Overview
This workflow automates multi-department customer support on Telegram, leveraging AI-powered responses and document retrieval. It integrates Telegram bots, Pinecone vector search, and Google Drive to deliver fast, accurate support across billing, technical, and policy queries.
Key Features
- Telegram Integration: Handles user queries via slash commands, routing them to the correct department (billing, technical, return policy).
- AI-Powered Responses: Utilizes Cohere embeddings and Pinecone vector store for semantic search and context-aware answers.
- Document Management: Automatically triggers on new Google Drive files, processes documents, and updates the knowledge base.
- Dynamic Routing: Uses switch nodes to direct queries to specialized response flows.
Benefits
- Faster Response Times: Automates support, reducing manual workload and improving customer satisfaction.
- Consistent Answers: Ensures accurate, up-to-date information by integrating with live document sources.
- Scalable Support: Handles multiple departments and high query volumes efficiently.
Use Cases
- Customer support for e-commerce or SaaS platforms
- Internal IT or HR helpdesk automation
- Multi-topic information bots for organizations
Integrations
- Telegram for real-time communication
- Pinecone for vector-based semantic search
- Google Drive for document storage and triggers
- Cohere for AI embeddings
