Content: 00708.zip (27.60 KB)
Uploaded: 22.12.2025

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$18.91
This automation template enables efficient AI-driven customer support in Telegram. The bot routes users to the right department (billing, tech support, returns), answers queries based on up-to-date documents, and maintains conversation context. Knowledge base updates automatically when new PDFs are added to Google Drive — ideal for SaaS and service-based businesses.

## Who it´s for
- Owners of Telegram bots seeking automated customer support
- Companies with technical support, billing, and return policy teams
- SaaS products using Telegram as a communication channel
- Admins who want to dynamically update knowledge bases via Google Drive

## What the automation does
- On receiving /start or department commands (/billing, /ReturnPolicy, /TechSupport), the bot activates user session in PostgreSQL
- When a PDF is added to specific Google Drive folders, it triggers text extraction, chunking, and embedding via Cohere
- Embeddings are stored in Pinecone under dedicated namespaces (e.g., ´billing´, ´return policy´)
- For user queries, the LangChain agent retrieves relevant context from the correct vector store and generates accurate responses
- Session ends and state resets upon /end command

## What´s included
- Ready-to-use n8n workflow
- Trigger logic: Telegram message, Google Drive file creation, cron schedule
- Integrations with Telegram, Google Drive, Pinecone, Cohere, PostgreSQL, and OpenRouter
- Basic setup and adaptation guide

## Requirements for setup
- n8n instance with external API access
- Telegram Bot account and token
- Google Drive access with read and folder monitoring permissions
- Pinecone account and API keys
- Cohere account for embeddings
- Configured PostgreSQL database
- OpenRouter API key for LLM access

## Benefits and outcomes
- Reduces workload on human agents by automating common inquiries
- Ensures response accuracy using document-grounded AI
- Automatically updates knowledge base without manual input
- Scalable: one bot handles multiple users simultaneously
- Maintains dialogue context across messages
- Department-specific routing without duplicating workflows

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via в чате.
Telegram support bot
AI customer support
department routing
dynamic knowledge base
Google Drive integration
PDF document processing
vector database Pinecone
LangChain agent
Cohere embeddings
document-based responses
n8n workflow automation
PostgreSQL session storage
context-aware chatbot
automated ticket routing
real-time knowledge update
AI-powered support
Telegram bot with memory
OpenRouter integration
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