-LAN-
							
						 
						
							
								460a825ef1
								
									
										
											 
										
									
								
							 
						 
						
							
									refactor: decouple Node and NodeData (#22581) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com>
Co-authored-by: QuantumGhost <obelisk.reg+git@gmail.com> 
							
						 
						pirms 3 mēnešiem  
					 
				
					
						
							
								   Kalo Chin
							
						 
						
							
								7a69b57823
								
									
										
											 
										
									
								
							 
						 
						
							
									Fix jinja2 variable naming inconsistencies (#22578) 
							 
							
							
							
						 
						pirms 3 mēnešiem  
					 
				
					
						
							
								   Davide Delbianco
							
						 
						
							
								816210d744
								
									
										
											 
										
									
								
							 
						 
						
							
									Expose LLM usage in workflows (#21766) 
							 
							
							 
							
							
							
							
Co-authored-by: crazywoola <100913391+crazywoola@users.noreply.github.com> 
							
						 
						pirms 3 mēnešiem  
					 
				
					
						
							
								   Yeuoly
							
						 
						
							
								0cb00d5fd2
								
									
										
											 
										
									
								
							 
						 
						
							
									refactor: move structured output support outside LLM Node (#21565) 
							 
							
							 
							
							
							
							
Co-authored-by: Novice <novice12185727@gmail.com> 
							
						 
						pirms 4 mēnešiem  
					 
				
					
						
							
								   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 . 
							
						 
						pirms 4 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								1e03c97663
								
									
										
											 
										
									
								
							 
						 
						
							
									fix(llm_node): missing parameters for structure outputs (#20915) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 4 mēnešiem  
					 
				
					
						
							
								   Jyong
							
						 
						
							
								21a50e22d2
								
									
										
											 
										
									
								
							 
						 
						
							
									fix auto metadata filter (#20845) 
							 
							
							
							
						 
						pirms 4 mēnešiem  
					 
				
					
						
							
								   QuantumGhost
							
						 
						
							
								c439e82038
								
									
										
											 
										
									
								
							 
						 
						
							
									refactor(api): Decouple `ParameterExtractorNode` from `LLMNode` (#20843) 
							 
							
							 
							
							
							
							
- Extract methods used by `ParameterExtractorNode` from `LLMNode` into a separate file.
- Convert `ParameterExtractorNode` into a subclass of `BaseNode`.
- Refactor code referencing the extracted methods to ensure functionality and clarity.
- Fixes the issue that `ParameterExtractorNode` returns error when executed.
- Fix relevant test cases.
Closes #20840 . 
							
						 
						pirms 4 mēnešiem  
					 
				
					
						
							
								   Arcaner
							
						 
						
							
								ad2f25875e
								
									
										
											 
										
									
								
							 
						 
						
							
									fix(llm_node): update file variable mapping to use vision configs (#20417) 
							 
							
							
							
						 
						pirms 5 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								5ccfb1f4ba
								
									
										
											 
										
									
								
							 
						 
						
							
									refactor: Improve model status handling and structured output (#20586) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 5 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								72fdafc180
								
									
										
											 
										
									
								
							 
						 
						
							
									refactor: Replaces direct DB session usage with context managers (#20569) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 5 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								a6ea15e63c
								
									
										
											 
										
									
								
							 
						 
						
							
									Refactor/message cycle manage and knowledge retrieval (#20460) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 5 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								32e779eef3
								
									
										
											 
										
									
								
							 
						 
						
							
									refactor(workflow): Rename NodeRunMetadataKey to WorkflowNodeExecutionMetadataKey (#20457) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 5 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								482e50aae9
								
									
										
											 
										
									
								
							 
						 
						
							
									Refactor/remove db from cycle manager (#20455) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 5 mēnešiem  
					 
				
					
						
							
								   Will
							
						 
						
							
								58d9d35515
								
									
										
											 
										
									
								
							 
						 
						
							
									fix: inconsistent metadata definitions (#19343) 
							 
							
							
							
						 
						pirms 5 mēnešiem  
					 
				
					
						
							
								   Novice
							
						 
						
							
								0cfc82d731
								
									
										
											 
										
									
								
							 
						 
						
							
									fix(structured-output): reasoning model's json format parsing (#19261) 
							 
							
							
