yihong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							d2933c2bfe 
							
						 
					 
					
						
						
							
							fix: drop dead code phase2 unused class ( #22042 )  
						
						 
						
						... 
						
						
						
						Signed-off-by: yihong0618 <zouzou0208@gmail.com> 
						
						
					 
					
						2025-07-17 09:33:07 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								QuantumGhost 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							2c1ab4879f 
							
						 
					 
					
						
						
							
							refactor(api): Separate SegmentType for Integer/Float to Enable Pydantic Serialization ( #22025 )  
						
						 
						
						... 
						
						
						
						refactor(api): Separate SegmentType for Integer/Float to Enable Pydantic Serialization (#22025 )
This PR addresses serialization issues in the VariablePool model by separating the `value_type` tags for `IntegerSegment`/`FloatSegment` and `IntegerVariable`/`FloatVariable`. Previously, both Integer and Float types shared the same `SegmentType.NUMBER` tag, causing conflicts during serialization.
Key changes:
- Introduce distinct `value_type` tags for Integer and Float segments/variables
- Add `VariableUnion` and `SegmentUnion` types for proper type discrimination
- Leverage Pydantic's discriminated union feature for seamless serialization/deserialization
- Enable accurate serialization of data structures containing these types
Closes  #22024 . 
						
						
					 
					
						2025-07-16 12:31:37 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								QuantumGhost 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c2e599cd85 
							
						 
					 
					
						
						
							
							fix(api): Fix resetting sys var causing internal server error ( #21604 )  
						
						 
						
						... 
						
						
						
						and sorts draft variables by their creation time, ensures a consist order. 
						
						
					 
					
						2025-07-02 13:36:35 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								QuantumGhost 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							10b738a296 
							
						 
					 
					
						
						
							
							feat: Persist Variables for Enhanced Debugging Workflow ( #20699 )  
						
						 
						
						... 
						
						
						
						This pull request introduces a feature aimed at improving the debugging experience during workflow editing. With the addition of variable persistence, the system will automatically retain the output variables from previously executed nodes. These persisted variables can then be reused when debugging subsequent nodes, eliminating the need for repetitive manual input.
By streamlining this aspect of the workflow, the feature minimizes user errors and significantly reduces debugging effort, offering a smoother and more efficient experience.
Key highlights of this change:
- Automatic persistence of output variables for executed nodes.
- Reuse of persisted variables to simplify input steps for nodes requiring them (e.g., `code`, `template`, `variable_assigner`).
- Enhanced debugging experience with reduced friction.
Closes  #19735 . 
						
						
					 
					
						2025-06-24 09:05:29 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							f7fb10635f 
							
						 
					 
					
						
						
							
							refactor(workflow): Rename workflow node execution models ( #20458 )  
						
						 
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-05-30 04:56:37 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							32e779eef3 
							
						 
					 
					
						
						
							
							refactor(workflow): Rename NodeRunMetadataKey to WorkflowNodeExecutionMetadataKey ( #20457 )  
						
						 
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-05-30 04:47:56 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							482e50aae9 
							
						 
					 
					
						
						
							
							Refactor/remove db from cycle manager ( #20455 )  
						
						 
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-05-30 04:34:13 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							d31235ca13 
							
						 
					 
					
						
						
							
							feat: Introduce WorkflowExecution Domain Entity and Repository, Replace WorkflowRun Direct Usage, and Unify Stream Response Logic ( #20067 )  
						
						 
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-05-21 22:01:53 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							4977bb21ec 
							
						 
					 
					
						
						
							
							feat(workflow): domain model for workflow node execution ( #19430 )  
						
						 
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> 
						
						
					 
					
						2025-05-17 00:56:16 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Dongyu Li 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							8c77f2dc03 
							
						 
					 
					
						
						
							
							Feat/loop node ( #17273 )  
						
						 
						
						
						
						
					 
					
						2025-04-02 13:53:26 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Bowen Liang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							9e782d4c1e 
							
