QuantumGhost 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							349c3cf7b8 
							
						 
					 
					
						
						
							
							feat(api): Add image multimodal support for LLMNode ( #17372 )  
						
						... 
						
						
						
						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 
						 
				 
			
				
					
						
							
							
								sondin 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							edcfd7761b 
							
						 
					 
					
						
						
							
							if as_attachment is in the url, add it to the sign_url ( #18930 )  
						
						
						
						
					 
					
						2025-04-28 14:25:59 +08:00 
						 
				 
			
				
					
						
							
							
								Will 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							205535c8e9 
							
						 
					 
					
						
						
							
							chore: fix reimported ( #18610 )  
						
						
						
						
					 
					
						2025-04-23 16:48:00 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							2543162dec 
							
						 
					 
					
						
						
							
							fix: cannot delete workflow version if other version is published as a tool ( #18486 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-04-21 17:58:22 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							44a2eca449 
							
						 
					 
					
						
						
							
							refactor: Refactors workflow node execution handling ( #18382 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-04-18 20:06:24 +08:00 
						 
				 
			
				
					
						
							
							
								Jyong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							e90c532c3a 
							
						 
					 
					
						
						
							
							fix retrival resource miss in chatflow ( #18307 )  
						
						
						
						
					 
					
						2025-04-17 18:05:15 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							6d9dd3109e 
							
						 
					 
					
						
						
							
							feat: add a abstract layer for WorkflowNodeExcetion ( #18026 )  
						
						
						
						
					 
					
						2025-04-17 12:48:52 +09:00 
						 
				 
			
				
					
						
							
							
								Jimmyy 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							aead48726e 
							
						 
					 
					
						
						
							
							fix: cannot regenerate with image( #15060 ) ( #16611 )  
						
						... 
						
						
						
						Co-authored-by: werido <359066432@qq.com> 
						
						
					 
					
						2025-04-16 09:56:46 +08:00 
						 
				 
			
				
					
						
							
							
								Good Wood 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							cc08451eb8 
							
						 
					 
					
						
						
							
							fix: fix file number limit error ( #17848 )  
						
						
						
						
					 
					
						2025-04-11 15:26:26 +08:00 
						 
				 
			
				
					
						
							
							
								Han 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							f1e4d5ed6c 
							
						 
					 
					
						
						
							
							Fix Performance Issues:  ( #17083 )  
						
						... 
						
						
						
						Co-authored-by: Wang Han <wanghan@zhejianglab.org> 
						
						
					 
					
						2025-04-09 11:22:53 +08:00 
						 
				 
			
				
					
						
							
							
								horochx 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							a91b780936 
							
						 
					 
					
						
						
							
							perf: optimizing db WorkflowAppLog index ( #14710 )  
						
						
						
						
					 
					
						2025-03-30 13:17:23 +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 )  
						
						... 
						
						
						
						Co-authored-by: 刘江波 <jiangbo721@163.com> 
						
						
					 
					
						2025-03-29 14:15:53 +08:00 
						 
				 
			
				
					
						
							
							
								Jyong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							58c62f0a34 
							
						 
					 
					
						
						
							
							fix full-doc mode document doesn't reindex after enable or un_archive ( #16737 )  
						
						
						
						
					 
					
						2025-03-25 16:26:14 +08:00 
						 
				 
			
				
					
						
							
							
								Yeuoly 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							bfc0d606dc 
							
						 
					 
					
						
						
							
							feat: cleanup free tenants expired data like messages/conversations/workflow_runs/workflow_node_executions ( #16490 )  
						
						
						
						
					 
					
						2025-03-21 21:30:35 +08:00 
						 
				 
			
				
					
						
							
							
								QuantumGhost 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							383af7bf76 
							
						 
					 
					
						
						
							
							chore(api): enhance ruff rules to disallow dangerous functions and modules ( #16461 )  
						
						
						
						
					 
					
						2025-03-21 17:49:35 +08:00 
						 
				 
			
				
					
						
							
							
								Jyong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							abeaea4f79 
							
						 
					 
					
						
						
							
							Support knowledge metadata filter ( #15982 )  
						
						
						
						
					 
					
						2025-03-18 16:42:19 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							cefec44070 
							
						 
					 
					
						
						
							
							feat: add app_mode field to app import and model definitions ( #15729 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com>
Co-authored-by: twwu <twwu@dify.ai> 
						
						
					 
					
						2025-03-18 11:12:25 +08:00 
						 
				 
			
				
					
						
							
							
								非法操作 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							5019547d33 
							
						 
					 
					
						
						
							
							fix: can not test custom tool ( #15606 )  
						
						
						
						
					 
					
						2025-03-12 16:34:56 +08:00 
						 
				 
			
				
					
						
							
							
								jiangbo721 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							0415cc209d 
							
						 
					 
					
						
						
							
							chore: use TenantAccountRole instead of TenantAccountJoinRole ( #15514 )  
						
						... 
						
