n8n Workflow Assistant - Trained on 200+ Templates ❤️‍🔥🔥
Hey everyone, since I enjoy working with n8n and also use ChatGPT or Claude for brainstorming, I thought it would be cool to have a RAG agent trained on n8n data.
So I built an AI RAG agent to help me with ideas for creating workflows. (Of course, it can't write the complete workflows (JSON code) by itself yet, but it's been a big help to me so far.)
With the general knowledge of ChatGPT models as well as over 200 templates it's trained on, it understands n8n a bit better than normal chat models.
I'll be loading many more templates and also the n8n docs, and I recommend you do the same.
I've made it easier for you to upload to Pinecone.
How does the workflow work?
The workflow uses a GPT-4o model as its foundation and utilizes a Pinecone Vector Store for RAG functionality. The agent is configured in German and provides structured answers to n8n workflow questions. The system automatically retrieves template data from a Google Drive folder, converts them with OpenAI embeddings, and stores them in the Pinecone Vector Store. This allows the agent to access an extensive knowledge base and provide relevant examples for your specific automation challenges.
You can easily import the workflow and configure it with your own API credentials for OpenAI, Pinecone, and Google Drive. For more data you want to feed to the agent, I recommend first uploading it to your Google Drive folder and then adding it to the Pinecone database, as I did with over 200 templates.
I hope you like it and it will make your work a little easier!
The workflow is included here as JSON, and I'm making the templates available to you via the attached Google Drive link:
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Yusuf Ye
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n8n Workflow Assistant - Trained on 200+ Templates ❤️‍🔥🔥
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