Will 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							58d9d35515 
							
						 
					 
					
						
						
							
							fix: inconsistent metadata definitions ( #19343 )  
						
						
						
						
					 
					
						2025-05-08 16:33:28 +08:00 
						 
				 
			
				
					
						
							
							
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							0cfc82d731 
							
						 
					 
					
						
						
							
							fix(structured-output): reasoning model's json format parsing ( #19261 )  
						
						
						
						
					 
					
						2025-05-06 13:16:08 +08:00 
						 
				 
			
				
					
						
							
							
								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 
						 
				 
			
				
					
						
							
							
								非法操作 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							c1559a7c8e 
							
						 
					 
					
						
						
							
							fix: LLMResultChunk cause concatenate str and list exception ( #18852 )  
						
						
						
						
					 
					
						2025-04-27 11:32:14 +08:00 
						 
				 
			
				
					
						
							
							
								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> 
						
						
					 
					
						2025-04-22 16:17:55 +08:00 
						 
				 
			
				
					
						
							
							
								Novice 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							da9269ca97 
							
						 
					 
					
						
						
							
							feat: structured output ( #17877 )  
						
						
						
						
					 
					
						2025-04-18 16:33:53 +08:00 
						 
				 
			
				
					
						
							
							
								Jacky Wu 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							ed5596a8f4 
							
						 
					 
					
						
						
							
							fix: avoid llm node result var not init issue while do retry. ( #14286 )  
						
						
						
						
					 
					
						2025-03-11 12:43:24 +08:00 
						 
				 
			
				
					
						
							
							
								LeanDeR 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							4f6a4f244c 
							
						 
					 
					
						
						
							
							fix(llm/nodes.py): Ensure that the output returns without any exceptions ( #14880 )  
						
						
						
						
					 
					
						2025-03-05 14:35:08 +08:00 
						 
				 
			
				
					
						
							
							
								yuhaowin 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							1e3197a1ea 
							
						 
					 
					
						
						
							
							Fixes 14217: database retrieve api and chat-messages api response doc_metadata ( #14219 )  
						
						
						
						
					 
					
						2025-02-27 14:56:46 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							7a71498a3e 
							
						 
					 
					
						
						
							
							chore(quota): Update deduct quota ( #14337 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-02-25 20:10:08 +08:00 
						 
				 
			
				
					
						
							
							
								Yeuoly 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							403e2d58b9 
							
						 
					 
					
						
						
							
							Introduce Plugins ( #13836 )  
						
						... 
						
						
						
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						2025-02-17 17:05:13 +08:00 
						 
				 
			
				
					
						
							
							
								Vasu Negi 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							8a0aa91ed7 
							
						 
					 
					
						
						
							
							Non-Streaming Models Do Not Return Results Properly in _handle_invoke_result ( #13571 )  
						
						... 
						
						
						
						Co-authored-by: crazywoola <427733928@qq.com> 
						
						
					 
					
						2025-02-14 17:02:04 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							413dfd5628 
							
						 
					 
					
						
						
							
							feat: add completion mode and context size options for LLM configuration ( #13325 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-02-07 15:08:53 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							f9515901cc 
							
						 
					 
					
						
						
							
							fix: Azure AI Foundry model cannot be used in the workflow ( #13323 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-02-07 14:52:57 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							04d13a8116 
							
						 
					 
					
						
						
							
							feat(credits): Allow to configure model-credit mapping ( #13274 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-02-07 11:01:31 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							b47669b80b 
							
						 
					 
					
						
						
							
							fix: deduct LLM quota after processing invoke result ( #13075 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2025-02-02 12:05:11 +08:00 
						 
				 
			
				
					
						
							
							
								yihong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							56e15d09a9 
							
						 
					 
					
						
						
							
							feat: mypy for all type check ( #10921 )  
						
						
						
						
					 
					
						2024-12-24 18:38:51 +08:00 
						 
				 
			
				
					
						
							
							
								JasonVV 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							4b1e13e982 
							
						 
					 
					
						
						
							
							Fix 11979 ( #11984 )  
						
						
						
						
					 
					
						2024-12-23 14:30:04 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							996a9135f6 
							
						 
					 
					
						
						
							
							feat(llm_node): support order in text and files ( #11837 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-20 14:12:50 +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 
						 
				 
			
				
					
						
							
							
								yihong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							716576043d 
							
						 
					 
					
						
						
							
							fix: issue 11247 that Completion mode content maybe list or str ( #11504 )  
						
						... 
						
