### What problem does this PR solve?
- Add Generator return type annotation for tts method
- Import typing.Generator for type hints
### Type of change
- [x] Refactoring
### What problem does this PR solve?
#9082#6365
<u> **WARNING: it's not compatible with the older version of `Agent`
module, which means that `Agent` from older versions can not work
anymore.**</u>
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Refa: Update base64 test image with new sample data (#9115)
### What problem does this PR solve?
Replace the placeholder test image in base64_image.py with a new sample
image data string.
### Type of change
- [x] Refactoring
Fix : API /document/thumbnails using wrong method to get ''doc_ids' (#9097)
### What problem does this PR solve?
doc_ids is a list , should use request.args.getlist("doc_ids")
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Feat: parsing supports jsonl or ldjson format (#9087)
### What problem does this PR solve?
Supports jsonl or ldjson format. Feature request from
[discussion](https://github.com/orgs/infiniflow/discussions/8774).
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Fix:When deleting a knowledge base that is currently performing a parsing task, the parsing queue will not be deleted! (#9018)
### What problem does this PR solve?
https://github.com/infiniflow/ragflow/issues/8995
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
Refa: validation utils to use Pydantic v2 style models (#9037)
### What problem does this PR solve?
- Update BaseModel to use model_config instead of Config class
- Replace StrEnum with Literal types for method fields
- Convert Field declarations to Annotated style
### Type of change
- [x] Refactoring
fix: obfuscate additional server secrets values (#9014)
### What problem does this PR solve?
Obfuscates additional secrets values on ragflow_server startup to
prevent leakage:
* `secret` (azure)
* `client_secret` (oauth)
* `http_secret_key` (authentication)
* `sas_token` (azure)
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Co-authored-by: Gifford R Nowland <gifford.r.nowland@aero.org>
### What problem does this PR solve?
OpenAI-compatible-API supports references.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Fix: Increase timeouts for document parsing and model checks (#8996)
### What problem does this PR solve?
- Extended embedding model timeout from 3 to 10 seconds in api_utils.py
- Added more time for large file batches and concurrent parsing
operations to prevent test flakiness
- Import from #8940
- https://github.com/infiniflow/ragflow/actions/runs/16422052652
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Fix: Refactor parser config handling and add GraphRAG defaults (#8778)
### What problem does this PR solve?
- Update `get_parser_config` to merge provided configs with defaults
- Add GraphRAG configuration defaults for all chunk methods
- Make raptor and graphrag fields non-nullable in ParserConfig schema
- Update related test cases to reflect config changes
- Ensure backward compatibility while adding new GraphRAG support
- #8396
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Correct cancel logic error
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] Refactoring
Feat: Add model editing functionality with improved UI labels (#8855)
### What problem does this PR solve?
Add edit button for local LLM models
<img width="1531" height="1428" alt="image"
src="https://github.com/user-attachments/assets/19d62255-59a6-4a7e-9772-8b8743101f78"
/>
<img width="1531" height="1428" alt="image"
src="https://github.com/user-attachments/assets/c3a0f77e-cc6b-4190-95a6-13835463428b"
/>
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
---------
Co-authored-by: Liu An <asiro@qq.com>
fix settings global docStoreConn for opensearch (#8885)
### What problem does this PR solve?
fix opensearch OSConnection init.
```
docStoreConn = rag.utils.opensearch_conn.OSConnection()
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Signed-off-by: zhanluxianshen <zhanluxianshen@163.com>
### What problem does this PR solve?
Change document status in bulk.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fixes a function name typo for the `/list` route in
`api/apps/conversation_app.py`.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
fix: use tenant_id of kb to get index name in rm chunk func (#8760)
### What problem does this PR solve?
The rm function in chunk_app.py now takes the index name differently
than other functions, so there will be situations where users can create
and update a chunk but not delete it.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Fix: Increase default `chunk_token_num` from 128 to 512 in parser config (#8753)
### What problem does this PR solve?
Updated the default `chunk_token_num` value in `api_utils.py` and
`validation_utils.py` to 512 to accommodate larger text chunks. Adjusted
corresponding test cases in HTTP and SDK API tests to reflect this
change.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
- Validate dialog name in `dialog_app.py` to ensure it is a non-empty
string and does not exceed 255 bytes in UTF-8 encoding.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Fix the case where pages variable might be None
### What problem does this PR solve?
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Issue #8602
`parser_config.task_page_size` can be defaults to `None` when dataset is
created by API. This was not handled by the `task_executor.py` code thus
`page_size` could sometimes be `None` which will cause issue in line
351.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
- Add comprehensive test suite for chunk operations including:
- Test files for create, list, retrieve, update, and delete chunks
- Authorization tests
- Batch operations tests
- Update test configurations and common utilities
- Validate `important_kwd` and `question_kwd` fields are lists in
chunk_app.py
- Reorganize imports and clean up duplicate code
### Type of change
- [x] Add test cases
### What problem does this PR solve?
Add file management HTTP_API for operating files
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Feat: allow users to choose which MCP tools are enabled (#8519)
### What problem does this PR solve?
Allow users to choose which MCP tools are enabled.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Liu An
Kevin Hu
kuschzzp
wenxuan.zhang
Yongteng Lei
Zhichang Yu
Stephen Hu
Gifford Nowland
Adrian Altermatt
天海蒼灆
湛露先生
haol
He Wang
Can Wang
Fee He