21447cf9f5
feat: If combining text and files, place the text prompt after the fi… ( #24472 )
2025-08-25 17:51:46 +08:00
c4c4e761b6
[Chore/Refactor] Use centralized naive_utc_now for UTC datetime operations ( #24352 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2025-08-22 23:53:05 +08:00
98c972ae1a
Fix: safe defaults for BaseModel dict fields ( #24098 )
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Co-authored-by: Yongtao Huang <99629139+hyongtao-db@users.noreply.github.com >
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
2025-08-21 21:38:55 +08:00
1b4fe16fcf
Revert "feat: support to upload files for visual model call when running LLM node for debugging in a single step" ( #23922 )
2025-08-14 15:52:19 +08:00
196030cd99
feat: support to upload files for visual model call when running LLM node for debugging in a single step ( #23521 )
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Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
2025-08-13 14:07:13 +08:00
0606ec291b
Chroe: some misc cleanup ( #23203 )
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Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
2025-07-31 15:33:39 +08:00
5a6e5dc80d
fix: Invalid expected metadata value type error ( #22793 )
2025-07-22 22:28:16 +08:00
2ad05e003c
refactor: decouple Node and NodeData ( #22581 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
Co-authored-by: QuantumGhost <obelisk.reg+git@gmail.com >
2025-07-18 10:08:51 +08:00
705749155b
Fix jinja2 variable naming inconsistencies ( #22578 )
2025-07-17 22:16:47 +08:00
4381b351a6
Expose LLM usage in workflows ( #21766 )
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Co-authored-by: crazywoola <100913391+crazywoola@users.noreply.github.com >
2025-07-08 21:18:00 +08:00
160e70da34
refactor: move structured output support outside LLM Node ( #21565 )
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Co-authored-by: Novice <novice12185727@gmail.com >
2025-06-27 14:55:31 +08:00
4e7ba9c0b6
feat: Persist Variables for Enhanced Debugging Workflow ( #20699 )
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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
cfdd1b3c32
fix(llm_node): missing parameters for structure outputs ( #20915 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2025-06-11 18:56:07 +08:00
a4f3501930
fix auto metadata filter ( #20845 )
2025-06-10 10:46:17 +02:00
66042d8153
refactor(api): Decouple ParameterExtractorNode from LLMNode ( #20843 )
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- 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 .
2025-06-10 11:47:50 +08:00
896e4aaf8f
fix(llm_node): update file variable mapping to use vision configs ( #20417 )
2025-06-05 09:58:24 +08:00
e0944e9326
refactor: Improve model status handling and structured output ( #20586 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2025-06-04 19:56:54 +08:00
5fb0eeb656
refactor: Replaces direct DB session usage with context managers ( #20569 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2025-06-03 16:16:06 +08:00
34eb5d4f72
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
b7823f5485
refactor(workflow): Rename NodeRunMetadataKey to WorkflowNodeExecutionMetadataKey ( #20457 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2025-05-30 04:47:56 +08:00
03db78adc6
Refactor/remove db from cycle manager ( #20455 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2025-05-30 04:34:13 +08:00
562ef031d0
fix: inconsistent metadata definitions ( #19343 )
2025-05-08 16:33:28 +08:00
1641439319
fix(structured-output): reasoning model's json format parsing ( #19261 )
2025-05-06 13:16:08 +08:00
a1ffe78fc7
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
84b076bf93
fix: LLMResultChunk cause concatenate str and list exception ( #18852 )
2025-04-27 11:32:14 +08:00
8ebdd4649c
fix: Update prompt message content types to use Literal and add union type for content ( #17136 )
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Co-authored-by: 朱庆超 <zhuqingchao@xiaomi.com >
Co-authored-by: crazywoola <427733928@qq.com >
2025-04-22 16:17:55 +08:00
2eb79ef233
feat: structured output ( #17877 )
2025-04-18 16:33:53 +08:00
ed5596a8f4
fix: avoid llm node result var not init issue while do retry. ( #14286 )
2025-03-11 12:43:24 +08:00
4f6a4f244c
fix(llm/nodes.py): Ensure that the output returns without any exceptions ( #14880 )
2025-03-05 14:35:08 +08:00
1e3197a1ea
Fixes 14217: database retrieve api and chat-messages api response doc_metadata ( #14219 )
2025-02-27 14:56:46 +08:00
7a71498a3e
chore(quota): Update deduct quota ( #14337 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2025-02-25 20:10:08 +08:00
403e2d58b9
Introduce Plugins ( #13836 )
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2025-02-17 17:05:13 +08:00
8a0aa91ed7
Non-Streaming Models Do Not Return Results Properly in _handle_invoke_result ( #13571 )
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Co-authored-by: crazywoola <427733928@qq.com >
2025-02-14 17:02:04 +08:00
413dfd5628
feat: add completion mode and context size options for LLM configuration ( #13325 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2025-02-07 15:08:53 +08:00
f9515901cc
fix: Azure AI Foundry model cannot be used in the workflow ( #13323 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2025-02-07 14:52:57 +08:00
04d13a8116
feat(credits): Allow to configure model-credit mapping ( #13274 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2025-02-07 11:01:31 +08:00
b47669b80b
fix: deduct LLM quota after processing invoke result ( #13075 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2025-02-02 12:05:11 +08:00
56e15d09a9
feat: mypy for all type check ( #10921 )
2024-12-24 18:38:51 +08:00
4b1e13e982
Fix 11979 ( #11984 )
2024-12-23 14:30:04 +08:00
996a9135f6
feat(llm_node): support order in text and files ( #11837 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2024-12-20 14:12:50 +08:00
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
716576043d
fix: issue 11247 that Completion mode content maybe list or str ( #11504 )
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Signed-off-by: yihong0618 <zouzou0208@gmail.com >
2024-12-10 23:22:14 +08:00
464e6354c5
feat: correct the prompt grammar. ( #11328 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2024-12-04 15:12:47 +08:00
223a30401c
fix: LLM invoke error should not be raised ( #11141 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2024-11-26 20:56:48 +08:00
044e7b63c2
fix(llm_node): Ignore file if not supported. ( #11114 )
2024-11-26 14:14:14 +08:00
5b7b328193
feat: Allow to contains files in the system prompt even model not support. ( #11111 )
2024-11-26 13:45:49 +08:00
cbb4e95928
fix(llm_node): Ignore user query when memory is disabled. ( #11106 )
2024-11-26 13:07:32 +08:00
20c091a5e7
fix: user query be ignored if query_prompt_template is an empty string ( #11103 )
2024-11-26 12:47:59 +08:00
60b5dac3ab
fix: query will be None if the query_prompt_template not exists ( #11031 )
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Signed-off-by: -LAN- <laipz8200@outlook.com >
2024-11-24 21:06:51 +08:00
08ac36812b
feat: support LLM process document file ( #10966 )
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Co-authored-by: -LAN- <laipz8200@outlook.com >
2024-11-22 19:32:44 +08:00
jiangbo721