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Library / Content Writing & Generation

Content Writing & Generation

Plan HelloFresh Weekly Menus with Mistral

When you run it, it fetches this week's HelloFresh menu, extracts courses and recipes, and uses Mistral to build menu plans.

What it does

## Try it out! ### This workflow does the following: * Fetches and stores this week's HelloFresh's menu * Builds the foundation of a recommendation engine by storing the recipes in a Qdrant Vectorstore and SQLite database. * Builds an AI Agent that allows for a chat interface to query for a the week's recipe recommendations. * AI agent uses the Qdrant Recommend API, providing what the user likes/dislikes as the query. * Qdrant returns the results which enable the AI Agent to make the recommendation to the user. ### Need Help? Join the [Discord]({{ $env.WEBHOOK_URL }} or ask in the [Forum]({{ $env.WEBHOOK_URL }} Happy Hacking!

The steps

  1. When clicking "Test workflow"
  2. Get This Week's Menu
  3. Extract Available Courses
  4. Extract Server Data
  5. Get Course Metadata
  6. Get Recipe
  7. Embeddings Mistral Cloud
  8. Default Data Loader
  9. Merge Course & Recipe
  10. Prepare Documents
  11. Recursive Character Text Splitter
  12. Chat Trigger
  13. Extract Recipe Details
  14. Qdrant Recommend API

61 steps in total.

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