Contributed by Sabrina Ramonov 🍄. From the community directory at agents.sabrina.dev, republished with permission and full credit.
This n8n workflow template is designed to integrate a DeepSeek AI agent with Telegram, incorporating long-term memory capabilities for personalized and context-aware responses. Here's a detailed breakdown:
Core FeaturesTelegram Integration
Uses a webhook to receive messages from Telegram users.
Validates user identity and message content before processing.
AI-Powered Responses
Employs DeepSeek's AI models for conversational interactions.
Includes memory capabilities to personalize responses based on past interactions.
Error Handling
Sends an error message if the input cannot be processed.
Model Options
- DeepSeek-V3 Chat: Handles general conversational tasks.
- DeepSeek-R1 Reasoning: Provides advanced reasoning capabilities for complex queries.
- Memory Buffer Window: Maintains session context for ongoing conversations.
Quick SetupTelegram Webhook Configuration
Set up a webhook using the Telegram Bot API:https://api.telegram.org/bot{my_bot_token}/setWebhook?url={url_to_send_updates_to}
Replace {my_bot_token} with your bot's token and {url_to_send_updates_to} with your n8n webhook URL.
Verify the webhook setup using:https://api.telegram.org/bot{my_bot_token}/getWebhookInfoDeepSeek API Configuration
Base URL: https://api.deepseek.com
Obtain your API key from the DeepSeek platform.
Implementation DetailsUser Validation
The workflow validates the user's first name, last name, and ID using data from incoming Telegram messages.
Only authorized users proceed to the next steps.
Message Routing
Routes messages based on their type (text, audio, or image) using a switch node.
Ensures appropriate handling for each message format.
AI Agent Interaction
Processes text input using DeepSeek-V3 or DeepSeek-R1 models.
Customizable system prompts define the AI's behavior and rules, ensuring user-centric and context-aware responses.
Memory Management
Retrieves long-term memories stored in Google Docs to enhance personalization.
Saves new memories based on user interactions, ensuring continuity across sessions.
Tools used: DeepSeek, Telegram
Download the workflow template (JSON)
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