Impact Score: 5/10
Dify: v0.6.5
Source available — automated, not human-reviewed
Component: dify · Channel: stable. Automated analysis, not a compatibility certification. How this works.
Analysis updated: 2026-11-01.
⚡ Executive Summary (TL;DR)
Dify 0.6.5. Source highlight: ✨ What’s New in v0.6.5? ✨
Who Does This Impact? (Role-Based Analysis)
💻 Software Engineers & Devs
Check the source notes against the package and APIs you use before upgrading.
📊 Product & Engineering Leads
Use the documented changes to assess relevance to your product; release frequency alone is not a quality measure.
⚙️ DevOps & Security
Verify the target version, runtime requirements and rollback procedure in the official documentation.
✨ New Features & Capabilities (6)
- Added support for Groq Llama3 by @guchenhe in #3673.
- Added support for the Bedrock Mistral AI model by @longzhihun in #3676.
- Introduced a new tool, Judge0 CE, by @richards199999 in #3684.
- Added `conversation_id` and `user_id` to the chatflow/workflow system variables by @takatost in #3771.
- Added chatflow LLM node with query prompt template support by @takatost in #3791.
- Enabled the addition of custom tags for Knowledge and App categories by @JohnJyong in #3755.
⚡ Performance & Enhancements (3)
- Supported knowledge embedding model modification by @JohnJyong in #3755.
- Increased the speed of xinference audio transcription by @leslie2046 in #3636.
- enhance:speedup xinference audio transcription
🔧 Bug Fixes & Patches (6)
- Fixed an issue where creating a collection could fail due to a Milvus version upgrade by @bowenliang123 in #3683.
- Resolved a problem where workflow drafts might be lost during synchronization by @zxhlyh in #3824.
- Addressed an upgrading issue where gmpy2 could cause the error "Worker (pid:67) was sent code 132!" on some CPUs by @bowenliang123 in #3745.
- Fixed inconsistencies in number variable types in the IF/ELSE node of a workflow by @takatost in #3758.
- fix: incorrect type parser
- fix: Added prevention of click event propagation for overlay layer
📄 View Raw Release Notes (Original Developer Log)
## ✨ What’s New in v0.6.5? ✨
This update primarily focuses on enhancing system stability and improving user experience. Key updates include:
### 🚀 New Features
- Added support for Groq Llama3 by @guchenhe in #3673.
- Added support for the Bedrock Mistral AI model by @longzhihun in #3676.
- Introduced a new tool, Judge0 CE, by @richards199999 in #3684.
- Added `conversation_id` and `user_id` to the chatflow/workflow system variables by @takatost in #3771.
This is particularly valuable when you need to interact with internal systems. You can pass these two parameters when using the HTTP Request node, allowing the internal system to understand the current user and the corresponding conversation to establish a connection.
- Added chatflow LLM node with query prompt template support by @takatost in #3791.
You can now enable memory in the LLM node within your chatflow, and customize the query prompt template.
- Enabled the addition of custom tags for Knowledge and App categories by @JohnJyong in #3755.
### ⚙️ Enhancements
- Supported knowledge embedding model modification by @JohnJyong in #3755.
- Added a retry function for when embedding a document fails by @JohnJyong in #3755.
- Increased the speed of xinference audio transcription by @leslie2046 in #3636.
### 🛠️ Bug Fixes
- Fixed an issue where creating a collection could fail due to a Milvus version upgrade by @bowenliang123 in #3683.
- Resolved a problem where workflow drafts might be lost during synchronization by @zxhlyh in #3824.
- Addressed an upgrading issue where gmpy2 could cause the error "Worker (pid:67) was sent code 132!" on some CPUs by @bowenliang123 in #3745.
- Fixed inconsistencies in number variable types in the IF/ELSE node of a workflow by @takatost in #3758.
For additional enhancements and updates, refer to the What's Changed section below.
