{"product_id":"it-support-ai-chatbot-n8n-workflow-google-drive-pinecone","title":"IT Support AI Chatbot n8n Workflow: Google Drive + Pinecone","description":"\u003ch3\u003eTurn your IT support docs into an instant AI helpdesk—automatically\u003c\/h3\u003e\n\u003cp\u003eThis \u003cstrong\u003eIT Support AI Chatbot n8n Workflow\u003c\/strong\u003e uses \u003cstrong\u003eGoogle Drive\u003c\/strong\u003e and \u003cstrong\u003ePinecone\u003c\/strong\u003e to convert static support documents into an \u003cstrong\u003einteractive, searchable knowledge base\u003c\/strong\u003e. When employees ask questions, your chatbot retrieves the most relevant document sections and responds with \u003cstrong\u003econtext-aware answers\u003c\/strong\u003e using a Chat AI agent (Google Gemini \/ OpenRouter).\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eIngests and indexes new documents\u003c\/strong\u003e: A \u003cstrong\u003eGoogle Drive Trigger\u003c\/strong\u003e watches a specified folder for new uploads (e.g., updated support articles, guides, or internal docs).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDownloads and extracts text\u003c\/strong\u003e: New files are automatically downloaded and their text content is extracted for processing.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCleans and splits content\u003c\/strong\u003e: A \u003cstrong\u003eCode\u003c\/strong\u003e node removes line breaks, trims extra spaces, and strips special characters, then uses a text splitter to divide the content into manageable chunks.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eEmbeds and stores for fast search\u003c\/strong\u003e: The workflow generates \u003cstrong\u003etext embeddings\u003c\/strong\u003e using \u003cstrong\u003eGoogle Gemini\u003c\/strong\u003e and stores them in a \u003cstrong\u003ePinecone vector store\u003c\/strong\u003e to enable similarity-based retrieval.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAnswers employee questions in real time\u003c\/strong\u003e: A separate \u003cstrong\u003echat workflow\u003c\/strong\u003e starts when a user submits a query, performs \u003cstrong\u003evector search\u003c\/strong\u003e in Pinecone, and retrieves top matching document segments.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eBuilds a detailed prompt and generates the response\u003c\/strong\u003e: A \u003cstrong\u003eCode\u003c\/strong\u003e node combines retrieved snippets with the employee’s question into a prompt, then the AI agent returns a context-aware answer.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eResolve common IT requests (password resets, access issues, device setup) by searching your latest support documentation.\u003c\/li\u003e\n  \u003cli\u003eKeep answers up to date automatically when new files are uploaded to Google Drive.\u003c\/li\u003e\n  \u003cli\u003eReduce support ticket volume by providing instant, documentation-backed responses to internal staff.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eIntegrations\u003c\/strong\u003e: Google Drive, Pinecone\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAI components\u003c\/strong\u003e: Embeddings via Google Gemini; Chat AI agent via Google Gemini \/ OpenRouter\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003en8n nodes used\u003c\/strong\u003e: \u003ccode\u003egoogle drive trigger\u003c\/code\u003e, \u003ccode\u003eextract from file\u003c\/code\u003e, \u003ccode\u003ecode\u003c\/code\u003e, \u003ccode\u003en8n-nodes-langchainagent\u003c\/code\u003e, \u003ccode\u003en8n-nodes-langchainchat trigger\u003c\/code\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45732306288819,"sku":"N8N-3192","price":26.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/EH1zfKIgxMMARa3omw86z_EQcHhSkt.png?v=1785143430","url":"https:\/\/buyflowscripts.com\/products\/it-support-ai-chatbot-n8n-workflow-google-drive-pinecone","provider":"N8N Commerce","version":"1.0","type":"link"}