Portfolio Project

Customer support Agent with RAG

Automate customer support with AI-powered email classification and response generation

Customer support Agent with RAG
By Published

Challenge

Manual customer support processes can be time-consuming and inconsistent.

Solution

Implement an AI-powered customer support agent using RAG systems and vector databases.

Implementation

Leverage n8n, OpenAI, and Supabase to classify emails, generate accurate answers, and create personalized email templates.

Outcomes

  • Automatic email classification
  • Accurate answers
  • AI-generated email templates
  • Faster and consistent customer support

Demo videos

Additional details

Challenge

Manual customer support processes can be time-consuming and inconsistent.

Solution

Implement an AI-powered customer support agent using RAG systems and vector databases.

Implementation

Leverage n8n, OpenAI, and Supabase to classify emails, generate accurate answers, and create personalized email templates.

Outcomes

  • Automatic email classification
  • Accurate answers
  • AI-generated email templates
  • Faster and consistent customer support

Industry

AI Automation

Stack

n8n, OpenAI, RAG, Supabase, Email Integration, Gmail Trigger

Outcomes

Automatic email classification, Accurate answers, AI-generated email templates, Faster, consistent customer support

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