TeloSignal

AI Enrichment n8n Templates

Enrich records with AI-generated summaries, classifications, or embeddings.

630
Templates
100%
Use AI nodes
18
Avg node count
21
Simple (1–5 nodes)
298
Intermediate (6–15)
311
Advanced (16+)

AI enrichment workflows use language models, embedding pipelines, and classification APIs to add structured intelligence to raw records. Templates in this category take unstructured input — a support ticket, a product review, a contact record, a scraped web page — and return summaries, sentiment scores, category labels, embeddings for vector search, or generated fields that would otherwise require manual review. Simple workflows call a single AI model and write the output back to one field; intermediate builds chain multiple models or add conditional branching based on classification output; advanced workflows orchestrate multi-step enrichment pipelines with fallback logic, cost controls, and output validation. AI adoption is by definition 100% in this category. Demand Score reflects builder engagement — high-view templates signal enrichment patterns that are widely applicable across industries. Because AI enrichment is one of the fastest-moving areas in automation, Demand Score velocity is particularly meaningful. Paid members access ranked demand intelligence showing which enrichment patterns are gaining adoption fastest.

Showing 150 of 630 templates, ordered by views

AI Enrichment

Very quick quickstart

Want to learn the basics of n8n? Our comprehensive [quick quickstart](https://docs.n8n.io/try-it-out/quickstart/) tutorial is here to guide…

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6 nodes · 298,026 viewsAI
Demand Score
AI Enrichment

RAG chatbot for company documents using Google Drive and Gemini

This workflow implements a Retrieval Augmented Generation (RAG) chatbot that answers employee questions based on company documents stored in…

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18 nodes · 239,638 viewsAI
Demand Score
AI Enrichment

Chat with a database using AI

This workflow allows you to ask questions about data stored in a database using AI. To use it, you'll need an OpenAI API key (although you…

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7 nodes · 203,536 viewsAI
Demand Score
AI Enrichment

Chat with local LLMs using n8n and Ollama

Chat with local LLMs using n8n and Ollama This n8n workflow allows you to seamlessly interact with your self-hosted Large Language Models (L…

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5 nodes · 169,595 viewsAI
Demand Score
AI Enrichment

Ask questions about a PDF using AI

The workflow first populates a Pinecone index with vectors from a Bitcoin whitepaper. Then, it waits for a manual chat message. When receive…

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15 nodes · 138,894 viewsAI
Demand Score
AI Enrichment

Chat with PDF docs using AI (quoting sources)

This workflow allows you to ask questions about a PDF document. The answers are provided by an AI model of your choice, and the answer inclu…

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20 nodes · 113,271 viewsAI
Demand Score
AI Enrichment

Suggest meeting slots using AI

The purpose of this n8n workflow is to automate the process of identifying incoming Gmail emails that are requesting an appointment, evaluat…

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10 nodes · 96,717 viewsAI
Demand Score
AI Enrichment

Local chatbot with retrieval augmented generation (RAG)

Build a 100% local RAG with n8n, Ollama and Qdrant. This agent uses a semantic database (Qdrant) to answer questions about PDF files. Tutor…

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13 nodes · 94,136 viewsAI
Demand Score
AI Enrichment

Chat with Postgresql database

Who is this template for? This workflow template is designed for any professionals seeking relevent data from database using natural langua…

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11 nodes · 83,881 viewsAI
Demand Score
AI Enrichment

RAG Starter Template using Simple Vector Stores, Form trigger and OpenAI

This template quickly shows how to use RAG in n8n. Who is this for? This template is for everyone who wants to start giving knowledge to th…

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12 nodes · 80,492 viewsAI
Demand Score
AI Enrichment

Preparing data to be sent to a service

Task: Make sure that data is in the right format before injecting it into a database/spreadsheet/CRM/etc. Why: Spreadsheets and databases r…

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6 nodes · 64,649 viewsAI
Demand Score
AI Enrichment

AI automated HR workflow for CV analysis and candidate evaluation

How it Works This workflow automates the process of handling job applications by extracting relevant information from submitted CVs, analyz…

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18 nodes · 63,311 viewsAI
Demand Score
AI Enrichment

Chat with a Google Sheet using AI

This workflow allows you to ask questions about the data in a Google Sheet over a chat interface. It uses n8n's built-in chat, but could be…

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20 nodes · 59,813 viewsAI
Demand Score
AI Enrichment

Scrape any web page into structured JSON data with ScrapeNinja and AI

Disclaimer: This template only works on self-hosted for now, as it uses a community node. Use Case Web scrapers often break due to web page…

