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Dify AI Workflow Automation Service

ZedIoT helps you build and deploy Dify AI workflows — intelligent GPT agents, RAG chatbots, and private-hosted automation built for scale.

What Is Dify AI Workflow Automation?

  • Build AI workflows with no-code or low-code tools
  • Native support for OpenAI, LangChain, and HuggingFace
  • Agent orchestration, prompt management, and vector store integration
what-is-dify

What We Offer

ZedIoT helps you unlock the full potential of Dify by designing and deploying end-to-end AI workflows tailored to your business needs. From GPT-powered agents to RAG-enabled search and backend automation, we build scalable, intelligent solutions on top of Dify’s open-source framework.

Custom Workflow Design

Build AI assistants with structured prompts, multi-turn memory, and external API logic — all inside a Dify agent workflow.

AI-Powered Workflow Automation

We create intelligent, event-driven workflows that combine GPT, plugins, data flows, and decision logic across your business.

RAG & Vector DB Integration

Turn your internal knowledge base into a conversational agent using FAISS, Milvus, Weaviate, or custom vector stores.

Private Hosting & DevOps

Run Dify securely on Docker or Kubernetes with your own LLM endpoints, observability, and CI/CD pipelines.

Agents vs Workflows: What’s the Difference in Dify?

Feature
Agent
Workflow
Trigger Style

Chat/Prompt

Event-driven

Use Case

AI assistant, chatbot

Automation pipeline

Flexibility

High (dynamic thinking)

Medium (defined steps)

Track and Monitor Your AI Workflows

Gain full visibility into your AI workflows with real-time logs and smart monitoring tools in Dify.

Real-Time Execution DeLogs

Dify records every run with step-by-step logs, input/output data, error traces, and latency — all in a clean timeline view.

Variable Inspection & Debugging

Inspect any variable or node to trace logic, understand LLM decisions, and verify external API responses.

Workflow Status Dashboard

Track each run as Success, Failure, or Aborted, with filters and trends to quickly spot and fix issues.

Insights and Optimization(Optional)

For deeper insight, connect Langfuse to analyze prompt quality, token usage, and LLM performance metrics.

Real Use Cases We Delivered

AI Financial Assistant Development

ChatGPT Integration for AI Assistant

A modular design ensures seamless development and maintenance. Accessible via WeChat Mini Program, users can ask questions, view AI market analysis, explore trending topics, or chat casually.

AI Tour Guide Voice Robot Development

AI Hardware Product R&D for Hotel Services

AI guide robot enhances smart building management with seamless navigation, real-time path planning, and interactive visitor experiences, setting a new standard for automated building systems.

Why Choose ZedIoT for Dify Projects

Proven Expertise

Over 10 years of experience, serving 3,00+ clients across 20+ industries.

Comprehensive Support

End-to-end AI automation design: frontend agent to backend workflow

Seamless Integration

Smooth integration of AI technologies into existing systems, improving operational efficiency.

Dedicated Support

Enterprise-grade deployment support (cloud or on-prem)

Helping Industries Grow with the Power of Digital Transformation

For any digital or smart management needs, click the button to connect with our experts within 24 hours.

Frequently Asked Questions about Dify Workflow Automation


What is a Dify AI workflow?

It’s a combination of GPT agent logic, task execution steps, and optional RAG components — built inside Dify’s open-source platform.

Can I build multi-step workflows with Dify?

Yes — using agents and workflow triggers, we can help you design complex AI flows that handle memory, APIs, and knowledge retrieval.

Can Dify be deployed privately?

Absolutely. We support Docker/K8s deployment with monitoring, custom LLM endpoints, and data isolation.

How does Dify compare to tools like n8n or Langflow?

Dify focuses on AI-driven conversations and prompt logic. n8n is better for backend process flows. We help you pick and connect both.

Can I combine Dify with other tools like n8n?

Absolutely. Many teams use Dify for agent design and GPT orchestration, while using n8n to handle backend workflows, API logic, or event automation.


→ Learn more about our n8n AI automation services »

What’s the difference between an Agent and a Workflow in Dify?

In Dify, an Agent is designed for interactive, prompt-based tasks — like answering questions or acting as a chatbot — powered by an LLM. A Workflow, on the other hand, is a sequence of automated steps that execute when triggered by an event, API, or manual start.

Use an Agent for thinking, and a Workflow for doing.

Can I track and monitor workflow executions in Dify?

Yes. Dify provides built-in execution logs, variable tracking, and workflow monitoring dashboards. You can inspect past runs, debug failures, and track workflow success rates in real time.

Does Dify support building AI automation platforms?

Absolutely. Dify is purpose-built for creating AI-first automation systems. You can combine prompts, LangChain agents, API nodes, and vector stores into powerful workflows or callable APIs.

Ready to build your own Dify AI Workflow?

ZedIoT helps teams design and launch intelligent, agent-based automation using Dify — fast and securely.

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