agent.

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recipe-recommendations-with-qdrant-and-mistral.json

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What it does

An n8n workflow that builds a recipe recommendation chatbot. It scrapes recipes, splits them and stores them in a Qdrant collection with Mistral embeddings. An AI agent then uses the Qdrant Recommendation API, so users can name recipes or ingredients they want to avoid.

Use cases

01Recommend recipes from a vector store
02Exclude ingredients a user wants to avoid
03Reuse the pattern for other product catalogs

Connects

HTTP Request · Code · HTML · AI Agent · Recursive Character Text Splitter · Call n8n Workflow Tool · Default Data Loader · Embeddings Mistral Cloud · Mistral Cloud Chat Model · Qdrant Vector Store

Questions about
Recipe Recommendations with Qdrant and Mistral.

What is Recipe Recommendations with Qdrant and Mistral used for?

Data and product teams that want a working example of recommendations with a vector store and an AI agent. An n8n workflow that builds a recipe recommendation chatbot. It scrapes recipes, splits them and stores them in a Qdrant collection with Mistral embeddings. An AI agent then uses the Qdrant Recommendation API, so users can name recipes or ingredients they want to avoid.

How do I import Recipe Recommendations with Qdrant and Mistral into n8n?

Copy the workflow JSON from this page and paste it onto the n8n canvas with Ctrl+V or Cmd+V. Then connect your credentials in each node.

Is Recipe Recommendations with Qdrant and Mistral safe to use?

It passed our automatic scan for credential theft, hidden instructions and risky install commands. Third party open source software. Sabemos AI does not maintain it. Check the code and permissions before you connect it to company data.

Related resources

Read the guide: AI data analysts: ask your data ↗