Workflow Templates

This n8n workflow demonstrates an approach to parsing bank statement PDFs with multimodal LLMs as an alternative to traditional OCR. This allows for much more accurate data extraction from the document especially when it comes to tables and complex layouts. Multimodal Parsing is better than traditiona OCR because: It reduces complexity and overhead by avoiding the need to preprocess the document into text format such as markdown before passing to the LLM. It handles non-standard PDF formats which may produce garbled output via traditional OCR text conversion. It's orders of magnitude cheaper than premium OCR models that still require post-processing cleanup and formatting. LLMs can format to any schema or language you desire! How it works You can use the example bank statement created specifically for this workflow here: https://drive.google.com/file/d/1wS9U7MQDthj57CvEcqG_Llkr-ek6RqGA/view?usp=sharing A PDF bank statement is imported via Google Drive. For this demo, I've created a mock bank statement which includes complex table layouts of 5 columns. Typically, OCR will be unable to align the columns correctly and mistake some deposits for withdrawals. Because multimodal LLMs do not accept PDFs directly, well have to convert the PDF to a series of images. We can achieve this by using a tool such as Stirling PDF. Stirling PDF is self-hostable which is handy for sensitive data such as bank statements. Stirling PDF will return our PDF as a series of JPGs (one for each page) in a zipped file. We can use n8n's decompress node to extract the images and ensure they are ordered by using the Sort node. Next, we'll resize each page using the Edit Image node to ensure the right balance between resolution limits and processing speed. Each resized page image is then passed into the Basic LLM node which will use our multimodal LLM of choice - Gemini 1.5 Pro. In the LLM node's options, we'll add a "user message" of type binary (data) which is how we add our image data as an input. Our prompt will instruct the multimodal LLM to transcribe each page to markdown. Note, you do not need to do this - you can just ask for data points to extract directly! Our goal for this template is to demonstrate the LLMs ability to accurately read the page. Finally, with our markdown version of all pages, we can pass this to another LLM node to extract required data such as deposit line items. Requirements Google Gemini API for Multimodal LLM. Google Drive access for document storage. Stirling PDF instance for PDF to Image conversion Customising the workflow At time of writing, Gemini 1.5 Pro is the most accurate in text document parsing with a relatively low cost. If you are not using Google Gemini however you can switch to other multimodal LLMs such as OpenAI GPT or Antrophic Claude. If you don't need the markdown, simply asking what to extract directly in the LLM's prompt is also acceptable and would save a few extra steps. Not parsing any bank statements any time soon? This template also works for Invoices, inventory lists, contracts, legal documents etc.

AI Research Assistant via Telegram (GPT-4o mini + DeepSeek R1 + SerpAPI) 👥 Who’s it for This workflow is perfect for anyone who wants to receive AI-powered research summaries directly on Telegram. Ideal for people asking frequent product, tech, or decision-making questions and want up-to-date answers sourced from the web. 🤖 What it does Users send a question via Telegram. An AI agent (DeepSeek R1) reformulates and understands the intent, while a second agent (GPT-4o mini) performs live research using SerpAPI. The most relevant answers, including links and images, are delivered back via Telegram. ⚙️ How it works 📲 Telegram Trigger – Starts when a user sends a message to your Telegram bot. 🧠 DeepSeek R1 Agent – Understands, clarifies, or reformulates the user query. 🧠 Research AI Agent (GPT-4o mini + SerpAPI) – Searches the web and summarizes the best results. 📤 Send Telegram Message – Sends the response back to the same user. 📋 Requirements Telegram bot (via BotFather) with API token set in n8n credentials OpenAI account with API key and balance for GPT-4o mini SerpAPI account (100 free searches/month) with API key DeepSeek account with API key and balance 🛠️ How to set up Create your Telegram bot using BotFather and connect it using the Telegram Trigger node Set up DeepSeek credentials and add a Chat Model AI Agent node using DeepSeek R1 to reformulate the user’s question Set up OpenAI credentials and add a second ChatGPT AI Agent node using GPT-4o mini In the GPT-4o node, enable the SerpAPI Tool and add your SerpAPI API key Pass the reformulated question from DeepSeek to the GPT-4o agent for live search and summarization Format the response (text, links, optional images) Send the final reply to the user using the Telegram Send Message node Ensure your n8n instance is publicly accessible Test the workflow by sending a message to your Telegram bot ✅

