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Augment AI chatbot prompts with a knowledge graph reasoning ontology and improve the quality of responses with Graph RAG.

Workflow Documentation

Disclaimer

This n8n workflow demonstrates a simple approach to improve chat UX by staggering an AI Agent's reply for users who send in a sequence of partial messages and in short bursts.

This workflow automates customer support across multiple channels (Email, Live Chat, WhatsApp, Slack, Discord) using AI-powered responses enhanced with Retrieval Augmented Generation (RAG) and your pr

🚀 Google Drive Image Enhancement with Gemini nano banana

How it works

Automated image processing for e-commerce product catalog

🤖 Telegram Image Editor with Nano Banana

Enhance Security Operations with the Qualys Slack Shortcut Bot!

Enhance Your Workflow with 2Ndmoises_Generator AI

Agentic research control plane with local proof, provenance packaging, and explicit audit-status reporting.

enola - MCP Architectural Snapshot Server and Knowledge Graph

The most advanced Obsidian MCP — long-term memory for AI agents. Hybrid retrieval (BM25 + ML + BGE rerank, RRF-fused), HNSW + int8 quantization, agentic RAG (HyDE + sub-question), standalone Bases, PD

🧠 AI Lead Enricher & Qualifier using Bright Data MCP and Hubspot

This workflow allows you to add candidates’ profile assessments to Notion before an interview.

Enrich and score company leads with Clearbit, Hunter.io, and Gemini AI

Enrich and score Japanese company leads with government APIs, web scraping, and Gemini AI

⚠️ Community Node Disclaimer

Stop wasting hours manually hunting for business leads. This workflow automates the entire process from scraping Google Maps to extracting contact emails all triggered from your phone via Telegram.

B2B Lead Enrichment | Attio CRM

This template helps you manage your calendars by enriching each calendar event with data from Perplexity, OpenWeatherMap, & Open AI, and sending notifications on your Telegram.

How it works

Enrich Company Data from Google Sheet with OpenAI Agent and ScrapingBee

This n8n workflow automates the enrichment of a company list by discovering and extracting each company’s official LinkedIn URL using Bright Data’s search capabilities and Google Gemini AI for HTML pa

This workflow automates enriching company profiles by taking a domain name from a Google Sheet, fetching firmographic data via the CompanyEnrich API, and updating the sheet with the results.

Automating Company Data Enrichment and HubSpot Integration

This workflow automatically enriches company domain lists with comprehensive business information using Perplexity AI's research capabilities and organizes the data in Google Sheets for easy analysis

Google Sheets Company Enrichment with Explorium MCP

What this does

🕵️ Company Research Agent (n8n + Explorium + LLM)

This workflow enriches the information of a new contact that gets added to HubSpot.

What it does

How it works:

⚠️ DISCLAIMER: This workflow uses the AnySite LinkedIn community node, which is only available on self-hosted n8n instances. It will not work on n8n.cloud.

🚀 Enrich CRM Leads with LinkedIn Company Data Using AI

📺 Full walkthrough video: https://youtu.be/uk-mJRgYnfs

How it works

Event Registration + Auto-Enrichment Intelligence

This n8n workflow template lets you easily generate comprehensive FAQ (Frequently Asked Questions) content for multiple services (or any items or pages you need to add the FAQs to). Simply provide the

How it works

Who’s it for

Automate your B2B lead generation by scraping Google Maps, generating AI business summaries, and extracting hidden contact emails from websites, all triggered via Telegram.

This workflow allows you to find and verify emails and enrich your contact from a Google Sheet with Dropacontact and add them to Lemlist.

Enrich your CSV data with web-sourced information using Tavily's AI-powered research API. This workflow fills in missing data for existing columns without creating new ones.

How it works

Automate company enrichment directly in Google Sheets using Dun & Bradstreet (D&B) Data Blocks. This workflow reads DUNS numbers from a sheet, fetches a Bearer token (via Basic Auth → /v3/token), call

This template enriches HubSpot company records using real-time data from the Bedrijfsdata.nl API. It listens for changes to company properties (e.g., domain) and updates records with verified informat

This workflow automatically enriches HubSpot company records with official data from the Polish CEIDG (Central Register and Information on Economic Activity) database when a NIP (Polish Tax ID) is add

HubSpot Lead Refinement

How it works

Use Case

Transform LinkedIn profile URLs into comprehensive enriched lead profiles, quickly and automatically.

Use Case

Who is this for

Template Information

LinkedIn Profile Enrichment Workflow

Introduction

📊 Description

LinkedIn Profile Enrichment Automation