Takuya Ono 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							af83120832 
							
						 
					 
					
						
						
							
							🐛  Fix(Gemini LLM): Support Gemini 0.2.x plugin on agent app ( #20794 )  
						
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						Co-authored-by: QuantumGhost <obelisk.reg+git@gmail.com> 
						
						
					 
					
						2025-06-12 00:49:38 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							a6ea15e63c 
							
						 
					 
					
						
						
							
							Refactor/message cycle manage and knowledge retrieval ( #20460 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-05-30 14:36:44 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							eaaf551497 
							
						 
					 
					
						
						
							
							fix: Instance <Account> is not bound to a Session ( #20347 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-05-28 16:36:08 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							f23cf98317 
							
						 
					 
					
						
						
							
							refactor: Remove RepositoryFactory ( #19176 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-05-06 21:14:51 +08:00 
						 
				 
			
				
					
						
							
							
								QuantumGhost 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							349c3cf7b8 
							
						 
					 
					
						
						
							
							feat(api): Add image multimodal support for LLMNode ( #17372 )  
						
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						Enhance `LLMNode` with multimodal capability, introducing support for
image outputs.
This implementation extracts base64-encoded images from LLM responses,
saves them to the storage service, and records the file metadata in the
`ToolFile` table. In conversations, these images are rendered as
markdown-based inline images.
Additionally, the images are included in the LLMNode's output as
file variables, enabling subsequent nodes in the workflow to utilize them.
To integrate file outputs into workflows, adjustments to the frontend code
are necessary.
For multimodal output functionality, updates to related model configurations
are required. Currently, this capability has been applied exclusively to
Google's Gemini models.
Close  #15814 .
Signed-off-by: -LAN- <laipz8200@outlook.com>
Co-authored-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-04-30 17:28:02 +08:00 
						 
				 
			
				
					
						
							
							
								Kevin9703 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							94cc0b7a12 
							
						 
					 
					
						
						
							
							fix(workflow_cycle_manage): failed nodes were not updated in workflow_node_executions ( #18994 )  
						
						
						
						
					 
					
						2025-04-29 10:31:08 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							d9aa2b155a 
							
						 
					 
					
						
						
							
							refactor: Refactors repository imports structure ( #18901 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-04-27 17:29:03 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c104febf63 
							
						 
					 
					
						
						
							
							refactor: Apply DI to WorkflowNodeExecutionRepository. ( #18794 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-04-25 18:05:36 +08:00 
						 
				 
			
				
					
						
							
							
								just2gooo 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							5e2b3b34e5 
							
						 
					 
					
						
						
							
							issue:  #17056  : Add a reason field to the message_replace event ( #17195 )  
						
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						Co-authored-by: 聂政 <niezheng@pjlab.org.cn> 
						
						
					 
					
						2025-04-25 10:08:06 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							6d9dd3109e 
							
						 
					 
					
						
						
							
							feat: add a abstract layer for WorkflowNodeExcetion ( #18026 )  
						
						
						
						
					 
					
						2025-04-17 12:48:52 +09:00 
						 
				 
			
				
					
						
							
							
								非法操作 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							44f911a0a8 
							
						 
					 
					
						
						
							
							chore: docstring not match the function parameter ( #17162 )  
						
						
						
						
					 
					
						2025-03-31 13:19:15 +08:00 
						 
				 
			
				
					
						
							
							
								jiangbo721 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							a1aa325ce3 
							
						 
					 
					
						
						
							
							Chore/code format and Repair commit_id 3254018d more deleted codes and Fix naming error ambiguity between workflow_run_id and workflow_id ( #17075 )  
						
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						Co-authored-by: 刘江波 <jiangbo721@163.com> 
						
						
					 
					
						2025-03-29 14:15:53 +08:00 
						 
				 
			
				
					
						
							
							
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							778861f461 
							
						 
					 
					
						
						
							
							fix: agent node can't use in parallel ( #15047 )  
						
						
						
						
					 
					
						2025-03-06 13:13:24 +08:00 
						 
				 
			
				
					
						
							
							
								Wood 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							2c17bb2c36 
							
						 
					 
					
						
						
							
							Feature/newnew workflow loop node ( #14863 )  
						
