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AI prompt hub (Notion + ChatGPT): auto-find the right prompt with embeddings

n8nn8n18 modulesv1.0
NotionOpenAIHugging Face

Overview Build your own AI Prompt Hub inside n8n. This template lets ChatGPT automatically search your saved prompts in Notion using semantic embeddings from HuggingFace. Each time a user sends a message, the workflow finds the most relevant prompt based on meaning - not keywords. Perfect for developers who maintain dozens of prompts and want ChatGPT to pick the right one automatically. Key Features - 🔍 Semantic Prompt Search - Finds the best prompt using HuggingFace embeddings - 🧠 AI Agent In

At a glance

AI prompt hub (Notion + ChatGPT): auto-find the right prompt with embeddings is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Notion, OpenAI, Hugging Face. It's free to download. Follow the 5-step import below to go live in minutes.

Platform
n8n
Connects
Notion, OpenAI, Hugging Face
Modules
18
Price
Free
Version
v1.0
AI prompt hub (Notion + ChatGPT): auto-find the right prompt with embeddings workflow diagram

About this workflow

Overview Build your own AI Prompt Hub inside n8n. This template lets ChatGPT automatically search your saved prompts in Notion using semantic embeddings from HuggingFace. Each time a user sends a message, the workflow finds the most relevant prompt based on meaning - not keywords. Perfect for developers who maintain dozens of prompts and want ChatGPT to pick the right one automatically. Key Features - 🔍 Semantic Prompt Search - Finds the best prompt using HuggingFace embeddings - 🧠 AI Agent Integration - ChatGPT automatically calls the prompt-search workflow - 📚 Notion Prompt Database - Store unlimited prompts with auto-generated embeddings - ⚡ Automatic Embedding Sync - Regenerates vectors when prompts change This template is ideal for: - AI automations - Prompt engineering - DevOps and backend engineers who reuse prompts - Teams managing large prompt libraries How it works 1. The user sends any message to the ChatGPT interface 2. The n8n AI Agent calls a sub-workflow that performs semantic search in Notion 3. HuggingFace converts both the message and saved prompts into vector embeddings 4. The workflow returns the most similar prompt, which ChatGPT can use automatically Setup Instructions (15–20 minutes) 1. Import this template into your n8n instance 2. Set credentials for Notion, OpenAI, and HuggingFace 3. Create a Notion database with: - Prompt (Text) - Embeddings (Text) - Checksum (Text) 4. Paste your Notion database ID in: - “Get All Prompts” - “On Page Update” - “On Page Create” - “Get All Prompts for Search” 5. Enable the workflow and open the URL from “When chat message received” to start chatting 6. Type any request - the system will search for a matching prompt automatically Documentation & Demo Full documentation and examples:

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How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

Setup guide included

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