langgenius/dify 1.14.0-rc1 on GitHub

💥 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 Templates (Recommended) 👉 Templates

✨ Highlights

New Agent runtime with sandboxed execution and Agent Mode. (Agent docs · Runtime docs)
Skill Editor helps you build reusable SOP blocks and call tools inline with @ (e.g., @send_email). (File system docs)
Command + Upload File to Sandbox make runtime operations practical and controllable. (Command docs · Upload docs)
"Pull a Variable" unlocks dynamic context with Assemble Variables and chat-history extraction. (Pull a Variable docs)
Collaboration Beta adds shared editing, comments, and @ mentions. (Collaboration docs)

🖼️ Feature Snapshots

🧩 Skill Editor + `@tool`

Write reusable skills and call tools inline with @ (for example, @send_email).

🧠 New Agent Runtime

Ship multi-step agent flows with sandboxed execution and Agent Mode.

🌍 Create and Publish Your First Agent Template

Build and test your workflow in Dify Studio, then share it with the world.

How to publish:

Click Publish → Publish to Marketplace in the top-right panel
Or upload your exported file via Creator Center
👉 https://creators.dify.ai/

Complete your template details and submit for review.

Once approved, your template will appear on the Template Marketplace:
👉 https://marketplace.dify.ai/templates

Let others fork, explore, and build on top of your work.

🛠️ Command + Upload File to Sandbox

Upload files into sandbox, then run controlled commands for real execution tasks.

🔄 Pull a Variable

Assemble variables and extract structured values from LLM chat history.

🤝 Collaboration (beta)

Co-edit workflows with comments, mentions, and real-time presence.

🔗 Docs and Experience

Experience: https://skills.bash-is-all-you-need.dify.dev/
Preview docs: https://docs.bash-is-all-you-need.dify.dev/

⚠️ Preview Notice

1.14.0-rc1 is a testing preview release candidate for evaluation and feedback.
Stability, availability, and compatibility are not guaranteed in this preview build.
We recommend using this version in non-production environments only.
Collaboration capabilities are beta; self-hosted setups require collaboration/websocket configuration.

Upgrade Guide

Docker Compose Deployments

Back up your customized docker-compose YAML file (optional)

cd docker
cp docker-compose.yaml docker-compose.yaml.$(date +%s).bak

Get the latest code from the feat/support-agent-sandbox branch
```
git checkout feat/support-agent-sandbox
```
Stop the service. Please execute in the docker directory
```
docker compose down
```

Back up data

tar -cvf volumes-$(date +%s).tgz volumes

Upgrade services
```
docker compose up -d
```

Source Code Deployments

Stop the API server, Worker, and Web frontend Server.
Get the latest code from the release branch:
```
git checkout feat/support-agent-sandbox
```
Update Python dependencies:
```
cd api
uv sync
```
Then, let's run the migration script:
```
uv run flask db upgrade
```
Finally, run the API server, Worker, and Web frontend Server again.

What's Changed

fix(web): redirect to OAuth authorize page after login instead of /apps by @RockChinQ in #32177
feat(api): add scheduled cleanup task for specific workflow logs by @razerzhang in #31843
feat: add Creators Platform helper for DSL upload and OAuth redirect (Vibe Kanban) by @RockChinQ in #32232
test: add unit tests for some base components by @saumyatalwani in #32201
test: add comprehensive unit and integration tests for dataset module by @CodingOnStar in #32187
test(web): add comprehensive unit and integration tests for plugins and tools modules by @CodingOnStar in #32220
test: add comprehensive unit and integration tests for billing components by @CodingOnStar in #32227
test: add unit and integration tests for share, develop, and goto-anything modules by @CodingOnStar in #32246
test: add comprehensive unit and integration tests for RAG Pipeline components by @CodingOnStar in #32237
feat(tests): add integration tests for explore app list, installed apps, and sidebar lifecycle flows by @CodingOnStar in #32248
fix: metadata batch edit silently fails due to split transactions and swallowed exceptions by @veeceey in #32041
fix: can not upload file in single run by @hyoban in #32276
fix: publish-to-marketplace exports YAML for classic apps instead of ZIP (Vibe Kanban) by @RockChinQ in #32284
chore(deps): bump pillow from 12.0.0 to 12.1.1 in /api by @dependabot[bot] in #32250
feat: support config max size of plugin generated files by @bowenliang123 in #30887
feat(api): optimize OceanBase vector store performance and configurability by @connermo in #32263
test(web): add and enhance frontend automated tests across multiple modules by @CodingOnStar in #32268
chore(deps): bump qs from 6.14.1 to 6.14.2 in /web by @dependabot[bot] in #32290
test: add unit tests for base components-part-1 by @poojanInfocusp in #32154
test: add integration tests for app card operations, list browsing, and create app flows by @CodingOnStar in #32298
test: add tests for some base components by @saumyatalwani in #32265

New Contributors

@razerzhang made their first contribution in #31843
@saumyatalwani made their first contribution in #32201
@poojanInfocusp made their first contribution in #32154

Full Changelog: 1.13.0...1.14.0-rc1

langgenius/dify 1.14.0-rc1 1.14.0-rc1: New Agent x Skills for Production Workflows on GitHub