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						Co-authored-by: arkunzz <4873204@qq.com> 
						
						
					 
					
						2025-03-05 17:41:15 +08:00 
						 
				 
			
				
					
						
							
							
								Yeuoly 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							403e2d58b9 
							
						 
					 
					
						
						
							
							Introduce Plugins ( #13836 )  
						
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						Signed-off-by: yihong0618 <zouzou0208@gmail.com>
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						2025-02-17 17:05:13 +08:00 
						 
				 
			
				
					
						
							
							
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							f96b4f287a 
							
						 
					 
					
						
						
							
							fix: iteration node log time error ( #13511 )  
						
						
						
						
					 
					
						2025-02-11 16:35:21 +08:00 
						 
				 
			
				
					
						
							
							
								Bowen Liang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							166221d784 
							
						 
					 
					
						
						
							
							chore(lint): fix quotes for f-string formatting by bumping ruff to 0.9.x ( #12702 )  
						
						
						
						
					 
					
						2025-01-21 10:12:29 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							7ed6485f86 
							
						 
					 
					
						
						
							
							refactor: streamline initialization of application_generate_entity and task_state in task pipeline classes ( #12326 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-01-03 18:41:44 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							62f792ea14 
							
						 
					 
					
						
						
							
							fix: ensure workflow_run_id is always set and improve handling in Wor… ( #12264 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-31 17:02:44 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							d4b848272e 
							
						 
					 
					
						
						
							
							fix: apply gevent threading patch early and ensure unique workflow node execution IDs ( #12196 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-31 11:42:51 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							822af70dce 
							
						 
					 
					
						
						
							
							fix(workflow_service): assign UUID to workflow_node_execution id and update optional fields in WorkflowRun and WorkflowNodeExecution models ( #12096 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-25 21:34:53 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							83ea931e3c 
							
						 
					 
					
						
						
							
							refactor: optimize database usage ( #12071 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-25 16:24:52 +08:00 
						 
				 
			
				
					
						
							
							
								yihong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							56e15d09a9 
							
						 
					 
					
						
						
							
							feat: mypy for all type check ( #10921 )  
						
						
						
						
					 
					
						2024-12-24 18:38:51 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							82134a1d50 
							
						 
					 
					
						
						
							
							fix: Replace generic exceptions with specific error classes in task p… ( #12036 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-24 15:24:19 +08:00 
						 
				 
			
				
					
						
							
							
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							453f324f54 
							
						 
					 
					
						
						
							
							fix: retry node in iteration logs wrong ( #11995 )  
						
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						Co-authored-by: Novice Lee <novicelee@NoviPro.local> 
						
						
					 
					
						2024-12-23 15:06:01 +08:00 
						 
				 
			
				
					
						
							
							
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c1aa55f3ea 
							
						 
					 
					
						
						
							
							fix: remove the unused retry index field ( #11903 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com>
Co-authored-by: Novice Lee <novicelee@NoviPro.local>
Co-authored-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-23 14:32:11 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							dd0e81d094 
							
						 
					 
					
						
						
							
							fix: enhance type hints and improve audio message handling in TTS pub… ( #11947 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-22 10:41:06 +08:00 
						 
				 
			
				
					
						
							
							
								Kalo Chin 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							786cb6859b 
							
						 
					 
					
						
						
							
							fix: ensure WorkflowRun attributes are refreshed in WorkflowCycleMana… ( #11913 )  
						
						
						
						
					 
					
						2024-12-21 15:05:04 +08:00 
						 
				 
			
				
					
						
							
							
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							7abc7fa573 
							
						 
					 
					
						
						
							
							Feat: Retry on node execution errors ( #11871 )  
						
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						Co-authored-by: Novice Lee <novicelee@NoviPro.local> 
						
						
					 
					
						2024-12-20 14:14:06 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							92a840f1b2 
							
						 
					 
					
						
						
							
							feat(tool_node): Suppress exceptions thrown by the Tool ( #11724 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-17 12:11:50 +08:00 
						 
				 
			
				
					
						
							
							
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							79a710ce98 
							
						 
					 
					
						
						
							
							Feat: continue on error ( #11458 )  
						
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						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- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							3c8efe7c0a 
							
						 
					 
					
						
