* main: (53 commits)
Use array syntax for commands in docker-compose-base.yml (#11391)
Feature (canvas): Add mind tagging support (#11359)
locale en add russian language option (#11392)
Locale: update russian language (#11393)
Feat: Add TCADP parser for PPTX and spreadsheet document types. (#11041)
fix(llm): handle None response in total_token_count_from_response (#10941)
feat: add OceanBase doc engine (#11228)
fix cohere rerank base_url default (#11353)
Feat: Fixed an issue where modifying fields in the agent operator caused the loss of structured data. #10427 (#11388)
Docs: minor (#11385)
Doc: Optimize read me (#11386)
Fix some multilingual issues (#11382)
Feat: If a query variable in a data manipulation operator is deleted, a warning message should be displayed to the user. #10427#11255 (#11384)
Fix: refine error msg. (#11380)
Doc: Added v0.22.1 release notes (#11383)
Feat: The key for the begin operator can only contain alphanumeric characters and underscores. #10427 (#11377)
Fix: circle imports issue. (#11374)
Feat: Structured data will still be stored in outputs for compatibility with older versions. #10427 (#11368)
Add release notes (#11372)
Update README for supporting Gemini 3 Pro (#11369)
...
# Conflicts:
# pyproject.toml
# web/src/locales/ru.ts
### What problem does this PR solve?
Resolve the issue of missing thinking labels when viewing pre-existing
conversations
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
One loop to get better performance
### Type of change
- [x] Refactoring
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
No results can be found through the API /api/v1/dify/retrieval. #11307
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
issue:
[#11319](https://github.com/infiniflow/ragflow/issues/11319)
change:
limit random sampling range in check_embedding
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
change:
update check_embedding failed info
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: create dataset return type inconsistent #11167
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fixes an issue where default models which used the same factory but
different base URLs would all be initialised with the default chat
model's base URL and would ignore e.g. the embedding model's base URL
config.
For example, with the following service config, the embedding and
reranker models would end up using the base URL for the default chat
model (i.e. `llm1.example.com`):
```yaml
ragflow:
service_conf:
user_default_llm:
factory: OpenAI-API-Compatible
api_key: not-used
default_models:
chat_model:
name: llm1
base_url: https://llm1.example.com/v1
embedding_model:
name: llm2
base_url: https://llm2.example.com/v1
rerank_model:
name: llm3
base_url: https://llm3.example.com/v1/rerank
llm_factories:
factory_llm_infos:
- name: OpenAI-API-Compatible
logo: ""
tags: "LLM,TEXT EMBEDDING,SPEECH2TEXT,MODERATION"
status: "1"
llm:
- llm_name: llm1
base_url: 'https://llm1.example.com/v1'
api_key: not-used
tags: "LLM,CHAT,IMAGE2TEXT"
max_tokens: 100000
model_type: chat
is_tools: false
- llm_name: llm2
base_url: https://llm2.example.com/v1
api_key: not-used
tags: "TEXT EMBEDDING"
max_tokens: 10000
model_type: embedding
- llm_name: llm3
base_url: https://llm3.example.com/v1/rerank
api_key: not-used
tags: "RERANK,1k"
max_tokens: 10000
model_type: rerank
```
### Type of change
- [X] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: extract message output to file
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Correctly check task executor alive and display status.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
pr:
#10854
change:
update check_embedding api
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fix some IDE warnings
### Type of change
- [x] Refactoring
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
issue:
[#11195](https://github.com/infiniflow/ragflow/issues/11195)
change:
support API for generating knowledge graph and raptor
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
- [x] Documentation Update
### What problem does this PR solve?
Add the specified parent_path to the document upload api interface
(#11230)
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Co-authored-by: virgilwong <hyhvirgil@gmail.com>
### What problem does this PR solve?
GraphRAG and RAPTOR tasks do not affect document status.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Add mechanism to check cancellation in Agent.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
#10056
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fix: Optimize Prompts and Regex for use_sql() #11127
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
```
admin> show version;
show_version
+-----------------------+
| version |
+-----------------------+
| v0.21.0-241-gc6cf58d5 |
+-----------------------+
admin> \q
Goodbye!
```
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
Currently we cannot add any models, since factory is a string, and the
return type of get_allowed_llm_factories() is List[object]
https://github.com/infiniflow/ragflow/pull/11003
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
GraghRAG handle cancel gracefully. #10997.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
