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
- When clicking "Test workflow"
- Get This Week's Menu
- Extract Available Courses
- Extract Server Data
- Get Course Metadata
- Get Recipe
- Embeddings Mistral Cloud
- Default Data Loader
- Merge Course & Recipe
- Prepare Documents
- Recursive Character Text Splitter
- Chat Trigger
- Extract Recipe Details
- Qdrant Recommend API
61 steps in total.
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