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6 nodes · 56,743 viewsAI
Demand Score
AI Enrichment

Generate SQL queries from schema only - AI-powered

This workflow is a modification of the previous template on how to [create an SQL agent with LangChain and SQLite](https://n8n.io/workflows/…

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29 nodes · 51,828 viewsAI
Demand Score
AI Enrichment

Gmail campaign sender: Bulk-send emails and follow up automatically if no reply

This workflow allows you to send multi-step email campaigns using n8n, Gmail and Google Sheets. You define a sequence of emails, and a list…

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32 nodes · 51,144 viewsAI
Demand Score
AI Enrichment

AI: conversational agent with custom tool written in JavaScript

This workflow implements a custom tool via JavaScript code which returns a random color to users and excludes the given colors. Note that t…

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6 nodes · 50,501 viewsAI
Demand Score
AI Enrichment

Notion AI assistant generator

This n8n workflow template lets teams easily generate a custom AI chat assistant based on the schema of any Notion database. Simply provide…

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24 nodes · 47,665 viewsAI
Demand Score
AI Enrichment

AI chat with any data source (using the n8n workflow tool)

This AI agent can access data provided by another n8n workflow. Since that workflow can be used to retrieve any data from any service, this…

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12 nodes · 44,281 viewsAI
Demand Score
AI Enrichment

N8N for beginners: looping over items

N8N for Beginners: Looping Over Items Description This workflow is designed for n8n beginners to understand how n8n handles looping (itera…

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21 nodes · 44,045 viewsAI
Demand Score
AI Enrichment

Use an open-source LLM (via HuggingFace)

This workflow demonstrates how to connect an open-source model to a Basic LLM node. The workflow is triggered when a new manual chat messag…

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4 nodes · 42,175 viewsAI
Demand Score
AI Enrichment

Load and summarize Google Drive files with AI

This workflow includes advanced features like text summarization and tokenization, it's ideal for automating document processing tasks that…

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6 nodes · 33,136 viewsAI
Demand Score
AI Enrichment

Supabase insertion & upsertion & retrieval

This is a demo workflow to showcase how to use Supabase to embed a document, retrieve information from the vector store via chat and update…

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21 nodes · 28,829 viewsAI
Demand Score
AI Enrichment

Invoice processor & validator with OCR, AI & Google Sheets

📝 Say goodbye to manual invoice checking! This smart workflow automates your entire invoice processing pipeline using AI, OCR, and Google…

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22 nodes · 28,093 viewsAI
Demand Score
AI Enrichment

Breakdown documents into study notes using templating MistralAI and Qdrant

This n8n workflow takes in a document such as a research paper, marketing or sales deck or company filings, and breaks them down into 3 temp…

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42 nodes · 28,008 viewsAI
Demand Score
AI Enrichment

Automate image validation tasks using AI Vision

This n8n workflow shows how using multimodal LLMs with AI vision can tackle tricky image validation tasks which are near impossible to achie…

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11 nodes · 25,981 viewsAI
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AI Enrichment

Generate SEO seed keywords using AI

What this workflow does: This flow uses an AI node to generate Seed Keywords to focus SEO efforts on based on your ideal customer profile. Y…

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15 nodes · 24,449 viewsAI
Demand Score
AI Enrichment

💥🛠️Build a web search chatbot with GPT-4o and MCP Brave Search

MCP AI Chatbot using Brave Search Disclaimer: This workflow only works with local installations of n8n because it uses a community MCP nod…

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15 nodes · 24,387 viewsAI
Demand Score
AI Enrichment

Iterative content refinement with GPT-4 multi-agent feedback system

Who's it for This workflow is designed for users who want to implement iterative AI-powered content improvement processes. It's ideal for co…

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13 nodes · 23,443 viewsAI
Demand Score
AI Enrichment

Automate blog content creation with OpenAI, Google Sheets & email approval flow

Who is this for? This workflow is perfect for: * Digital marketers who need to scale SEO-optimized content production * Bloggers and content…

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23 nodes · 23,276 viewsAI
Demand Score
AI Enrichment

Chatbot appointment scheduler with Google Calendar for dental assistant

This workflow template is designed for dental assistants and anyone looking to automate appointment scheduling. It integrates Google Calenda…

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12 nodes · 23,038 viewsAI
Demand Score
AI Enrichment

Extract expenses from emails and add to Google Sheets

This workflow will check a mailbox for new emails and if the Subject contains Expenses or Reciept it will send the attachment to Mindee for…

