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n8n templateFreeBy Milan Vasarhelyi - SmoothWork

Find step-by-step recipes from API Ninjas Recipe API in an n8n AI agent

Video Introduction [![Video Walkthrough](https://vasarmilan-public.s3.us-east-1.amazonaws.com/blogthumbnails/thumbnailrecux4gNImLpzqvyd.jpg)](https://youtu.be/mMEX4Zsz4XY) Want to automate your inbox or need a custom ...

AILangchainCore NodesChat TriggerAgentLm Chat Open AiHttp Request Tool
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Template notes

Video Introduction [![Video Walkthrough](https://vasarmilan-public.s3.us-east-1.amazonaws.com/blogthumbnails/thumbnailrecux4gNImLpzqvyd.jpg)](https://youtu.be/mMEX4Zsz4XY)

Want to automate your inbox or need a custom workflow? [šŸ“ž Book a Call](https://smoothwork.ai/book-a-call/) | [šŸ’¬ DM me on Linkedin](https://www.linkedin.com/in/mil%C3%A1n-v%C3%A1s%C3%A1rhelyi-3a9985123/)

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Workflow Overview

This workflow creates an intelligent AI chatbot that retrieves recipes from an external API through natural conversation. When users ask for recipes, the AI agent automatically determines when to use the recipe lookup tool, fetches real-time data from the API Ninjas Recipe API, and provides helpful, conversational responses. This demonstrates the powerful capability of API-to-API integration within n8n, allowing AI agents to access external data sources on demand.

Key Features

- Intelligent Tool Calling: The AI agent automatically decides when to use the HTTP Request Tool based on user queries - External API Integration: Connects to API Ninjas Recipe API using Header Authentication for secure access - Conversational Memory: Maintains context across multiple turns for natural dialogue - Dynamic Query Generation: The AI model automatically generates the appropriate search query parameters based on user input

Common Use Cases