							
						 
						pirms 6 mēnešiem  
					 
				
					
						
							
								   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> 
							
						 
						pirms 6 mēnešiem  
					 
				
					
						
							
								   非法操作
							
						 
						
							
								c1559a7c8e
								
									
										
											 
										
									
								
							 
						 
						
							
									fix: LLMResultChunk cause concatenate str and list exception (#18852) 
							 
							
							
							
						 
						pirms 6 mēnešiem  
					 
				
					
						
							
								   ZalterCitty
							
						 
						
							
								a1158cc946
								
									
										
											 
										
									
								
							 
						 
						
							
									fix: Update prompt message content types to use Literal and add union type for content (#17136) 
							 
							
							 
							
							
							
							
Co-authored-by: 朱庆超 <zhuqingchao@xiaomi.com>
Co-authored-by: crazywoola <427733928@qq.com> 
							
						 
						pirms 6 mēnešiem  
					 
				
					
						
							
								   Novice
							
						 
						
							
								da9269ca97
								
									
										
											 
										
									
								
							 
						 
						
							
									feat: structured output (#17877) 
							 
							
							
							
						 
						pirms 6 mēnešiem  
					 
				
					
						
							
								   Jacky Wu
							
						 
						
							
								ed5596a8f4
								
									
										
											 
										
									
								
							 
						 
						
							
									fix: avoid llm node result var not init issue while do retry. (#14286) 
							 
							
							
							
						 
						pirms 7 mēnešiem  
					 
				
					
						
							
								   LeanDeR
							
						 
						
							
								4f6a4f244c
								
									
										
											 
										
									
								
							 
						 
						
							
									fix(llm/nodes.py): Ensure that the output returns without any exceptions (#14880) 
							 
							
							
							
						 
						pirms 8 mēnešiem  
					 
				
					
						
							
								   yuhaowin
							
						 
						
							
								1e3197a1ea
								
									
										
											 
										
									
								
							 
						 
						
							
									Fixes 14217: database retrieve api and chat-messages api response doc_metadata (#14219) 
							 
							
							
							
						 
						pirms 8 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								7a71498a3e
								
									
										
											 
										
									
								
							 
						 
						
							
									chore(quota): Update deduct quota (#14337) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 8 mēnešiem  
					 
				
					
						
							
								   Yeuoly
							
						 
						
							
								403e2d58b9
								
									
										
											 
										
									
								
							 
						 
						
							
									Introduce Plugins (#13836) 
							 
							
							 
							
							
							
							
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
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						pirms 8 mēnešiem  
					 
				
					
						
							
								   Vasu Negi
							
						 
						
							
								8a0aa91ed7
								
									
										
											 
										
									
								
							 
						 
						
							
									Non-Streaming Models Do Not Return Results Properly in _handle_invoke_result (#13571) 
							 
							
							 
							
							
							
							
Co-authored-by: crazywoola <427733928@qq.com> 
							
						 
						pirms 8 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								413dfd5628
								
									
										
											 
										
									
								
							 
						 
						
							
									feat: add completion mode and context size options for LLM configuration (#13325) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 8 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								f9515901cc
								
									
										
											 
										
									
								
							 
						 
						
							
									fix: Azure AI Foundry model cannot be used in the workflow (#13323) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 9 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								04d13a8116
								
									
										
											 
										
									
								
							 
						 
						
							
									feat(credits): Allow to configure model-credit mapping (#13274) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 9 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								b47669b80b
								
									
										
											 
										
									
								
							 
						 
						
							
									fix: deduct LLM quota after processing invoke result (#13075) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 9 mēnešiem  
					 
				
					
						
							
								   yihong
							
						 
						
							
								56e15d09a9
								
									
										
											 
										
									
								
							 
						 
						
							
									feat: mypy for all type check (#10921) 
							 
							
							
							
						 
						pirms 10 mēnešiem  
					 
				
					
						
							
								   JasonVV
							
						 
						
							
								4b1e13e982
								
									
										
											 
										
									
								
							 
						 
						
							
									Fix 11979 (#11984) 
							 
							
							
							
						 
						pirms 10 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								996a9135f6
								
									
										
											 
										
									
								
							 
						 
						
							
									feat(llm_node): support order in text and files (#11837) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 10 mēnešiem  
					 