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6 nodes · 20,201 viewsAI
Demand Score
AI Enrichment

AI agent to chat with Supabase/PostgreSQL DB

Video Guide I prepared a detailed guide that showed the whole process of building a resume analyzer. [](https://youtu.be/-GgKzhCNxjk) Who…

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11 nodes · 18,653 viewsAI
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AI Enrichment

AI-powered research assistant for platform questions with GPT-4o and MCP

Description This workflow empowers you to effortlessly get answers to your n8n platform questions through an AI-powered assistant. Simply s…

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5 nodes · 18,127 viewsAI
Demand Score
AI Enrichment

🤖 Automate CV screening with AI candidate analysis

How it works This workflow automates your initial hiring pipeline by creating an AI-powered CV scanner. It collects job applications throug…

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18 nodes · 17,985 viewsAI
Demand Score
AI Enrichment

AI-powered RAG workflow for stock earnings report analysis

This n8n workflow creates a financial analysis tool that generates reports on a company's quarterly earnings using the capabilities of OpenA…

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18 nodes · 17,602 viewsAI
Demand Score
AI Enrichment

Automate google analytics reporting

Automate Google Analytics Reporting with n8n This n8n workflow collects, processes, and formats Google Analytics data into a comprehensive…

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23 nodes · 17,155 viewsAI
Demand Score
AI Enrichment

Intelligent AI digest for security, privacy, and compliance feeds

How it works This workflow acts like your own personal AI assistant, automatically fetching and summarizing the most relevant Security, Priv…

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43 nodes · 16,884 viewsAI
Demand Score
AI Enrichment

Qualifying appointment requests with AI & n8n forms

This n8n template builds upon a simple appointment request form design which uses AI to qualify if the incoming enquiry is suitable and/or t…

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25 nodes · 16,624 viewsAI
Demand Score
AI Enrichment

Scalable multi-agent chat using @mentions

Summary Engage multiple, uniquely configured AI agents (using different models via OpenRouter) in a single conversation. Trigger specific a…

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18 nodes · 15,964 viewsAI
Demand Score
AI Enrichment

Force AI to use a specific output format

This workflow is for anyone looking to automatically fetch, validate, and parse complex language-based queries into a structured format. Its…

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11 nodes · 15,848 viewsAI
Demand Score
AI Enrichment

Custom LangChain agent written in JavaScript

This workflow has multiple functionalities. It starts with a manual trigger, "When clicking 'Execute Workflow'", that activates two separate…

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10 nodes · 15,551 viewsAI
Demand Score
AI Enrichment

Build an OpenAI assistant with Google Drive integration

Workflow Overview This workflow automates the creation and management of a custom OpenAI Assistant for a travel agency ("Travel with us"),…

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12 nodes · 14,771 viewsAI
Demand Score
AI Enrichment

🔐🦙Private & local Ollama self-hosted + dynamic LLM router

Who is this for? This workflow template is designed for AI enthusiasts, developers, and privacy-conscious users who want to leverage the pow…

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16 nodes · 14,716 viewsAI
Demand Score
AI Enrichment

AI-powered automated stock analysis

Introduction: Streamline your fundamental stock analysis process with AI-powered automation. By harnessing the power of SEC 10K reports -…

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20 nodes · 14,401 viewsAI
Demand Score
AI Enrichment

OpenAI assistant with custom tools

This workflow shows how you can get your OpenAI assistant to call an n8n workflow as a tool. Since you can put almost any functionality in a…

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15 nodes · 14,362 viewsAI
Demand Score
AI Enrichment

Multi-agent PDF-to-blog content generation

Purpose of workflow: The purpose of this workflow is to automatically transform complex, lengthy PDFs into concise, insightful blog posts.…

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20 nodes · 14,305 viewsAI
Demand Score
AI Enrichment

Upsert huge documents in a vector store with Supabase and Notion

Purpose This workflow adds the capability to build a RAG on living data. In this case Notion is used as a Knowledge Base. Whenever a page i…

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34 nodes · 13,935 viewsAI
Demand Score
AI Enrichment

Track AI agent token usage and estimate costs in Google Sheets

This n8n template demonstrates how to obtain token usage from AI Agents and places the data into a spreadsheet that calculates the estimated…

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24 nodes · 13,823 viewsAI
Demand Score
AI Enrichment

AI: summarize podcast episode and enhance using Wikipedia

The workflow automates the process of creating a summarized and enriched podcast digest, which is then sent via email. Note that to use thi…

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18 nodes · 13,522 viewsAI
Demand Score

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