Agentic Tools
Agent Development
- Microsoft: 10 Lessons teaching everything you need to know to start building AI Agents
- Kaggle: 5-Day AI Agents Intensive Course with Google | Kaggle
- Google: Agent Development Kit
Top AI Agents Platforms
No code 與 Low code AI 應用開發平台
Self-Hosted
Cloud-Based
n8n
- https://n8n.io/
- Doc: https://docs.n8n.io/hosting/
- Automate Your Home Lab with n8n Workflow Automation and AI - Virtualization Howto
- 【n8n 中文教學】新手入門:介面功能說明、Webhook 和自動化工作流應用
- 「超詳細教學」n8n AI 實作0基礎入門到進階 — (AI Agent | LLM | RAG | Webhook| AI 自動生成研究報告) - YouTube
Community Nodes
PDF to Image
n8n Installation
On a laptop (small level)
- YOUR_TIMEZONE:
Asia/TaipeiorAmerica/ChicagoorAmerica/New_York
docker volume create n8n_data
docker run -it --rm \
--name n8n \
-p 5678:5678 \
-e GENERIC_TIMEZONE="<YOUR_TIMEZONE>" \
-e TZ="<YOUR_TIMEZONE>" \
-e N8N_ENFORCE_SETTINGS_FILE_PERMISSIONS=true \
-e N8N_RUNNERS_ENABLED=true \
-v n8n_data:/home/node/.n8n \
docker.n8n.io/n8nio/n8n
Quick Start Examples
Basic Data Access
{{ $json.fieldName }} // Get field from current item
{{ $('Node Name').item.json.field }} // Data from specific node
{{ $json.items?.[0] }} // Safe array access
Date Functions
{{ $now.format('YYYY-MM-DD') }} // 2024-01-15
{{ $now.plus({days: 7}) }} // 7 days from now
{{ $now.diff('2024-01-01', 'days') }} // Days between dates
String Manipulation
{{ $json.name.toLowerCase() }} // convert to lowercase
{{ $json.email.split('@')[0] }} // Username from email
{{ $json.text.slice(0, 50) }} // First 50 characters
Array Processing
{{ $json.items.length }} // Count array items
{{ $json.items.filter(item => item.active) }} // Filter items
{{ $json.items.map(item => item.name) }} // Extract field from all items
跨 Nodes 傳 binary 內容
- Analyze any Video, Image or PDF with Gemini and n8n (Step-by-Step) - YouTube (Gemini API - Http Request)
新增 Code node
return{
json: {},
binary: $('On Form submission').item.binary
}
Gmail Trigger
OCR
MCP
No Code Tools
Tool Calling
MoreAlternatives Agenticto AIOpenClaw
Potpie
Potpie is an open-source platform that creates AI agents specialized in your codebase, enabling automated code analysis, testing, and development tasks.
- https://potpie.ai/
- GitHub: https://github.com/potpie-ai/potpie
- I built an AI Agent that creates README file for your code - DEV Community
Hermes Agent
The self-improving AI agent built by Nous Research. It's the only agent with a built-in learning loop — it creates skills from experience, improves them during use, nudges itself to persist knowledge, searches its own past conversations, and builds a deepening model of who you are across sessions.
DeerFlow
DeerFlow (Deep Exploration and Efficient Research Flow) is an open-source super agent harness that orchestrates sub-agents, memory, and sandboxes to do almost anything — powered by extensible skills.