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Intermediate
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Create a Session-Based Telegram Chatbot with GPT-4o-mini and Google Sheets

This n8n workflow enables you to build a session-based Telegram chatbot powered by GPT-4o-mini and integrated with Google Sheets. It allows users to start new conversations, check active sessions, and resume past interactions seamlessly. The workflow leverages LangChain for AI-driven responses, session management, and summarization, while Google Sheets stores conversation data for easy tracking. With Telegram as the communication platform, this solution is ideal for businesses seeking to automate customer support, manage user interactions, or provide personalized AI-driven assistance. It’s a powerful, scalable tool for enhancing productivity and improving user engagement through intelligent, context-aware chatbots.

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Shared by the n8n community. Curated and enhanced by Nightshade AI.

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Workflow Visualization
6 Nodes

Node Types

Triggers
AI/LLM
Database
HTTP/API
Communication
Conditions
Workflow Overview

Purpose

This workflow template is designed to empower businesses and developers to build a sophisticated, session-based Telegram chatbot powered by GPT-4o-mini, seamlessly integrated with Google Sheets for data management. It solves the critical challenge of maintaining context and continuity in customer interactions, enabling users to start new conversations, check active sessions, and resume past interactions with ease. Ideal for customer support teams, e-commerce platforms, or any business leveraging Telegram for engagement, this workflow ensures personalized, intelligent responses while storing session data for future reference. By automating these interactions, it reduces manual effort, enhances customer satisfaction, and provides a scalable solution for managing dynamic, context-aware conversations.

Workflow Components
Lm Chat Open Ai
Memory Buffer Window
Telegram Trigger
Switch
Google Sheets
Telegram
Sticky Note
Chain Summarization
Chain Llm
Set

+3 more components

Benefits
• Time Savings: Automate customer interactions with a GPT-4o-mini-powered chatbot, reducing response times from minutes to milliseconds. Free up your team to focus on high-value tasks by handling repetitive inquiries automatically.
• Efficiency: Streamline session management with features like starting new conversations, checking current sessions, and resuming past interactions, ensuring seamless and personalized user experiences.
• Scalability: Easily handle growing user demands without additional manpower. The workflow integrates with Google Sheets for session tracking, making it simple to manage and analyze large volumes of interactions.
• Reliability: Ensure consistent and accurate responses with AI-powered automation, minimizing human error and enhancing customer satisfaction.
• Cost Benefits: Reduce operational costs by automating customer support and eliminating the need for additional staff or expensive chatbot platforms.
• Business Value: Enhance customer engagement with a personalized, AI-driven chatbot that adapts to user needs, driving higher retention and satisfaction rates.
• Flexibility: Customize the chatbot to align with your brand’s tone and specific use cases, ensuring it meets your unique business requirements.
• Data Insights: Leverage Google Sheets integration to track and analyze chatbot interactions, gaining actionable insights to improve your customer service strategy.
• Innovation: Stay ahead of the curve by integrating cutting-edge AI technology into your communication workflows, positioning your business as a leader in customer experience.
Summary

This workflow builds a session-based Telegram chatbot powered by GPT-4o-mini and Google Sheets, enabling users to start, check, and resume conversations seamlessly. It offers personalized interactions with session management, making it ideal for dynamic and context-aware communication. Dive in to create a smarter, more engaging chatbot experience!

Workflow Details
Status:Published
Type:n8n
Nodes:8
Setup time:96 min

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