						
						
						Co-authored-by: 刘江波 <jiangbo721@163.com> 
						
						
					 
					
						2025-03-12 12:56:30 +08:00 
						 
				 
			
				
					
						
							
							
								Yu Chun Chang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							6d172498d1 
							
						 
					 
					
						
						
							
							Update the provider_id validation to fix the error message displayed … ( #15466 )  
						
						... 
						
						
						
						Co-authored-by: Kyle Chang <kylechang@91app.com> 
						
						
					 
					
						2025-03-11 16:11:24 +08:00 
						 
				 
			
				
					
						
							
							
								Jyong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							9b2a9260ef 
							
						 
					 
					
						
						
							
							Feat/new saas billing ( #14996 )  
						
						
						
						
					 
					
						2025-03-10 19:50:11 +08:00 
						 
				 
			
				
					
						
							
							
								KVOJJJin 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							78d460a6d1 
							
						 
					 
					
						
						
							
							Feat: time period filter for workflow logs ( #14271 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com>
Co-authored-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-03-10 14:02:58 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							3254018ddb 
							
						 
					 
					
						
						
							
							feat(workflow_service): workflow version control api. ( #14860 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-03-10 13:34:31 +08:00 
						 
				 
			
				
					
						
							
							
								jiangbo721 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							e70221a9f1 
							
						 
					 
					
						
						
							
							fix: website remote url display error ( #15217 )  
						
						... 
						
						
						
						Co-authored-by: 刘江波 <jiangbo721@163.com> 
						
						
					 
					
						2025-03-07 20:32:29 +08:00 
						 
				 
			
				
					
						
							
							
								mr-chenguang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							53eb56bb1e 
							
						 
					 
					
						
						
							
							Fix: psycopg2.errors.StringDataRightTruncation value too long for type character varying(40) ( #15179 )  
						
						
						
						
					 
					
						2025-03-07 12:15:52 +08:00 
						 
				 
			
				
					
						
							
							
								Miki Watanabe 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							2e467cbc74 
							
						 
					 
					
						
						
							
							[FIX]Ruff: lint errors for E731 ( #13018 )  
						
						
						
						
					 
					
						2025-03-05 15:54:04 +08:00 
						 
				 
			
				
					
						
							
							
								jiangbo721 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							829cd70889 
							
						 
					 
					
						
						
							
							fix: When chatflow's file uploads changed from not being supported to… ( #14341 )  
						
						... 
						
						
						
						Co-authored-by: 刘江波 <jiangbo721@163.com> 
						
						
					 
					
						2025-03-03 17:41:28 +08:00 
						 
				 
			
				
					
						
							
							
								engchina 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							cd46ebbb34 
							
						 
					 
					
						
						
							
							fix: (psycopg2.errors.StringDataRightTruncation) value too long for type character varying(40)  Fixes   #14593  ( #14597 )  
						
						... 
						
						
						
						Co-authored-by: engchina <atjapan2015@gmail.com> 
						
						
					 
					
						2025-03-03 13:16:51 +08:00 
						 
				 
			
				
					
						
							
							
								Yeuoly 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							9a417bfc5e 
							
						 
					 
					
						
						
							
							fix: update database query and model definitions ( #14415 )  
						
						
						
						
					 
					
						2025-02-26 18:45:12 +08:00 
						 
				 
			
				
					
						
							
							
								Yeuoly 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							bea10b4356 
							
						 
					 
					
						
						
							
							fix: undefined attribute 'query' on MessageAnnotation ( #13852 )  
						
						
						
						
					 
					
						2025-02-17 18:16:45 +08:00 
						 
				 
			
				
					
						
							
							
								Yeuoly 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							403e2d58b9 
							
						 
					 
					
						
						
							
							Introduce Plugins ( #13836 )  
						
						... 
						