Auto-Publish Social Videos to 9 Platforms via Google Sheets and Blotato Who is this workflow for? This workflow is ideal for marketers, content creators, virtual assistants, and automation specialists managing multi-platform video content. It’s especially useful for teams who want to centralize publishing via a spreadsheet and automate social distribution in one shot. What problem does this workflow solve? Manually posting videos to multiple social platforms is tedious and time-consuming. This workflow allows you to streamline video distribution using Blotato’s API — no more switching between platforms or re-uploading the same video multiple times. What this workflow does This automation reads video metadata (URL, caption, title) from a Google Sheet, uploads the video to Blotato, and automatically publishes it to Instagram, YouTube, TikTok, Facebook, LinkedIn, Threads, Twitter (X), Pinterest, and Bluesky. It also updates the sheet to reflect the publishing status (STATUS = DONE), ensuring that your data remains clean and trackable. Setup Set up your Google Sheet with the required columns: PROMPT, DESCRIPTION, URL VIDEO, Titre, row_number, and STATUS. Add your Blotato API key in the headers of the Upload Video and Post to X nodes. Replace the platform-specific IDs in the Assign Social Media IDs node (Instagram ID, Facebook Page ID, etc.). Set the schedule in the Schedule Trigger node to define when the publishing happens. > ⚠️ Disclaimer: This workflow uses Community Nodes. These are only available on self-hosted n8n instances. How to customize this workflow Add logic to skip rows already marked as DONE. Expand to more platforms supported by Blotato. Use a webhook or Telegram trigger instead of the scheduler for more interactivity. Modify content per platform if needed (caption formatting, hashtags, etc.). 📄 Documentation: Notion Guide Demo Video 🎥 Watch the full tutorial here: YouTube Demo

Transform your local N8N instance into a powerful chat interface using any local & private Ollama model, with zero cloud dependencies ☁️. This workflow creates a structured chat experience that processes messages locally through a language model chain and returns formatted responses 💬. How it works 🔄 💭 Chat messages trigger the workflow 🧠 Messages are processed through Llama 3.2 via Ollama (or any other Ollama compatible model) 📊 Responses are formatted as structured JSON ⚡ Error handling ensures robust operation Set up steps 🛠️ 📥 Install N8N and Ollama ⚙️ Download Ollama 3.2 model (or other model) 🔑 Configure Ollama API credentials ✨ Import and activate workflow This template provides a foundation for building AI-powered chat applications while maintaining full control over your data and infrastructure 🚀.

🚀 Automated Founder Discovery: CrunchBase to Gmail Outreach Workflow! Workflow Overview This cutting-edge n8n automation is a sophisticated founder intelligence and outreach tool designed to transform startup research into actionable networking opportunities. By intelligently connecting CrunchBase, OpenAI, and Gmail, this workflow: Discovers Startup Founders: Automatically retrieves founder profiles Tracks latest company updates Eliminates manual research efforts Intelligent Profile Processing: Extracts key professional information Filters most relevant details Prepares comprehensive founder insights AI-Powered Summarization: Generates professional email-ready summaries Crafts personalized outreach content Ensures high-quality communication Seamless Email Distribution: Sends automated founder digests Integrates with Gmail Enables rapid professional networking Key Benefits 🤖 Full Automation: Zero-touch founder research 💡 Smart Profiling: Intelligent founder insights 📊 Comprehensive Intelligence: Detailed professional summaries 🌐 Multi-Platform Synchronization: Seamless data flow Workflow Architecture 🔹 Stage 1: Founder Discovery Manual Trigger**: