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🧠 Build AI agents with Think-Plan-Act architecture using Llama-4 reasoning

n8nn8n26 modulesv1.0
OpenAIHugging Face

A plug-and-play n8n workflow that adds LLM-powered reasoning, planning, and action to your automations — with prompts, schemas, and full agent logic included. Ever wish your n8n flows could think before they act? Now they can. Say hello to the ultimate agent-based upgrade: "Think → Plan → Act" – fully automated. Fully intelligent.⚡ 🧩 What Is This? This product is a ready-to-use AI-powered workflow template for n8n, featuring a smart “Thinking Agent” that: 🧠 Analyzes tasks 📋 Generates a step-by-s

At a glance

🧠 Build AI agents with Think-Plan-Act architecture using Llama-4 reasoning is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects OpenAI, Hugging Face. It's free to download. Follow the 5-step import below to go live in minutes.

Platform
n8n
Connects
OpenAI, Hugging Face
Modules
26
Price
Free
Version
v1.0
🧠 Build AI agents with Think-Plan-Act architecture using Llama-4 reasoning workflow diagram

About this workflow

A plug-and-play n8n workflow that adds LLM-powered reasoning, planning, and action to your automations — with prompts, schemas, and full agent logic included. Ever wish your n8n flows could think before they act? Now they can. Say hello to the ultimate agent-based upgrade: "Think → Plan → Act" – fully automated. Fully intelligent.⚡ 🧩 What Is This? This product is a ready-to-use AI-powered workflow template for n8n, featuring a smart “Thinking Agent” that: 🧠 Analyzes tasks 📋 Generates a step-by-step plan 🛠️ Executes actions intelligently 🧾 Returns structured JSON outputs for your next steps Inspired by the Hugging Face agent architecture, this template gives your automations a brain before they press the red button. 🔴✅ A clean 2-step process: THINK mode → Generates structured reasoning (goal, subgoals, tools, assumptions) ACT mode → Executes subgoals step-by-step using tools and AI. 🧬 What's Inside? This isn’t just a flow — it’s a framework. You get: 🔹 Modular Agent Loop 🔹 A demonstration workflow 📝 Requirements 🔹 OpenRouter API Key (or any other provider like OpenAI, groq...) 🔹 Built-in Parsers 🧾 Structured JSON parser for reliable outputs 🪄 Natural language and unstructured parsing fallback 🛠️ Plug in your own goals, tools, and OpenRouter keys 📦 Includes a demo (e.g., “get the weather”) to get started fast 💡 Why You'll Love It ✅ Plug & Play – Drop into any existing n8n flow ✅ Tool-Aware Reasoning – Plans include which tool to use and why ✅ Composable – Build workflows like agents: Reason → Plan → Execute ✅ Customizable by anyone – Even your intern can tweak the prompts ⚙️ Agent customization 🔹 Feel free to customize the agent settings by changing the Config node. Here's the default configuration: After updating the configuration file, you will see the AI reasoning for your input. Feel free to connect with any other node creating smart tasks!

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How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

Setup guide included

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  • JSON blueprint — instant download
  • Setup guide PDF included
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