Build a retrieval-based chatbot with Telegram, OpenAI and Google Drive PDF backup
Transform your static PDF documents into an interactive AI assistant accessible via Telegram. This workflow uses OpenAI to index your knowledge base and provides a seamless backup system by automatically syncing all uploaded files to Google Drive. It is a powerful tool for anyone needing instant, context-aware answers from their own private data.
Start BuildingWhat This Recipe Does
The Telegram RAG Chatbot automation transforms your static business documents into an interactive AI knowledge base accessible directly through Telegram. By leveraging Retrieval-Augmented Generation (RAG), this tool allows your team or customers to query PDF documents and receive accurate, context-aware answers instantly. This eliminates the need for manual document searching and ensures that critical information is always available on demand. Beyond simple communication, the system includes an automated backup feature that syncs files to Google Drive, ensuring your knowledge base is securely archived and organized. This automation is particularly valuable for businesses looking to scale their support capabilities or internal knowledge sharing without increasing headcount. It bridges the gap between complex data storage and user-friendly communication, providing a seamless interface for information retrieval while maintaining a reliable digital audit trail of all documents processed.
What You'll Get
Forms, dashboards, and UI components ready to use
Background automations that run on your schedule
REST APIs for external integrations
Telegram, 123FormBuilder, Google Drive configured and ready
How It Works
- 1
Click "Start Building" and connect your accounts
Runwork will guide you through connecting Telegram and 123FormBuilder
- 2
Describe any customizations you need
The AI will adapt the recipe to your specific requirements
- 3
Preview, test, and deploy
Your app is ready to use in minutes, not weeks
Who Uses This
- Customer support teams use this to provide instant answers to technical product manuals via Telegram.
- Sales professionals use this to quickly query complex pricing sheets and contract terms while on the go.
- HR departments use this to create an automated assistant that answers employee questions about company policy handbooks.
Frequently Asked Questions
What types of documents can this chatbot read?
The system is optimized for PDF documents, allowing it to process manuals, reports, and policy guides effectively.
Do I need to manually upload files to Google Drive?
No, the automation handles the backup process automatically, ensuring any document processed by the bot is saved to your designated Google Drive folder.
Can I control who has access to the chatbot?
Yes, because it operates through Telegram, you can manage access through your bot settings or by restricting the bot to specific Telegram groups.
How accurate are the AI responses?
The chatbot uses Retrieval-Augmented Generation (RAG), which means it only answers based on the specific content of your uploaded PDFs, significantly reducing the risk of incorrect information.
Importing from n8n?
This recipe uses nodes like Langchain.embeddingsOpenAi, Langchain.documentDefaultDataLoader, Langchain.vectorStoreInMemory, Langchain.lmChatOpenAi and 8 more. With Runwork, you don't need to learn n8n's workflow syntax—just describe what you want in plain English.
Based on n8n community workflow. View original
Ready to build this?
Start with this recipe and customize it to your needs.
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