Workflow initiation CrunchBase API Integration**: Profile retrieval Intelligent Filtering**: Identifies key startup founders Prepares for detailed analysis 🔹 Stage 2: Profile Extraction Detailed Information Capture** Key Field Mapping** Structured Data Preparation** 🔹 Stage 3: AI Summarization OpenAI GPT Processing** Professional Summary Generation** Contextual Insight Creation** 🔹 Stage 4: Email Distribution Gmail Integration** Automated Outreach** Personalized Communication** Potential Use Cases Venture Capitalists**: Startup scouting Sales Teams**: Lead generation Recruitment Specialists**: Talent discovery Networking Professionals**: Strategic connections Startup Ecosystem Researchers**: Market intelligence Setup Requirements CrunchBase API API credentials Configured access permissions Founder tracking setup OpenAI API GPT model access Summarization configuration API key management Gmail Account Connected email Outreach email configuration Appropriate sending permissions n8n Installation Cloud or self-hosted instance Workflow configuration API credential management Future Enhancement Suggestions 🤖 Advanced founder scoring 📊 Multi-source intelligence gathering 🔔 Customizable alert mechanisms 🌐 Expanded networking platform integration 🧠 Machine learning insights generation Technical Considerations Implement robust error handling Use secure API authentication Maintain flexible data processing Ensure compliance with API usage guidelines Ethical Guidelines Respect professional privacy Maintain transparent outreach practices Ensure appropriate communication Provide opt-out mechanisms Hashtag Performance Boost 🚀 #StartupNetworking #FounderDiscovery #AIOutreach #ProfessionalNetworking #TechInnovation #BusinessIntelligence #AutomatedResearch #StartupScouting #ProfessionalGrowth #NetworkingTech Workflow Visualization [Manual Trigger] ⬇️ [Updated Profiles List] ⬇️ [Founder Profiles] ⬇️ [Extract Key Fields] ⬇️ [AI Summarization] ⬇️ [Send Email] Connect With Me Ready to revolutionize your professional networking? 📧 Email: Yaron@nofluff.online 🎥 YouTube: @YaronBeen 💼 LinkedIn: Yaron Been Transform your founder research with intelligent, automated workflows!

Workflow Overview This sophisticated n8n automation is a powerful LinkedIn engagement and networking tool designed to revolutionize professional social media interaction. By intelligently combining web scraping, AI, and automation technologies, this workflow: Discovers Relevant Content: Automatically scrapes LinkedIn posts Identifies target profiles and recent content Ensures consistent networking opportunities Generates Intelligent Interactions: Uses AI to craft contextual, professional comments Ensures human-like, valuable engagement Maintains professional tone and relevance Automates Engagement Process: Likes and comments on selected posts Increases visibility and connection potential Builds professional network systematically Comprehensive Activity Tracking: Logs all interactions in Google Sheets Provides transparent engagement history Enables performance analysis and optimization Key Benefits 🤖 Full Automation: Consistent daily networking 💡 AI-Powered Interactions: Intelligent, context-aware engagement 📊 Detailed Tracking: Comprehensive interaction logging 🌐 Professional Visibility: Strategic online presence management Workflow Architecture 🔹 Stage 1: Content Discovery Scheduled Trigger**: Daily post scanning Phantombuster Integration**: LinkedIn post scraping Targeted Profile Research**: Identifies recent posts Extracts critical post metadata 🔹 Stage 2: AI-Powered Interaction OpenAI GPT Model**: Generates contextual comments Intelligent Analysis**: Understands post content Crafts personalized responses Professional Tone Maintenance** 🔹 Stage 3: Engagement Automation Automated Liking**: Increases post visibility Intelligent Commenting**: Posts AI-generated comments Ensures meaningful interaction 🔹 Stage 4: Performance Logging Google Sheets Integration** Comprehensive Activity Tracking** Interaction History Preservation** Potential Use Cases Sales Professionals**: Lead generation and networking Marketers**: Increased brand visibility Recruiters**: Talent discovery and engagement Entrepreneurs**: Professional network expansion Content Creators**: Audience interaction and growth Setup Requirements Phantombuster Account API key Configured LinkedIn scraping agents Profile URL list OpenAI API GPT model access API key for