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New Features Agent: E2B Sandbox, Home Snapshots, and Skill Management E2B sandbox backend: agent shell/code execution can now run on E2B cloud sandboxes in addition to the local sandbox. Select the backend with DIFY_AGENT_RUNTIME_BACKEND; a

New Features Tool Multi-Select Input Workflow tool nodes now support multi-select dropdown inputs, allowing users to choose multiple values from a predefined list when configuring tool parameters. (#39346) Workflow Node Locator You can now

Introducing Dify Agent (Beta): A New Agent Experience in Dify [!WARNING] You should provide Dify Agent services ⚠️only to trusted, non-malicious users⚠️. As many of you know, the shell-based LLM agent paradigm has brought a major leap in ag

Dify 1.15.0 Release Note What's Changed UX & UI Enhancements Redesigned landing / onboarding for an easier first-run experience (#37433, #37844, #37800) Faster navigation — improved "go to anything" palette and autofocused search inputs (#3

🚀 What's New in v1.14.2? v1.14.2 is a patch release focused on security hardening, workflow and knowledge reliability, observability fixes, agent groundwork, and deployment/runtime tuning after v1.14.1. 🔐 Security and administration Tenan

🚀 What's New in v1.14.1? v1.14.1 is a patch release focused on security hardening, workflow and knowledge-base stability, deployment cleanup, and continued UI platform migration after v1.14.0. 🔐 Security Self-hosted SECRET_KEY hardening —

🚀 What's New in v1.14.0? Collaboration Collaboration allows workspace members to edit the same workflow together, with synced graph updates, online presence, and shared visibility into who is working where. On self-hosted deployments, coll

🚀 What's New in v1.13.3? Our latest patch release, v1.13.3, focuses on stability and correctness across workflow execution, streaming, and knowledge retrieval. Here's a quick look at the most important updates: 🎬 New Features Workflow Con

This patch release fixes several critical regressions and stability issues introduced in v1.13.1, including: a severe regression in prompt message transformation that caused multiple LLM-plugin invocation failures across LLM-related nodes,

🚀 Major Functional Changes Data platform and dataset operations Added Hologres as a supported backend option for both vector retrieval and full-text search. Added Service API endpoints for dataset document downloads: Batch ZIP download for

🚀 New Features Human-in-the-Loop (HITL) We are introducing the Human Input node, a major update that transforms how AI and humans collaborate within Dify workflows. Background Previously, workflows were binary: either fully automated or fu

fix(docker): persist IRIS data across container recreation using Durable %SYS by @TomoOkuyama in https://github.com/langgenius/dify/pull/31899 fix(docker): improve IRIS data persistence with proper Durable %SYS by @TomoOkuyama in https://gi

🚀 New Features: Summary Index We are introducing Summary Index, a powerful enhancement to our knowledge base retrieval system that significantly improves search accuracy by generating AI-powered summaries for document chunks. Background Tr

🔒 Security Dify now requires Node.js 24.13.0 to pick up the upstream fix for the AsyncLocalStorage/async_hooks DoS CVE that can crash apps with deeply nested input. All self-hosted deployments should upgrade Node.js. Thanks to @hyoban in #

🚀 What's New in v1.11.3? Our latest release, v1.11.3, brings to you a slew of bug fixes and features focused on performance, functionality, and user experience. Here's a look at what's changed: 🎬 New Features MCP Tool Enhancements: Added

🌟 What’s New in v1.11.2 🌟 Welcome to version 1.11.2! This release sees a significant number of improvements, especially around testing, fixes, and new integrations to enhance the robustness and flexibility of the platform. Here's the lowd

[!IMPORTANT] This version contains very important security updates, and we recommend that all users upgrade to this version as soon as possible. This release is all about tightening up security, boosting performance, and squashing those pes

🧠 Multimodal Knowledge Base Dify can now understand both text and images in your knowledge base. Before, embeddings only cared about words. But real docs? They’re full of screenshots, diagrams, memes (don’t lie), and markdown with embedded

[!IMPORTANT] For users who upgraded to version 1.10.1-fix.1 before 2025-12-09 03:00:00 UTC, please verify your docker compose configuration to ensure the web service is using the correct image version langgenius/dify-web:1.10.1-fix.1. This

🎉 Major new capabilities, critical stability fixes 🧩 And the long-awaited MySQL support finally arrives! 🚀 New Features Infrastructure & DevOps MySQL adaptation (PostgreSQL / MySQL / OceanBase now fully supported) Thanks @longbingljw fro

Introduce Trigger Functionality A trigger is a type of Start node that allows your workflow to run automatically—either on a schedule or in response to events from external systems (such as GitHub, Gmail, or your internal services)—without

This release focuses on improving stability, async performance, and developer experience. Expect cleaner internals, better workflow control, and improved observability across the stack. [!WARNING] A recent change has modernized the Dify int

Congratulations on having our 1000th contributor! 🚀 New Features Infrastructure & DevOps: Next.js upgraded to 15.5, now leveraging Turbopack in development for a faster, more modern build pipeline by @17hz in #24346. Provided X-Dify-Versio

🚀 Introduction In Dify 1.9.0, we are introducing two major new capabilities: the Knowledge Pipeline and the Queue-based Graph Engine. The Knowledge Pipeline provides a modularized and extensible workflow for knowledge ingestion and process

