Data and AI releases

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Dify 1.14.1 - Security hardening, workflow stability, and cleaner self-hosted deployments

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๐Ÿš€ 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. ๐Ÿ” Security Self-hosted SECRET_KEY hardening , Docker deployments no longer rely on a public default key.

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Also shipped May 12, 2026Dify in May 2026 โ†’

Introducing Generative Data Apps

๐ŸฅŸ Introducing: Generative Data Apps Today, we're introducing Generative data apps in beta. Anyone can build a powerful app simply by prompting the Hex agent. Everything stays grounded in your trusted data, helping you avoid inconsistencies or hallucinations while building powerful, flexible dashboards and apps.

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Nova-3 Multilingual Model Update

Numerals Support Expanded for Nova-3 Multilingual Numeral formatting is now supported for all Nova-3 multilingual languages , except Hindi and Japanese. This enhancement means Nova-3 multilingual can now convert spoken numbers to digits (e.g., "three hundred" โ†’ "300") for English, Spanish, French, German, Russian, Portuguese, Italian, and Dutch.

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Cloudflare WAN, Magic Transit, Cloudflare One - New accounts assigned a single IPv4 anycast address

New Magic Transit and Cloudflare WAN accounts are now assigned a single IPv4 anycast address by default. Cloudflare handles failures on its network automatically by advertising your endpoint IP from multiple nodes across many globally distributed data centers. To handle failures on your network, configure two tunnels from separate routers.

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More from DifyEvery Dify release โ†’

Dify 1.14.0

๐Ÿš€ 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.

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Dify 1.13.3

๐Ÿš€ 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: ๐ŸŽฌ New Features Workflow Configuration : Added variable-reference support for model parameters in LLM, Question Classifier, and Variable Extractor...

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Dify 1.17.0

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.

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Dify 1.16.0

Introducing Dify Agent (Beta) : A New Agent Experience in Dify Warning You should provide Dify Agent services โš ๏ธ only to trusted, non-malicious users โš ๏ธ . 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.

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Dify 1.15.0

Dify 1.15.0 Release Note 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...

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Dify 1.17.1 - Bug Fixes and Improvements

Warning Self-hosted deployments using the bundled Weaviate must complete a manual, staged upgrade before starting 1.17.1. The bundled Weaviate server moves from 1.27.0 to 1.39.2 , 12 minor versions , and skipping minors is unsupported . Pulling and restarting can silently and permanently break vector search. See Upgrade Guide below.

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