comment generation Preferred language model Google Sheets Connected Google account Prepared tracking spreadsheet Appropriate sharing settings n8n Installation Cloud or self-hosted instance Workflow configuration API credential management Future Enhancement Suggestions 🤖 Advanced sentiment analysis 📊 Engagement performance metrics 🎯 Intelligent post targeting 🔍 Machine learning optimization 🌐 Multi-platform support Technical Considerations Implement robust error handling Use exponential backoff for API calls Maintain flexible engagement strategies Ensure compliance with platform guidelines Ethical Guidelines Respect professional networking etiquette Maintain genuine, value-adding interactions Avoid spammy or repetitive engagement Prioritize quality over quantity Connect With Me Ready to revolutionize your professional networking? 📧 Email: Yaron@nofluff.online 🎥 YouTube: @YaronBeen 💼 LinkedIn: Yaron Been Transform your LinkedIn strategy with intelligent, automated workflows! #LinkedInAutomation #AINetworking #ProfessionalGrowth #CareerStrategy #NetworkingTech #AIMarketing #ProfessionalDevelopment #SocialMediaStrategy #ContentEngagement #BusinessIntelligence

Scrape Competitor Reviews & Generate Ad Creatives with Bright data and OpenAI How the Flow Runs Fill the Form Enter the Amazon product URL to analyze competitor reviews. Trigger Bright Data Scraper Bright Data scrapes Amazon reviews based on the provided URL. Wait for Snapshot Completion Periodically checks Bright Data until the scraping is complete. Retrieve JSON Data Collects the scraped review data in JSON format. Save Reviews to Google Sheets Automatically appends the scraped reviews to your Google Sheets. Aggregate Reviews Consolidates all reviews into a single summary for simpler analysis. Analyze Reviews with OpenAI LLM Sends the aggregated reviews to OpenAI (GPT-4o mini) to summarize competitors’ main weaknesses clearly. Generate Creative Ad Image OpenAI generates a visually appealing 1080x1080 ad image addressing these identified pain points. Send Ad Creative via Gmail Automatically emails the creative and review summary to your media buying team for immediate use in Meta ads. What You Need Google Sheets:** Template Bright Data:** Dataset and API key: www.brightdata.com OpenAI API Key:** For GPT-4o mini or your preferred LLM Automation Tool:** Ensure it supports HTTP Requests, Wait, Conditional (If), Google Sheets integration, Form Trigger, OpenAI integration, and Gmail integration. Form Fields to Fill Amazon Product URL:** Enter the competitor’s product URL from Amazon. Setup Steps Copy the provided Google Sheet template. Import the JSON workflow into your automation tool. Update credentials for Bright Data, Google Sheets, Gmail, and OpenAI. Test manually by submitting the form and verifying functionality. Optional: Set a schedule for regular workflow execution. Bright Data Trigger Example [ { "url": "https://www.amazon.com/example-product" } ] Tips Frequently update URLs to ensure fresh insights. Allow more wait time for extensive data scrapes. Focus on targeted products to optimize cost-efficiency. Need Help? Email: Yaron@nofluff.online Resources: YouTube: https://www.youtube.com/@YaronBeen/videos LinkedIn: https://www.linkedin.com/in/yaronbeen/ Bright Data Documentation: https://docs.brightdata.com/introduction

This cutting-edge n8n automation is a powerful digital marketing tool designed to streamline the process of transforming Google Drive videos into Facebook advertising assets. By intelligently connecting cloud storage, video upload, and ad creation platforms, this workflow: Discovers Marketing Content: Automatically scans Google Drive Identifies video marketing materials Eliminates manual content searching Seamless Video Distribution: Downloads selected video files Uploads directly to Facebook Prepares videos for advertising Instant Ad Creative Generation: Creates Facebook ad creatives Leverages uploaded video content Accelerates marketing campaign setup Automated Platform Integration: Connects Google Drive and Facebook Reduces manual intervention Speeds up content deployment Key Benefits 🤖 Full Automation: Zero-touch video marketing 💡 Smart Content Management: Effortless video distribution 📊 Rapid Campaign Setup: Quick ad creative generation 🌐 Multi-Platform Synchronization: Seamless content flow Workflow Architecture 🔹 Stage 1: Content Discovery Manual Trigger**: Workflow initiation Google