New RAG

New knowledge platform, replacing the existing RAG implementation, redesigned with Agent as the core.

HITL IM Channel Integration

Extend HITL approval capabilities to mainstream enterprise IM platforms (Microsoft Teams, Slack, DingTalk, Lark, etc.), enabling approvers to complete tasks without switching tools.

Subgraph expansion ability

Supports inlining and expanding "Workflow as Tool" subgraphs directly within the canvas, enhancing visualization and debugging capabilities.

Dify App Builder

Consolidate natural language workflow building, modification, and trial-run error diagnosis into a unified AI assistant on the Orchestration page: business users build and modify simple workflows via natural language, IT personnel generate node scaffolding for fine-tuning, and receive AI-powered diagnosis when trial runs fail—getting the workflow built and running smoothly.

Access Token

Introduce workspace-level access tokens that give automated tasks and external systems scoped access to selected Dify apps, App Runner deployments, and knowledge bases.

RAG 2.0: pipeline orchestration

RBAC

Supports role- and resource-granular permission control within the workspace.

MCP in dify

Role management

human in the loop

Hey everyone! We are considering designing this function in the workflow. This function can increase human participation in the automated process, thus making the process more controllable. I would like to hear everyone's opinions. If you have some user stories or other links to share, that would be great👀

File upload and transfer between nodes

Elif, Loop, doc extractor node

Custom branding & UI

workflow async execute

Skill Management

Extract business SOPs from agent prompts into centrally managed, versioned resources that any Agent can reuse. Edit once, apply everywhere.