🌟 What's New in v1.8.1? 🌟 Welcome to version 1.8.1! 🎉🎉🎉 This release focuses on stability, performance improvements, and developer experience enhancements. We've built great features and resolved critical database issues based on commu

🎉 Dify v1.8.0 Release Notes 🎉 Hello, Dify community! We're excited to bring you version 1.8.0, packed with significant improvements across the board - from enhanced security and performance optimizations to a revamped UI and powerful new

✨ What’s New in v1.7.2? ✨ Alright folks, buckle up! Version 1.7.2 is here, packed with a ton of quality-of-life improvements, bug fixes, and some slick new features to make your Dify experience even smoother. This release has been a communi

🎉 Dify v1.7.1 Release Notes 🎉 Hello, Dify enthusiasts! We're thrilled to announce version 1.7.1 of our platform, bringing a fresh batch of refinements and enhancements to your workflow. Here's a breakdown of what's changed: 🚀 New Feature

🌟 What’s New in v1.7.0? 🌟 Version 1.7.0 is packed with features that expand our app's flexibility and enhance performance. Here's what we're bringing to the table: 🏗️ Major Feature: OAuth Support in Tool Plugins Tool plugins now support

🌟 What’s New in v1.6.0? 🌟 Welcome to version 1.6.0! 🎉🎉🎉 This release is packed with new features, crucial fixes, and various optimisations aimed at enhancing your experience. We've listened to your feedback and made significant improve

🎉 What’s New in v1.5.1? 🎉 In this release, we've packed a punch with a host of new features, enhancements, and fixes designed to make your experience smoother and more intuitive. 🚀 New Features Knowledge Basis Indexing: Introduced KB ind

🚀 What's New in v1.5.0? Meet v1.5.0—a sleek, powerful update boosting your productivity with simplified debugging and powerful integrations. Let's jump right in: 🏗️ Major Feature: Enhanced Workflow Debugging We've completely rebuilt our w

🚀 What’s New in v1.4.3? 🚀 It’s all about smoothing out the wrinkles and enhancing flexibility in this update. Here’s the rundown: 🛠 Fixes and Improvements LLM Node Enhancements: We've ironed out issues with missing parameters for structu

🚀 What's New in v1.4.2? We've packed v1.4.2 with usability upgrades, polished features, and stability enhancements. Check out what's new: 🌟 New Features & Improvements Smarter Webapp Inputs: Automatically fill hidden fields using URL para

🚀 What’s New in v1.4.1? 🚀 Welcome to version 1.4.1! This release is all about squashing bugs, enhancing functionality, and making everything run smoother. Here’s the scoop: 🚀 New Features Optional Request Logging: Now you can configure o

🌟 What's New in v1.4.0? 🌟 🎂 Dify turns 2! New look, new brand, same mission. Imagine if every idea could become an AI agent. With Dify, ‘if’ you can ask it, you can build it. Check out the new Dify.AI and start building your if today. 🚀

🚀 What's New in v1.3.1? Hello Dify community! Version 1.3.1 is here and packed with updates aimed to enhance your LLMOps operations and workflow. Let’s take a closer look at what's included: 🌟 New Features VTT to Document Transform: We've

🌟 What's New in v1.3.0 🌟 Hey tech fam, welcome to version 1.3.0! We've been grinding to bring in some slick enhancements, bug fixes, and new capabilities. Let’s dig into what’s freshly brewed: 🚀 New Features Structured Output in LLM Node

🚀 What’s New in v1.2.0? 🚀 Hello community! We’re excited to share our v1.2.0 update with you—it's packed with impressive new features, enhancements, and of course, some good ol' bug fixes. Sit back, sip your coffee, and let's dive into wh

✨ What’s New in v1.1.3? ✨ Here's what's been cooking in the latest update—v1.1.3. We've got some slick new features, essential fixes, and handy refinements to enhance your experience. Let's dive right in: ⚙️ Enhancements APP Filtering Harmo

✨ What’s New in v1.1.2? ✨ Thanks for keeping up with Dify! This patch delivers some important fixes to boost the stability and security of your operations. [!Important] This update includes a critical fix for an XSS vulnerability. Cloud use

✨ What’s New in v1.1.1? ✨ We've got some cool updates and fixes in v1.1.1 to keep things running smoother and shinier. Let's dive in: ⚙️ Enhancements Addressed a metadata service API issue so everything stays in sync, thanks to @JohnJyong i

🚀 What's New in v1.1.0 Welcome to v1.1.0! This release packs a punch with significant improvements, enhancements, and the introduction of some much-awaited features. Here's what we've got: 🚀 New Features Metadata Filtering for Knowledge R

🎉 Welcome to v1.0.1! 🎉 We've leveled up to v1.0.1, bringing a bunch of improvements, new features, and fixes. Here’s the lowdown without the bloat: 🛠️ Fixes & Improvements Cache Mechanics for Plugin Models: Reducing redundancy through im

🎉 Introducing Dify Plugins 🎉 We are glad to share that we're launching Dify v1.0.0. Plugins are modular components that extend AI applications with plug-and-play simplicity. Now you can assemble external services and custom functionalitie