Drive Integration**: Video file scanning Intelligent File Selection**: Identifies MP4 video files Prepares for marketing use 🔹 Stage 2: Video Preparation Automatic Download** File Validation** Marketing-Ready Formatting** 🔹 Stage 3: Facebook Upload Direct Video Upload** Ad Account Integration** Seamless Platform Transfer** 🔹 Stage 4: Ad Creative Generation Automated Creative Setup** Video-Based Ad Creation** Instant Marketing Asset Preparation** Potential Use Cases Digital Marketing Teams**: Rapid content deployment Social Media Managers**: Streamlined ad creation Content Creators**: Efficient video marketing Small Business Owners**: Simplified advertising workflow Marketing Agencies**: Scalable content distribution Setup Requirements Google Drive Connected Google account Configured video folder Appropriate sharing settings Facebook Ads Ad account credentials Page ID configuration API access token n8n Installation Cloud or self-hosted instance Workflow configuration API credential management Future Enhancement Suggestions 🤖 AI-powered video selection 📊 Performance tracking integration 🔔 Campaign launch notifications 🌐 Multi-platform ad deployment 🧠 Intelligent content routing Technical Considerations Implement robust error handling Use secure API authentication Maintain flexible file processing Ensure compliance with platform guidelines Ethical Guidelines Respect copyright and usage rights Maintain transparent marketing practices Ensure appropriate content selection Provide clear advertising disclosures Hashtag Performance Boost 🚀 #MarketingAutomation #VideoAdvertising #FacebookAds #DigitalMarketing #ContentMarketing #AIMarketing #WorkflowAutomation #SocialMediaStrategy #AdTech #MarketingInnovation Workflow Visualization [Manual Trigger] ⬇️ [List Drive Videos] ⬇️ [Download Video] ⬇️ [Upload to Facebook] ⬇️ [Create Ad Creative] Connect With Me Ready to revolutionize your digital marketing? 📧 Email: Yaron@nofluff.online 🎥 YouTube: @YaronBeen 💼 LinkedIn: Yaron Been Transform your marketing workflow with intelligent, automated solutions!

🚀 Automated Startup Intelligence: CrunchBase Updates to Email Digest Workflow! Workflow Overview This cutting-edge n8n automation is a sophisticated startup intelligence tool designed to transform market research into actionable insights. By intelligently connecting CrunchBase, AI processing, and Gmail, this workflow: Discovers Startup Updates: Automatically retrieves latest company information Tracks recent organizational changes Eliminates manual market research efforts Intelligent Data Processing: Filters and extracts key company details Generates AI-powered summaries Ensures comprehensive market intelligence Smart Summarization: Uses AI to create readable company updates Transforms complex data into digestible insights Provides professional, context-rich summaries Seamless Email Distribution: Automatically sends daily update digests Delivers insights directly to your inbox Enables rapid market awareness Key Benefits 🤖 Full Automation: Zero-touch startup research 💡 Smart Filtering: Targeted company insights 📊 Comprehensive Tracking: Detailed market intelligence 🌐 Multi-Source Synchronization: Seamless data flow Workflow Architecture 🔹 Stage 1: Company Discovery Manual/Scheduled Trigger**: Market scanning CrunchBase API Integration** Intelligent Filtering**: Recent updates Specific time frames Key organizational information 🔹 Stage 2: Data Extraction Comprehensive Metadata Parsing** Key Information Retrieval** Structured Data Preparation** 🔹 Stage 3: AI Summarization OpenAI GPT Processing** Professional Summary Generation** Contextual Insight Creation** 🔹 Stage 4: Email Distribution Gmail Integration** Automated Update Digest** Personalized Delivery** Potential Use Cases Venture Capitalists**: Startup ecosystem tracking Market Researchers**: Industry trend analysis Startup Founders**: Competitive intelligence Business Strategists**: Market opportunity identification Investors**: Real-time company insights Setup Requirements CrunchBase API API credentials Configured access permissions Company update tracking setup OpenAI API GPT model access Summarization configuration API key management Gmail Account Connected email Digest email configuration Appropriate sending permissions n8n Installation Cloud or self-hosted instance Workflow configuration API credential management Future Enhancement Suggestions 🤖 Advanced company trend analysis 📊 