### What problem does this PR solve?
Feat: support operator in/not in for metadata filter. #11376#11378
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Modify the style of your personal center
Add resizable component
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: After saving the model parameters of the chat page, the parameter
disappears. #11500
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
New options for rag server scripts to create the super admin user when
start server.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Zhichang Yu <yuzhichang@gmail.com>
Co-authored-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
Fix: coroutine object has no attribute get
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix:Modify the personal center style #10703
- All form-label font styles are no longer bold
- Menus are not highlighted on first visit to the personal center
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### Description
This PR fixes a bug where Nginx fails to start when using the
`ragflow.https.conf` configuration. The upstream host `ragflow` was not
resolving correctly inside the container context, causing an `[emerg]
host not found` error.
### Changes
- Updated `docker/nginx/ragflow.https.conf`: Changed upstream host from
`ragflow` to `localhost` for both the admin API and the main API.
### Related Issue
Fixes#11453
### Testing
- [x] Enabled HTTPS config in Docker.
- [x] Verified Nginx starts successfully without "host not found"
errors.
- [x] Verified API accessibility.
### What problem does this PR solve?
This PR adds a native Moodle connector to sync content (courses,
resources, forums, assignments, pages, books) into RAGFlow.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
Add auth header for Ollama chat model. #11350
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fix:Resolves the issue of sessions not being saved when the variable is
array<object>.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: Enable logical operators in metadata. #11387#11376
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Ignore chunk size when using custom delimiter.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
- Add whitespace validation to the PDF English text checking regex
- Reduce false negatives in English PDF content recognition
### What problem does this PR solve?
The core idea is to **expand the regex content used for English text
detection** so it can accommodate more valid characters commonly found
in English PDFs. The modifications include:
- Adding support for **space** in the regex.
- Ensuring the update does not reduce existing detection accuracy.
### Type of change
- [✅] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: UI adjustments, replacing private components with public components
- UI adjustments for public components (input, multiselect,
SliderInputFormField)
- Replacing the private LlmSettingFieldItems component in search with
the public LlmSettingFieldItems component
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: Add a loop variable to the loop operator. #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
- Adjust <Input> component a suitable horizontal padding when have
prefix or suffix icon
- Slightly change visual effect of <ThemeSwitch> in admin UI
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: Modify the style of the user center
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
FIx: missing parameters in by_plaintext method for PDF naive mode
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: lih <dev_lih@139.com>
### What problem does this PR solve?
Enriches rich text (links, mentions, equations), flags to-do blocks with
[x]/[ ], captures block-level equations, builds table HTML, downloads
attachments.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Feat: add more chunking method #11311
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
change:
improve multi-column document detection
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: Outputs data is directly synchronized to the canvas without going
through the form. #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Incorrect retrieval total count with pagination enabled.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: incorrect parameter usage #8084
Fix: Optimize edge check #10851
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
issue:
#11293
change:
RagFlow not starting with Postgres DB
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Use array syntax in order to prevent parameter quoting issues. This also
runs the command directly without a bash process, which means signals
(like SIGTERM) will be delivered directly to the server process.
Fixes issue #11390
### What problem does this PR solve?
`${REDIS_PASSWORD}` was not passed correctly, meaning if it was unset or
contains spaces (or shell code!) it was interpreted wrongly.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### 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?
_Briefly describe what this PR aims to solve. Include background context
that will help reviewers understand the purpose of the PR._
### Type of change
- [x] Documentation Update
- [x] Other (please describe):
### What problem does this PR solve?
- Added TCADP Parser configuration fields to PDF, PPT, and spreadsheet
parsing forms
- Implemented support for setting table result type (Markdown/HTML) and
Markdown image response type (URL/Text)
- Updated TCADP Parser to handle return format settings from
configuration or parameters
- Enhanced frontend to dynamically show TCADP options based on selected
parsing method
- Modified backend to pass format parameters when calling TCADP API
- Optimized form default value logic for TCADP configuration items
- Updated multilingual resource files for new configuration options
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fixes#10933
This PR fixes a `TypeError` in the Gemini model provider where the
`total_token_count_from_response()` function could receive a `None`
response object, causing the error:
TypeError: argument of type 'NoneType' is not iterable
**Root Cause:**
The function attempted to use the `in` operator to check dictionary keys
(lines 48, 54, 60) without first validating that `resp` was not `None`.
When Gemini's `chat_streamly()` method returns `None`, this triggers the
error.
**Solution:**
1. Added a null check at the beginning of the function to return `0` if
`resp is None`
2. Added `isinstance(resp, dict)` checks before all `in` operations to
ensure type safety
3. This defensive programming approach prevents the TypeError while
maintaining backward compatibility
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### Changes Made
**File:** `rag/utils/__init__.py`
- Line 36-38: Added `if resp is None: return 0` check
- Line 52: Added `isinstance(resp, dict)` before `'usage' in resp`
- Line 58: Added `isinstance(resp, dict)` before `'usage' in resp`
- Line 64: Added `isinstance(resp, dict)` before `'meta' in resp`
### Testing
- [x] Code compiles without errors
- [x] Follows existing code style and conventions
- [x] Change is minimal and focused on the specific issue
### Additional Notes
This fix ensures robust handling of various response types from LLM
providers, particularly Gemini, w
---------
Signed-off-by: Zhang Zhefang <zhangzhefang@example.com>
### What problem does this PR solve?
Add OceanBase doc engine. Close#5350
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
**Cohere rerank base_url default handling**
- Background: When no rerank base URL is configured, the settings
pipeline was passing an empty string through RERANK_CFG →
TenantLLMService → CoHereRerank, so the Cohere client received
base_url="" and produced “missing protocol” errors during rerank calls.
- What changed: The CoHereRerank constructor now only forwards base_url
to the Cohere client when it isn’t empty/whitespace, causing the client
to fall back to its default API endpoint otherwise.
- Why it matters: This prevents invalid URL construction in the rerank
workflow and keeps tests/sanity checks that rely on the default Cohere
endpoint from failing when no custom base URL is specified.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Co-authored-by: Philipp Heyken Soares <philipp.heyken-soares@am.ai>
### What problem does this PR solve?
Feat: Fixed an issue where modifying fields in the agent operator caused
the loss of structured data. #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