						 
					 
					
						
						
							
							chore: bump ruff to 0.11.0 and fix linting violations ( #15953 )  
						
						 
						
						
						
						
					 
					
						2025-03-17 16:13:11 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Arcaner 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							12fa517297 
							
						 
					 
					
						
						
							
							fix: if-else-node handles missing optional file variables ( #15693 )  
						
						 
						
						
						
						
					 
					
						2025-03-13 13:11:49 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Wood 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							2c17bb2c36 
							
						 
					 
					
						
						
							
							Feature/newnew workflow loop node ( #14863 )  
						
						 
						
						... 
						
						
						
						Co-authored-by: arkunzz <4873204@qq.com> 
						
						
					 
					
						2025-03-05 17:41:15 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Yeuoly 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							403e2d58b9 
							
						 
					 
					
						
						
							
							Introduce Plugins ( #13836 )  
						
						 
						
						... 
						
						
						
						Signed-off-by: yihong0618 <zouzou0208@gmail.com>
Signed-off-by: -LAN- <laipz8200@outlook.com>
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						2025-02-17 17:05:13 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								yihong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							56e15d09a9 
							
						 
					 
					
						
						
							
							feat: mypy for all type check ( #10921 )  
						
						 
						
						
						
						
					 
					
						2024-12-24 18:38:51 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							7abc7fa573 
							
						 
					 
					
						
						
							
							Feat: Retry on node execution errors ( #11871 )  
						
						 
						
						... 
						
						
						
						Co-authored-by: Novice Lee <novicelee@NoviPro.local> 
						
						
					 
					
						2024-12-20 14:14:06 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							79a710ce98 
							
						 
					 
					
						
						
							
							Feat: continue on error ( #11458 )  
						
						 
						
						... 
						
						
						
						Co-authored-by: Novice Lee <novicelee@NovicedeMacBook-Pro.local>
Co-authored-by: Novice Lee <novicelee@NoviPro.local> 
						
						
					 
					
						2024-12-11 14:22:42 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							3eb51d85da 
							
						 
					 
					
						
						
							
							fix(workflow_entry): Support receive File and FileList in single step run. ( #10947 )  
						
						 
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com>
Co-authored-by: JzoNg <jzongcode@gmail.com> 
						
						
					 
					
						2024-11-25 12:46:50 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Bowen Liang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							6c8e208ef3 
							
						 
					 
					
						
						
							
							chore: bump minimum supported Python version to 3.11 ( #10386 )  
						
						 
						
						
						
						
					 
					
						2024-11-24 13:28:46 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							70c2ec8ed5 
							
						 
					 
					
						
						
							
							feat(variable-handling): enhance variable and segment conversion ( #10483 )  
						
						 
						
						
						
						
					 
					
						2024-11-12 21:51:09 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							f414d241c1 
							
						 
					 
					
						
						
							
							Feat/iteration single run time ( #10512 )  
						
						 
						
						
						
						
					 
					
						2024-11-11 14:47:52 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							d1505b15c4 
							
						 
					 
					
						
						
							
							feat: Iteration node support parallel mode ( #9493 )  
						
						 
						
						
						
						
					 
					
						2024-11-05 10:32:49 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							d5a93a6400 
							
						 
					 
					
						
						
							
							fix(variable_pool): handle invalid attributes in variable lookup ( #9646 )  
						
						 
						
						
						
						
					 
					
						2024-10-23 10:19:33 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							8f670f31b8 
							
						 
					 
					
						
						
							
							refactor(variables): replace deprecated 'get_any' with 'get' method ( #9584 )  
						
						 
						
						
						
						
					 
					
						2024-10-22 10:49:19 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c063617553 
							
						 
					 
					
						
						
							
							fix(workflow): improve database session handling and variable management ( #9581 )  
						
						 
						
						
						
						
					 
					
						2024-10-22 00:42:40 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							e61752bd3a 
							
						 
					 
					
						
						
							
							feat/enhance the multi-modal support ( #8818 )  
						
						 
						
						
						
						
					 
					
						2024-10-21 10:43:49 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Bowen Liang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							2cf1187b32 
							
						 
					 
					
						
						
							
							chore(api/core): apply ruff reformatting ( #7624 )  
						
						 
						
						
						
						
					 
					
						2024-09-10 17:00:20 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								takatost 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							dabfd74622 
							
						 
					 
					
						
						
							
							feat: Parallel Execution of Nodes in Workflows ( #8192 )  
						
						 
						
						... 
						
