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 
 
 n8n 
 CrewAI 
 Dify 
 LangFlow - 例如基於 RAG 的 AI 整合應用 
 
 Cloud-Based 
 
 Coze 
 Zapier 
 Make 
 
 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 
 
 Install and manage community nodes | n8n Docs 
 
 PDF to Image 
 
 n8n-nodes-pdf2image 
 n8n-nodes-pdfconvert 
 
 n8n Installation 
 On a laptop (small level) 
 
 YOUR_TIMEZONE: Asia/Taipei or America/Chicago  or America/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 
 
 I Made an Email Auto-Responder to Conquer my Writer’s Block | by Nicolas CHOURROUT | Medium 
 
 MCP 
 
 Building AI Agents with Google ADK, FastAPI, and MCP - DEV Community 
 Awesome MCP Servers 
 
 No Code Tools 
 
 Airtable - 雲端資料庫
 
 【中文介紹】什麼是 Airtable？最強大的雲端資料庫教學和應用範例 
 
 
 CodeGraph - 將本地程式專案轉成 AI 看得懂的知識圖譜 
 GitNexus - 將 GitHub 專案轉成知識圖譜 
 
 Tool Calling 
 
 Mastering LLM Tool Calling: The Complete Framework for Connecting Models to the Real World - MachineLearningMastery.com 
 
 Alternatives to OpenClaw 
 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.  
 
 https://github.com/nousresearch/hermes-agent   
 
 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. 
 
 https://github.com/bytedance/deer-flow