						
							
							fix(workflow_cycle_manage): Handle special values in the process_data. ( #11253 )  
						
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						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-02 13:53:43 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							98d85e6b74 
							
						 
					 
					
						
						
							
							fix: WorkflowNodeExecution.created_at may be earlier than WorkflowRun.created_at ( #11070 )  
						
						
						
						
					 
					
						2024-11-25 18:16:55 +08:00 
						 
				 
			
				
					
						
							
							
								Bowen Liang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							6c8e208ef3 
							
						 
					 
					
						
						
							
							chore: bump minimum supported Python version to 3.11 ( #10386 )  
						
						
						
						
					 
					
						2024-11-24 13:28:46 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c5f7d650b5 
							
						 
					 
					
						
						
							
							feat: Allow using file variables directly in the LLM node and support more file types. ( #10679 )  
						
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						Co-authored-by: Joel <iamjoel007@gmail.com> 
						
						
					 
					
						2024-11-22 16:30:22 +08:00 
						 
				 
			
				
					
						
							
							
								yihong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							0067b16d1e 
							
						 
					 
					
						
						
							
							fix: refactor all 'or []' and 'or {}' logic to make code more clear ( #10883 )  
						
						... 
						
						
						
						Signed-off-by: yihong0618 <zouzou0208@gmail.com> 
						
						
					 
					
						2024-11-21 10:34:43 +08:00 
						 
				 
			
				
					
						
							
							
								Bowen Liang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							51db59622c 
							
						 
					 
					
						
						
							
							chore(lint): cleanup repeated cause exception in logging.exception replaced by helpful message ( #10425 )  
						
						
						
						
					 
					
						2024-11-15 15:41:40 +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- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							36f66d40e5 
							
						 
					 
					
						
						
							
							refactor(api): simplify limit retrieval and return types ( #9641 )  
						
						
						
						
					 
					
						2024-10-22 16:34:16 +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 
						 
				 
			
				
					
						
							
							
								takatost 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							23ce1fb1ba 
							
						 
					 
					
						
						
							
							chore: optimize the trace ops slow queries on node executions. ( #9282 )  
						
						
						
						
					 
					
						2024-10-12 18:30:46 +08:00 
						 
				 
			
				
					
						
							
							
								takatost 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							29188e0562 
							
						 
					 
					
						
						
							
							chore: use cache instead of re-querying node record during workflow execution ( #9280 )  
						
						
						
						
					 
					
						2024-10-12 17:48:59 +08:00 
						 
				 
			
				
					
						
							
							
								crazywoola 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							93af87a9e0 
							
						 
					 
					
						
						
							
							fix: move exception to debug mode ( #9258 )  
						
						
						
						
					 
					
						2024-10-12 09:28:45 +08:00 
						 
				 
			
				
					
						
							
							
								Joe 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							e947103b6d 
							
						 
					 
					
						
						
							
							Feat/add workflow sys params ( #9108 )  
						
						... 
						
						
						
						Co-authored-by: Joel <iamjoel007@gmail.com> 
						
						
					 
					
						2024-10-10 11:15:52 +08:00 
						 
				 
			
				
					
						
							
							
								pinsily 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							7a1da2409d 
							
						 
					 
					
						
						
							
							add generate conversation name error log ( #9117 )  
						
						
						
						
					 
					
						2024-10-09 21:09:36 +08:00 
						 
				 
			
				
					
						
							
							
								chenxu9741 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c531b4a911 
							
						 
					 
					
						
						
							
							fix :  #8843  event: tts_message_end always return in api streaming resp… ( #8846 )  
						
						
						
						
					 
					
						2024-09-29 16:13:20 +08:00 
						 
				 
			
				
					
						
							
							
								Bowen Liang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							a1104ab97e 
							
						 
					 
					
						
						
							
							chore: refurish python code by applying Pylint linter rules ( #8322 )  
						
						
						
						
					 
					
						2024-09-13 22:42:08 +08:00 
						 
				 
			
				
					
						
							
							
								Bowen Liang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							0f14873255 
							
						 
					 
					
						
						
							
							chore: cleanup ruff flake8-simplify linter rules ( #8286 )  
						
						... 
						
						
						
						Co-authored-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-09-12 12:55:45 +08:00