						
						
						Co-authored-by: StyleZhang <jasonapring2015@outlook.com>
Co-authored-by: Yi <yxiaoisme@gmail.com>
Co-authored-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-09-10 15:23:16 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Nam Vu 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							2d7954c7da 
							
						 
					 
					
						
						
							
							Fix variable typo ( #8084 )  
						
						 
						
						
						
						
					 
					
						2024-09-08 13:14:11 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							4f5f27cf2b 
							
						 
					 
					
						
						
							
							refactor(api/core/workflow/enums.py): Rename SystemVariable to SystemVariableKey. ( #7445 )  
						
						 
						
						
						
						
					 
					
						2024-08-20 17:52:06 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							32dc963556 
							
						 
					 
					
						
						
							
							feat(api/workflow): Add Conversation.dialogue_count ( #7275 )  
						
						 
						
						
						
						
					 
					
						2024-08-15 10:53:05 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								KVOJJJin 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							935e72d449 
							
						 
					 
					
						
						
							
							Feat: conversation variable & variable assigner node ( #7222 )  
						
						 
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com>
Co-authored-by: Joel <iamjoel007@gmail.com>
Co-authored-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-08-13 14:44:10 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c6996a48a4 
							
						 
					 
					
						
						
							
							refactor(api/core/app/segments): Support more kinds of Segments. ( #6706 )  
						
						 
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-07-26 15:03:56 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							f019bc4bd7 
							
						 
					 
					
						
						
							
							feat(variables): Support to_object. ( #6572 )  
						
						 
						
						
						
						
					 
					
						2024-07-23 16:22:06 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							5e6fc58db3 
							
						 
					 
					
						
						
							
							Feat/environment variables in workflow ( #6515 )  
						
						 
						
						... 
						
						
						
						Co-authored-by: JzoNg <jzongcode@gmail.com> 
						
						
					 
					
						2024-07-22 15:29:39 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Yeuoly 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							e852a21634 
							
						 
					 
					
						
						
							
							Feat/workflow phase2 ( #4687 )  
						
						 
						
						
						
						
					 
					
						2024-05-27 22:01:11 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								takatost 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							3da179f77b 
							
						 
					 
					
						
						
							
							feat: add conversation_id and user_id in chatflow/workflow system vars ( #3771 )  
						
						 
						
						... 
						
						
						
						Co-authored-by: Joel <iamjoel007@gmail.com> 
						
						
					 
					
						2024-04-24 17:20:01 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								takatost 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							164ef26a60 
							
						 
					 
					
						
						
							
							fix: variable pool mapping variable mixed up ( #3378 )  
						
						 
						
						
						
						
					 
					
						2024-04-11 23:19:28 +08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								takatost 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							7753ba2d37 
							
						 
					 
					
						
						
							
							FEAT: NEW WORKFLOW ENGINE ( #3160 )  
						
						 
						
						... 
						
						
						
						Co-authored-by: Joel <iamjoel007@gmail.com>
Co-authored-by: Yeuoly <admin@srmxy.cn>
Co-authored-by: JzoNg <jzongcode@gmail.com>
Co-authored-by: StyleZhang <jasonapring2015@outlook.com>
Co-authored-by: jyong <jyong@dify.ai>
Co-authored-by: nite-knite <nkCoding@gmail.com>
Co-authored-by: jyong <718720800@qq.com> 
						
						
					 
					
						2024-04-08 18:51:46 +08:00