Intelligent AI Assistant: Groq-Powered Agent with Memory and Advanced Tools
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Unleash a personalized AI assistant designed for critical thinking, real-time factual lookup, and complex calculations. This n8n workflow constructs a powerful agent, leveraging Groq for speed and maintaining conversational memory to deliver contextual and accurate responses.
About This Workflow
Transform how you interact with AI using this n8n workflow to build a sophisticated AI agent. Acting as your intelligent personal assistant, it's equipped to help you think critically, access verified external knowledge via SerpAPI, and solve numerical problems accurately with a dedicated calculator tool. Powered by the high-speed Groq language model, this agent also features a simple memory buffer, ensuring it remembers previous interactions for a fluid and context-aware conversation. Customize its system message to define its role and instructions, making it a truly versatile and reliable digital companion for any task.
Key Features
- Conversational Memory: The agent remembers previous interactions (up to 5 turns), enabling more natural and context-rich dialogues.
- Advanced Tool Integration: Equipped with a 'Think' tool for step-by-step reasoning, 'SerpAPI' for real-time web searches, and a 'Calculator' for precise mathematical computations.
- Customizable AI Persona: Easily define your agent's role, goals, and communication style through its detailed system message.
- High-Speed Processing with Groq: Utilizes the Groq chat model for rapid inference and quick, efficient responses.
- No-Code AI Agent Creation: Build and deploy a powerful, multi-functional AI assistant without writing a single line of code.
How To Use
- Import the Workflow: Download and import the provided JSON snippet into your n8n instance.
- Configure Credentials: Set up your Groq API credentials for the
Groq Chat Modelnode and your SerpAPI credentials for theSerpAPItool node. - Activate the Trigger: Ensure the
When chat message receivednode is active and note its webhook URL. - Interact with Your Agent: Send messages to the webhook URL of the
When chat message receivednode to start conversing with your intelligent AI assistant. - Customize Persona (Optional): Modify the
systemMessageparameter within theAI Agentnode to fine-tune its behavior, personality, or specific instructions.
Apps Used
Workflow JSON
{
"id": "79f7c931-efc8-4f2e-b885-4ea5a28f79e3",
"name": "Intelligent AI Assistant: Groq-Powered Agent with Memory and Advanced Tools",
"nodes": 8,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 79f7c931-efc8...
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