						
						
						Signed-off-by: yihong0618 <zouzou0208@gmail.com> 
						
						
					 
					
						2024-12-10 23:22:14 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							464e6354c5 
							
						 
					 
					
						
						
							
							feat: correct the prompt grammar. ( #11328 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-12-04 15:12:47 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							223a30401c 
							
						 
					 
					
						
						
							
							fix: LLM invoke error should not be raised ( #11141 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-11-26 20:56:48 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							044e7b63c2 
							
						 
					 
					
						
						
							
							fix(llm_node): Ignore file if not supported. ( #11114 )  
						
						
						
						
					 
					
						2024-11-26 14:14:14 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							5b7b328193 
							
						 
					 
					
						
						
							
							feat: Allow to contains files in the system prompt even model not support. ( #11111 )  
						
						
						
						
					 
					
						2024-11-26 13:45:49 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							cbb4e95928 
							
						 
					 
					
						
						
							
							fix(llm_node): Ignore user query when memory is disabled. ( #11106 )  
						
						
						
						
					 
					
						2024-11-26 13:07:32 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							20c091a5e7 
							
						 
					 
					
						
						
							
							fix: user query be ignored if query_prompt_template is an empty string ( #11103 )  
						
						
						
						
					 
					
						2024-11-26 12:47:59 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							60b5dac3ab 
							
						 
					 
					
						
						
							
							fix: query will be None if the query_prompt_template not exists ( #11031 )  
						
						... 
						
						
						
						Signed-off-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-11-24 21:06:51 +08:00 
						 
				 
			
				
					
						
							
							
								非法操作 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							08ac36812b 
							
						 
					 
					
						
						
							
							feat: support LLM process document file ( #10966 )  
						
						... 
						
						
						
						Co-authored-by: -LAN- <laipz8200@outlook.com> 
						
						
					 
					
						2024-11-22 19:32:44 +08:00 
						 
				 
			
				
					
						
							
							
								-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> 
						
						
					 
					
						2024-11-22 16:30:22 +08:00 
						 
				 
			
				
					
						
							
							
								非法操作 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							033ab5490b 
							
						 
					 
					
						
						
							
							feat: support LLM understand video ( #9828 )  
						
						
						
						
					 
					
						2024-11-08 13:22:52 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							38bca6731c 
							
						 
					 
					
						
						
							
							refactor(workflow): introduce specific error handling for LLM nodes ( #10221 )  
						
						
						
						
					 
					
						2024-11-04 15:22:58 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							8b5ea39916 
							
						 
					 
					
						
						
							
							chore(llm_node): remove unnecessary type ignore for context assignment ( #10216 )  
						
						
						
						
					 
					
						2024-11-04 15:22:31 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							3b53e06e0d 
							
						 
					 
					
						
						
							
							fix(workflow): refine variable type checks in LLMNode ( #10051 )  
						
						
						
						
					 
					
						2024-10-30 16:23:12 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							eb87e690ed 
							
						 
					 
					
						
						
							
							fix(llm-node): handle NoneSegment variables properly ( #9978 )  
						
						
						
						
					 
					
						2024-10-30 08:46:11 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							d018b32d0b 
							
						 
					 
					
						
						
							
							fix(workflow): enhance prompt handling with vision support ( #9790 )  
						
						
						
						
					 
					
						2024-10-24 17:52:11 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							8f670f31b8 
							
						 
					 
					
						
						
							
							refactor(variables): replace deprecated 'get_any' with 'get' method ( #9584 )  
						
						
						
						
					 
					
						2024-10-22 10:49:19 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							5838345f48 
							
						 
					 
					
						
						
							
							fix(entities): add validator for VisionConfig to handle None values ( #9598 )  
						
						
						
						
					 
					
						2024-10-22 10:49:03 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							2e657b7b12 
							
						 
					 
					
						
						
							
							fix(workflow): handle NoneSegments in variable extraction ( #9585 )  
						
						
						
						
					 
					
						2024-10-22 08:59:04 +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 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							40fb4d16ef 
							
						 
					 
					
						
						
							
							chore: refurbish Python code by applying refurb linter rules ( #8296 )  
						
						
						
						
					 
					
						2024-09-12 15:50:49 +08:00 
						 
				 
			
				
					
						
							
							
								Jyong 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							bb3002b173 
							
						 
					 
					
						
						
							
							revert page column ( #8217 )  
						
						
						
						
					 
					
						2024-09-10 18:21:22 +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 
						 
				 
			
				
					
						
							
							
								Byeongjin Kang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							d489b8b3e0 
							
						 
					 
					
						
						
							
							feat: return page number of pdf documents upon retrieval ( #7749 )  
						
						
						
						
					 
					
						2024-09-05 16:43:26 +08:00 
						 
				 
			
				
					
						
							
							
								Joe 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							fee4d3f6ca 
							
						 
					 
					
						
						
							
							feat: ops trace add llm model ( #7306 )  
						
						
						
						
					 
					
						2024-09-04 10:39:00 +08:00 
						 
				 
			
				
					
						
							
							
								orangeclk 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							f53454f81d 
							
						 
					 
					
						
						
							
							add finish_reason to the LLM node output ( #7498 )  
						
						
						
						
					 
					
						2024-08-21 17:29:30 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							4f5f27cf2b 
							
						 
					 
					
						
						
							
							refactor(api/core/workflow/enums.py): Rename SystemVariable to SystemVariableKey. ( #7445 )  
						
						
						
						
					 
					
						2024-08-20 17:52:06 +08:00 
						 
				 
			
				
					
						
							
							
								-LAN- 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							8f16165f92 
							
						 
					 
					
						
						
							
							chore(api/core): Improve FileVar's type hint and imports. ( #7290 )  
						
						
						
						
					 
					
						2024-08-15 12:43:18 +08:00