Multi-source intelligence gathering 🔔 Customizable alert mechanisms 🌐 Expanded industry tracking 🧠 Machine learning insights generation Technical Considerations Implement robust error handling Use secure API authentication Maintain flexible data processing Ensure compliance with API usage guidelines Ethical Guidelines Respect business privacy Use data for legitimate research Maintain transparent information gathering Provide proper attribution Hashtag Performance Boost 🚀 #StartupIntelligence #MarketResearch #AIWorkflow #CompanyUpdates #BusinessIntelligence #TechInnovation #DataAutomation #StartupEcosystem #InvestorInsights #TrendTracking Workflow Visualization [Manual/Scheduled Trigger] ⬇️ [Fetch Crunchbase Updates] ⬇️ [Extract Company Details] ⬇️ [AI Summarization] ⬇️ [Send Email Digest] Connect With Me Ready to revolutionize your startup intelligence? 📧 Email: Yaron@nofluff.online 🎥 YouTube: @YaronBeen 💼 LinkedIn: Yaron Been Transform your market research with intelligent, automated workflows!

Workflow Overview This advanced n8n automation is a sophisticated content intelligence tool that transforms YouTube video discovery into a seamless, multi-platform content distribution system. By leveraging RSS, AI, and multiple communication platforms, this workflow: Discovers New Content: Monitors YouTube channels via RSS feed Captures new video uploads automatically Extracts critical video metadata Generates Intelligent Summaries: Leverages OpenAI's GPT models to analyze video descriptions Creates concise, engaging video summaries Ensures high-quality, contextually accurate content Collaborative Approval Process: Sends summaries to Slack for human review Allows team members to approve or reject content Maintains rigorous quality control Multi-Platform Distribution: Logs summaries in Google Sheets for internal tracking Posts approved summaries to Discord Extends content reach with minimal manual effort Key Benefits 🤖 Full Automation: From video upload to Discord post 💡 Smart Summarization: AI-powered content distillation 🔍 Human Oversight: Slack approval ensures quality 📊 Comprehensive Tracking: Google Sheets documentation 🌐 Multi-Platform Sharing: Seamless content distribution Workflow Architecture 🔹 Stage 1: Content Discovery RSS Trigger**: Monitors YouTube channel for new videos Metadata Extraction**: Parses video URLs and IDs YouTube API Integration**: Retrieves detailed video information 🔹 Stage 2: AI-Powered Summarization GPT Model**: Generates concise, relevant summaries Contextual Understanding**: Analyzes video descriptions Adaptive Summarization**: Handles various content types 🔹 Stage 3: Collaborative Approval Slack Notification**: Sends summary for human review Interactive Approval**: Team can approve or reject content Quality Control Mechanism**: Prevents inappropriate or low-quality posts 🔹 Stage 4: Multi-Platform Distribution Google Sheets Logging**: Maintains comprehensive content archive Discord Posting**: Shares approved summaries with wider audience Potential Use Cases Content Creators tracking channel performance Marketing teams automating content distribution Social media managers expanding online presence Community managers engaging across platforms Researchers monitoring specific YouTube channels Setup Requirements YouTube Data API Credentials Google Cloud API key Channel RSS feed URL OpenAI API Access OpenAI account API key for GPT model Preferred GPT model (GPT-4o, GPT-3.5) Slack Workspace Slack app with appropriate permissions Designated approval channel Discord Server Discord application credentials Target channel for posting summaries n8n Installation n8n platform (cloud or self-hosted) Import workflow configuration Configure API credentials Future Enhancements Multi-channel support Advanced filtering mechanisms Sentiment analysis integration Expanded platform distribution Customizable summarization parameters Technical Considerations Implement robust error handling Use exponential backoff for API calls Ensure secure credential management Maintain flexible parsing strategies Ethical Guidelines Respect content creator's intellectual property Provide proper attribution Ensure summaries add value Maintain transparency in content distribution Connect With Me Want to revolutionize your content workflow? 📧 Email: Yaron@nofluff.online 🎥 YouTube: @YaronBeen 💼 LinkedIn: Yaron Been Transform your content strategy with intelligent, automated workflows!