## Update Guide
### Docker compose deployments:
1. Get the latest code from the main branch:
```Shell
git checkout main
git pull origin main
```
2. Go to the next step and update to the latest image:
```Shell
cd docker
docker compose up -d
```
### Source Code deployments:
1. Stop API server, Worker and Web frontend Server.
2. Get the latest code from the main branch:
```Shell
git checkout main
git pull origin main
```
3. Update Python dependencies:
```Shell
cd api
pip install -r requirements.txt
```
4. Then, let's run the migration script:
```Shell
flask db upgrade
```
5. Finally, run API server, Worker and Web frontend Server again.
## What's Changed
* add groq llama3 by @guchenhe in https://github.com/langgenius/dify/pull/3673
* feat: add support for bedrock Mistral AI model by @longzhihun in https://github.com/langgenius/dify/pull/3676
* chore: update description of code interpreter tool by @bowenliang123 in https://github.com/langgenius/dify/pull/3679
* fix: incorrect type parser by @Yeuoly in https://github.com/langgenius/dify/pull/3682
* fix: Added prevention of click event propagation for overlay layer by @Luvian77 in https://github.com/langgenius/dify/pull/3666
* Add new tool: Judge0 CE by @richards199999 in https://github.com/langgenius/dify/pull/3684
* Localize links to localized READMEs by @carsonkahn-external in https://github.com/langgenius/dify/pull/3689
* fix: skip dataset icon by @Yeuoly in https://github.com/langgenius/dify/pull/3696
* fix: workflow shortcuts by @zxhlyh in https://github.com/langgenius/dify/pull/3701
* refactor: tool parameter cache by @Yeuoly in https://github.com/langgenius/dify/pull/3703
* fix: cannot change file uploader method by @Luvian77 in https://github.com/langgenius/dify/pull/3710
* fix: workflow restore by @zxhlyh in https://github.com/langgenius/dify/pull/3711
* enhance:speedup xinference audio transcription by @leslie2046 in https://github.com/langgenius/dify/pull/3636
* fix: milvus usage with create_collection by @bowenliang123 in https://github.com/langgenius/dify/pull/3683
* feat: prompt editor support auto height by content height and fix some bugs by @iamjoel in https://github.com/langgenius/dify/pull/3712
* fix: workflow connection by @zxhlyh in https://github.com/langgenius/dify/pull/3713
* bedrock llm Model file name change by @1102asd in https://github.com/langgenius/dify/pull/3714
* Update README_JA.md by @eltociear in https://github.com/langgenius/dify/pull/3727
* Update "@formatjs/intl-localematcher" to version 0.5.4 in package.json by @LeoQuote in https://github.com/langgenius/dify/pull/3726
* feat: add copy button to code by @crazywoola in https://github.com/langgenius/dify/pull/3719
* fix: workflow node variable by @zxhlyh in https://github.com/langgenius/dify/pull/3743
* fix: toggling AppDetailNav causes unnecessary component rerenders by @yikayiyo in https://github.com/langgenius/dify/pull/3718
* fix: rollback gmpy2 to 2.1.5 by @bowenliang123 in https://github.com/langgenius/dify/pull/3745
* fix: workflow restore by @zxhlyh in https://github.com/langgenius/dify/pull/3750
* chore: add selector for use app store by @JzoNgKVO in https://github.com/langgenius/dify/pull/3746
* fix: llm editor readonly cover error by @iamjoel in https://github.com/langgenius/dify/pull/3752
* Knowledge optimization by @JohnJyong in https://github.com/langgenius/dify/pull/3755
* fix: type num of variable converted to str by @takatost in https://github.com/langgenius/dify/pull/3758
* feat: support prompt messages sorting by @iamjoel in https://github.com/langgenius/dify/pull/3757
* fix: workflow sync by @zxhlyh in https://github.com/langgenius/dify/pull/3756
* fix: endpoint for 'Update a document from a file' by @ugyuji in https://github.com/langgenius/dify/pull/3751
* fix: handle inputs show the focus ui together in tools node by @iamjoel in https://github.com/langgenius/dify/pull/3763
* Fix: redirection of app remove by @JzoNgKVO in https://github.com/langgenius/dify/pull/3770
* test: add test for PKCS1OAEP_Cipher with gmpy2 by @bowenliang123 in https://github.com/langgenius/dify/pull/3760
* feat: add conversation_id and user_id in chatflow/workflow system vars by @takatost in https://github.com/langgenius/dify/pull/3771
* feat: test all unit tests by @takatost in https://github.com/langgenius/dify/pull/3787
* use pymilvus 2.3.7 by @bowenliang123 in https://github.com/langgenius/dify/pull/3790
* test: add unit tests for vector stores of Milvus, Qdrant and Weaviate by @bowenliang123 in https://github.com/langgenius/dify/pull/3688
* feat: add log_file environment variable by @YidaHu in https://github.com/langgenius/dify/pull/3793
* fix: credentials validate failed for groqcloud model provider by @takatost in https://github.com/langgenius/dify/pull/3817
* fix: missing url field when searching special keywords by @Yeuoly in https://github.com/langgenius/dify/pull/3820
* fix:still enable SSL verification when using qdrant based on HTTP protocol by @leslie2046 in https://github.com/langgenius/dify/pull/3805
* chore: remove anthropic pay entrance by @iamjoel in https://github.com/langgenius/dify/pull/3822
* fix: event of keyboard "enter" in text generator app by @JzoNgKVO in https://github.com/langgenius/dify/pull/3823
* fix: workflow sync data by @zxhlyh in https://github.com/langgenius/dify/pull/3824
* Update EN,KL,JA,FR,ES documentation Llma2 to Llama3 model support by @Caplost in https://github.com/langgenius/dify/pull/3827
* Fix: event of click away in message-log-modal by @JzoNgKVO in https://github.com/langgenius/dify/pull/3828
* version to 0.6.5 by @takatost in https://github.com/langgenius/dify/pull/3834
* feat: add aliyun oss storage by @henrybit in https://github.com/langgenius/dify/pull/3690
* feat: query prompt template support in chatflow by @takatost in https://github.com/langgenius/dify/pull/3791
* fix: model parameter default value by @zxhlyh in https://github.com/langgenius/dify/pull/3841
* extract enum type for tenant account role by @bowenliang123 in https://github.com/langgenius/dify/pull/3788
* fix: debug run not show total right tokens by @iamjoel in https://github.com/langgenius/dify/pull/3843
* fix: citations always appear in the chatflow app by @takatost in https://github.com/langgenius/dify/pull/3844
## New Contributors
* @Luvian77 made their first contribution in https://github.com/langgenius/dify/pull/3666
* @carsonkahn-external made their first contribution in https://github.com/langgenius/dify/pull/3689
* @1102asd made their first contribution in https://github.com/langgenius/dify/pull/3714
* @ugyuji made their first contribution in https://github.com/langgenius/dify/pull/3751
* @Caplost made their first contribution in https://github.com/langgenius/dify/pull/3827
* @henrybit made their first contribution in https://github.com/langgenius/dify/pull/3690
**Full Changelog**: https://github.com/langgenius/dify/compare/0.6.4...0.6.5