				
					
						
							
								   Novice
							
						 
						
							
								79a710ce98
								
									
										
											 
										
									
								
							 
						 
						
							
									Feat: continue on error (#11458) 
							 
							
							 
							
							
							
							
Co-authored-by: Novice Lee <novicelee@NovicedeMacBook-Pro.local>
Co-authored-by: Novice Lee <novicelee@NoviPro.local> 
							
						 
						pirms 10 mēnešiem  
					 
				
					
						
							
								   yihong
							
						 
						
							
								716576043d
								
									
										
											 
										
									
								
							 
						 
						
							
									fix: issue 11247 that Completion mode content maybe list or str (#11504) 
							 
							
							 
							
							
							
							
Signed-off-by: yihong0618 <zouzou0208@gmail.com> 
							
						 
						pirms 10 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								464e6354c5
								
									
										
											 
										
									
								
							 
						 
						
							
									feat: correct the prompt grammar. (#11328) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 11 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								223a30401c
								
									
										
											 
										
									
								
							 
						 
						
							
									fix: LLM invoke error should not be raised (#11141) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 11 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								044e7b63c2
								
									
										
											 
										
									
								
							 
						 
						
							
									fix(llm_node): Ignore file if not supported. (#11114) 
							 
							
							
							
						 
						pirms 11 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								5b7b328193
								
									
										
											 
										
									
								
							 
						 
						
							
									feat: Allow to contains files in the system prompt even model not support. (#11111) 
							 
							
							
							
						 
						pirms 11 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								cbb4e95928
								
									
										
											 
										
									
								
							 
						 
						
							
									fix(llm_node): Ignore user query when memory is disabled. (#11106) 
							 
							
							
							
						 
						pirms 11 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								20c091a5e7
								
									
										
											 
										
									
								
							 
						 
						
							
									fix: user query be ignored if query_prompt_template is an empty string (#11103) 
							 
							
							
							
						 
						pirms 11 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								60b5dac3ab
								
									
										
											 
										
									
								
							 
						 
						
							
									fix: query will be None if the query_prompt_template not exists (#11031) 
							 
							
							 
							
							
							
							
Signed-off-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 11 mēnešiem  
					 
				
					
						
							
								   非法操作
							
						 
						
							
								08ac36812b
								
									
										
											 
										
									
								
							 
						 
						
							
									feat: support LLM process document file (#10966) 
							 
							
							 
							
							
							
							
Co-authored-by: -LAN- <laipz8200@outlook.com> 
							
						 
						pirms 11 mēnešiem  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								c5f7d650b5
								
									
										
											 
										
									
								
							 
						 
						
							
									feat: Allow using file variables directly in the LLM node and support more file types. (#10679) 
							 
							
							 
							
							
							
							
Co-authored-by: Joel <iamjoel007@gmail.com> 
							
						 
						pirms 11 mēnešiem  
					 
				
					
						
							
								   非法操作
							
						 
						
							
								033ab5490b
								
									
										
											 
										
									
								
							 
						 
						
							
									feat: support LLM understand video (#9828) 
							 
							
							
							
						 
						pirms 1 gada  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								38bca6731c
								
									
										
											 
										
									
								
							 
						 
						
							
									refactor(workflow): introduce specific error handling for LLM nodes (#10221) 
							 
							
							
							
						 
						pirms 1 gada  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								8b5ea39916
								
									
										
											 
										
									
								
							 
						 
						
							
									chore(llm_node): remove unnecessary type ignore for context assignment (#10216) 
							 
							
							
							
						 
						pirms 1 gada  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								3b53e06e0d
								
									
										
											 
										
									
								
							 
						 
						
							
									fix(workflow): refine variable type checks in LLMNode (#10051) 
							 
							
							
							
						 
						pirms 1 gada  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								eb87e690ed
								
									
										
											 
										
									
								
							 
						 
						
							
									fix(llm-node): handle NoneSegment variables properly (#9978) 
							 
							
							
							
						 
						pirms 1 gada  
					 
				
					
						
							
								   -LAN-
							
						 
						
							
								d018b32d0b
								
									
										
											 
										
									
								
							 
						 
						
							
									fix(workflow): enhance prompt handling with vision support (#9790) 
							 
							
							
							
						 
						pirms 1 gada