In Grist, when I mark a row as confirmed (via a toggle): a webhook is set up to notify n8n, and this workflow will create derived records in the destination table. Design decisions Confirmation-based In the source table there is a boolean column "Confirmed" that will trigger the transfer. This way there is a manual check involved & it's a conscious step to trigger the workflow. Runs once If the destination table already contains an entry, we will not re-create/update it (as it might've already been changed manually) Setup Create a boolean column Confirmed in source table Add a webhook in Grist Settings Add grist API credentials in n8n Set document ID & source table ID/Name in the 'get existing' node Set docID, the destination table ID/Name - and the columns & values you want in the Create Row node

Meet your AI-powered crypto data analyst—fully integrated with CoinMarketCap APIs. This workflow acts as the supervisor agent for a multi-agent architecture built in n8n, connecting three powerful sub-agents to extract real-time insights from centralized and decentralized markets. It’s the ultimate tool for crypto traders, analysts, developers, and researchers who need strategic multi-source intelligence—all through Telegram. This workflow requires 3 sub-agent templates to function correctly. See below. 🔌 Required Sub-Workflows (Install First) CoinMarketCap Crypto Agent Tool → Token prices, metadata, conversions, listings CoinMarketCap Exchange & Community Agent Tool → Exchange info, token holdings, Fear & Greed index CoinMarketCap DEXScan Agent Tool → DEX trading pairs, liquidity, OHLCV data Download all from my Creator Profile: https://n8n.io/creators/don-the-gem-dealer/ What Makes This Workflow Special? This is not just another API wrapper—it’s an intelligent routing agent powered by GPT-4o-mini, capable of: Understanding complex user queries Choosing the appropriate tool workflow Structuring the API request Executing sub-workflows Formatting the output Returning insights via Telegram It connects three domains of market data: Cryptocurrencies (CEX)** Exchanges & Sentiment** DEX trading data** 🔍 What You Can Do 💰 Token Intelligence Get token metadata, price, volume, supply Compare rankings and conversions 🏦 Exchange Insights View assets held by exchanges Track the CMC 100 Index and Fear & Greed Score 🌐 DEX Market Analysis Analyze pair quotes, historical OHLCV, live trades Discover the top DEXs by volume across blockchains ✅ Example Questions to Ask “What’s the market cap of Ethereum today?” “Show liquidity and volume for SOL/USDT on Solana” “Get token holdings for Binance” “Compare BTC price on Uniswap vs Binance” “What’s the Fear & Greed index right now?” 🛠️ Setup Instructions Create Telegram Bot Use @BotFather to get your bot token. Get CoinMarketCap API Key Apply here: https://coinmarketcap.com/api/ Install Sub-Agent Templates Required: Crypto Agent Tool Exchange & Community Tool DEXScan Tool Configure Credentials in n8n Add both Telegram and CoinMarketCap keys as HTTP Header Auth. Deploy & Test Ask your Telegram bot: “Top 10 tokens by 24h volume” or “Convert 5 ETH to USD” Workflow Architecture AI Brain**: GPT-4o-mini Memory**: Windowed buffer memory via sessionId Tool Agents**: toolWorkflow() → routes requests to the appropriate sub-agent Executes real-time API queries and returns structured output Included Sticky Notes System Overview** Error Handling Guide (200, 400, 401, 429, 500)** Step-by-Step Usage Instructions** Prompt Examples + API Docs** Legal & Licensing Notes** Your crypto insights—smarter, faster, and all in one Telegram message.