Context-Aware Slack Assistant with Google Sheets, Pinecone & GPT-4o
Transforms Slack bot into intelligent assistant using Google Sheets, Pinecone, and GPT-4o for personalized, context-aware responses based on user history.
This n8n workflow creates a sophisticated Slack bot that listens for mentions, fetches user profiles via Slack API, and retrieves historical data from Google Sheets and Pinecone. GPT-4o then analyzes past interactions, status reports, and context to generate tailored responses, ensuring relevance and personalization.
Key benefits include time-saving automation for teams, enhanced productivity through data-driven insights, and seamless integration of organizational knowledge into chat responses. It includes auto-fix for schema validation and optional logging of new interactions back to Pinecone, making it scalable and reliable.
Ideal use cases: team support bots in project management, customer service with historical context, HR assistants referencing employee data, or sales teams pulling client interaction history. Perfect for organizations leveraging Slack for collaboration with AI augmentation.
Required integrations: Slack (channels:history, app_mentions:read, users.profile:read), Google Sheets OAuth, Pinecone, and OpenAI GPT-4o.
New buyers can create an account from the cart to unlock a controlled $10 first-purchase credit on eligible orders of $25+.
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How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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