						
						
						Signed-off-by: yihong0618 <zouzou0208@gmail.com>
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						2025-02-17 17:05:13 +08:00 
						 
				 
			
				
					
						
							
							
								Obada Khalili 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							941ad03f3c 
							
						 
					 
					
						
						
							
							pass model and cost so that langfuse can show cost ( #13117 )  
						
						
						
						
					 
					
						2025-02-02 15:27:27 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							f91f5c7401 
							
						 
					 
					
						
						
							
							fix(batch_create_segment_to_index_task): count max_position in memory. ( #12929 )  
						
						
						
						
					 
					
						2025-01-22 13:39:02 +08:00 
						 
				 
			
				
					
						
							
							
								gakkiyomi 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							989fb11fd7 
							
						 
					 
					
						
						
							
							improve the readability of the function generate_api_key ( #12552 )  
						
						
						
						
					 
					
						2025-01-09 21:30:17 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							a640803fc9 
							
						 
					 
					
						
						
							
							fix(models): use bigint on workflow_runs.total_tokens ( #12279 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-01-02 09:49:34 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							4e76f2fc44 
							
						 
					 
					
						
						
							
							fix: add properties to retrieve created by account and end user in Wo… ( #12129 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-26 19:50:45 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							822af70dce 
							
						 
					 
					
						
						
							
							fix(workflow_service): assign UUID to workflow_node_execution id and update optional fields in WorkflowRun and WorkflowNodeExecution models ( #12096 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-25 21:34:53 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							d5f33212ac 
							
						 
					 
					
						
						
							
							fix: add type ignore comments for shared_task imports and clean up re… ( #12099 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-25 21:24:06 +08:00 
						 
				 
			
				
					
						
							
							
								Jyong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							9231fdbf4c 
							
						 
					 
					
						
						
							
							Feat/support parent child chunk ( #12092 )  
						
						
						
						
					 
					
						2024-12-25 19:49:07 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							83ea931e3c 
							
						 
					 
					
						
						
							
							refactor: optimize database usage ( #12071 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-25 16:24:52 +08:00 
						 
				 
			
				
					
						
							
							
								yihong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							0ea6a926c5 
							
						 
					 
					
						
						
							
							fix: tool can not run ( #12054 )  
						
						... 
						
						
						
						Signed-off-by: yihong0618 <zouzou0208@gmail.com> 
						
						
					 
					
						2024-12-24 23:14:32 +08:00 
						 
				 
			
				
					
						
							
							
								yihong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							56e15d09a9 
							
						 
					 
					
						
						
							
							feat: mypy for all type check ( #10921 )  
						
						
						
						
					 
					
						2024-12-24 18:38:51 +08:00 
						 
				 
			
				
					
						
							
							
								yihong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							dfc25dbdd0 
							
						 
					 
					
						
						
							
							fix: drop useless and wrong code in Account ( #11961 )  
						
						... 
						
						
						
						Signed-off-by: yihong0618 <zouzou0208@gmail.com> 
						
						
					 
					
						2024-12-23 16:30:04 +08:00 
						 
				 
			
				
					
						
							
							
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c1aa55f3ea 
							
						 
					 
					
						
						
							
							fix: remove the unused retry index field ( #11903 )  
						
						... 
						
						
						
						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- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							750662eb08 
							
						 
					 
					
						
						
							
							fix(workflow): update updated_at default to use UTC timezone ( #11960 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-22 14:55:18 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							3d07a94bd7 
							
						 
					 
					
						
						
							
							fix: refactor conversation pagination to use SQLAlchemy session manag… ( #11956 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-22 10:39:29 +08:00 
						 
				 
			
				
					
						
							
							
								jiangbo721 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							9578246bbb 
							
						 
					 
					
						
						
							
							fix: The default updated_at when a workflow is created ( #11709 )  
						
						... 
						
						
						
						Co-authored-by: 刘江波 <jiangbo721@163.com> 
						
						
					 
					
						2024-12-21 23:13:58 +08:00 
						 
				 
			
				
					
						
							
							
								呆萌闷油瓶 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							e22cc28114 
							
						 
					 
					
						
						
							
							fix:log error( #11942 ) ( #11943 )  
						
						
						
						
					 
					
						2024-12-21 21:24:33 +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 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							f6247fe67c 
							
						 
					 
					
						
						
							
							Feat: Add partial success status to the app log ( #11869 )  
						
						... 
						
						
						
						Co-authored-by: Novice Lee <novicelee@NoviPro.local> 
						
						
					 
					
						2024-12-20 14:13:44 +08:00