⚡ 🐋🤖 DeepSeek AI agent + Telegram + LONG TERM memory 🧠

⚡ 33,921 views · ⚡ Personal Productivity

Description

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 Features

Telegram 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 Setup 🛠️

Telegram Webhook Configuration

1. 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.
2. Verify the webhook setup using:

   https://api.telegram.org/bot{my_bot_token}/getWebhookInfo

DeepSeek API Configuration

1. Base URL: https://api.deepseek.com
2. Obtain your API key from the DeepSeek platform.

Implementation Details 🔧

User 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.

🔗 Nodes Used

Webhook, Telegram, Google Docs, AI Agent, OpenAI Chat Model, Simple Memory

📥 Import

Download workflow.json and import into n8n: Workflow menu → Import from File

📖 Importing guide · 🔑 Credential setup