What's Changed 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 click a node_id in workflow run logs or error messages to locate and highlight the corresponding node in the workflow editor canvas. (#38187) Wor…
Introducing Dify Agent (Beta): A New Agent Experience in Dify WarningYou 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 agent capabilities and changed how we think about agents. Meanwhile, Skills provide a standardized way to package and distribute capabilities, making it easier to bui…
Introducing Dify Agent (Experimental): A New Agent Experience in Dify WarningYou 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 agent capabilities and changed how we think about agents. Meanwhile, Skills provide a standardized way to package and distribute capabilities, making it easie…
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 (#32130, #37175) Safer deletes — one-click confirmation before removing an app (#37263) Cleaner workflow editor with collapsible panels (#37276) Clearer notificati…
🚀 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 Configuration: Added variable-reference support for model parameters in LLM, Question Classifier, and Variable Extractor nodes by @scdeng in #33082. 🛠️ Bug Fixes Str…
🚀 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 Tenant-scoped sensitive endpoints — strengthened tenant isolation for app trace-config endpoints and FilePreview text extraction. Thanks @xr843 in #35793 and #35797. T…
🚀 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 — Docker deployments no longer rely on a public default key. When SECRET_KEY is left empty, the API generates and persists a runtime key through the configured sto…
🚀 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, collaboration is turned off by default. Enable it by setting: ENABLE_COLLABORATION_MODE = true SERVER_WORKER_CLASS = geventwebsocket.gunicorn.workers.GeventWebSocket…
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, including LLM and Question Classifier. Knowledge Retrieval node execution failures caused by incompatible enum values improper Weaviate client cleanup Upgrade G…
🚀 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 selected documents. Signed URL download for single-document original files. Workflow and chat experience improvements Breaking change: HITL email content now us…
💥 New Agent x Skills 🥳 1.14.0-rc1 brings a new agent-building experience: sandboxed runtime, Skill Editor, collaboration, and dynamic variable assembly. preview docs: https://docs.bash-is-all-you-need.dify.dev/ 🌟 Try the Experience Now Build with the new Agent + Skill workflow in minutes. 👉 Experience Now: Live Demo Not sure where to begin? Use our ready-made operational templates! 🧩 Start from Te…
🚀 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 fully manual. This created a "trust gap" in high-stakes scenarios where AI speed is needed but human judgment is essential. With HITL, we are making h uman oversig…
What's Changed fix(docker): persist IRIS data across container recreation using Durable %SYS by @TomoOkuyama in #31899 fix(docker): improve IRIS data persistence with proper Durable %SYS by @TomoOkuyama in #31901 fix: base url in client by @hyoban in #31902 fix: auto summary env by @zxhlyh in #31930 fix: fix delete_draft_variables_batch cycle forever by @fatelei in #31934 chore: bump version in do…