Smart Customer Support System with GPT-4o, Gmail, Slack & Drive Knowledge Base'
Workflow preview
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Important notice
This workflow is provided as-is. Please review and test before using in production.
Overview
The AI Support Agent combines Gmail, Slack, and Google Drive into a seamless support workflow powered by GPT-4o and Pinecone.
π§ Email Monitoring β New support emails are pulled from Gmail every minute. π€ Classification β AI categorizes emails (e.g., billing, support, spam, urgent). π Knowledge-Based Replies β GPT-4o drafts personalized replies using your support documents synced from Google Drive and stored in Pinecone.
π© Automatic Response β The agent replies to the customer in the same Gmail thread. π¨ Escalation Detection β If human support is needed, Slack is notified instantly. π Logging β Each interaction is logged in Google Sheets for tracking and analysis. π Live Sync β Any document added to your Google Drive folder is auto-loaded into the knowledge base for future AI responses. π οΈ Quick Setup Steps π οΈ Quick Setup Checklist
β± Time to Deploy: ~10β15 minutes π 1. Connect Integrations β Gmail (OAuth2) β Google Drive (OAuth2) β Google Sheets (OAuth2) β OpenAI API Key β Pinecone API Key β Slack Webhook (for alerts)
ποΈ 2. Update Workflow IDs Replace the sample IDs in your nodes:
π Google Drive Folder ID β Where your KB lives π Google Sheet ID β Where interactions are logged π¨ Slack Webhook URL β Where urgent alerts go π Pinecone Index β Your vector storage index
π¨ 3. Customize Prompt & Tone Go to π§ βResponse Agentβ Node Update the System Prompt to reflect your brandβs tone: e.g. βWeβre always here to help, and we reply fast.β
π 4. Upload Your Docs Add .pdf, .txt, or .docx files to your synced Google Drive folder. The agent will auto-read and embed them into Pinecone for AI-powered replies.
βΆοΈ 5. Run & Test Send a test email from another account β Watch the reply come through Gmail β Check Slack for urgent alert β Confirm logging in Google Sheets β Done!