### What problem does this PR solve?
Add DeepseekV3.2 of Tongyi-Qianwen and remove unused code
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
change：
async issue and sensitive logging
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Retrieval metadata filtering adds semi-automatic mode, and users can
manually check the metadata key that participates in LLM to generate
filter conditions.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
This PR fixes a startup crash in the data_sync_0 service caused by an
incorrect asyncio.run call. The main coroutine was being passed as a
function reference instead of being invoked, which raised:
`ValueError: a coroutine was expected, got <function main ...>
`
What I changed
- Updated the entrypoint in sync_data_source.py to correctly invoke the
coroutine with `asyncio.run(main())`.
Testing
- No tested.
Related Issue
Fixes https://github.com/infiniflow/ragflow/issues/11878
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
MinerU new version supports for the new backend
vlm-mlx-engine，https://github.com/opendatalab/MinerU .
### Type of change
- [ x ] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Add metadata condition in document list.
Add metadata bulk update.
Add metadata summary.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
- [x] Documentation Update
### What problem does this PR solve?
Fix RuntimeError when calling mindmap endpoint by converting
`gen_mindmap()` to async function and using `await` instead of
`asyncio.run()`.
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
Feat: Add configuration for webhook to the begin node. #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Enhance OBConnection.search for better performance. Main changes:
1. Use string type of vector array in distance func for better parsing
performance.
2. Manually set max_connections as pool size instead of using default
value.
3. Set 'fulltext_search_columns' when starting.
4. Cache the results of the table existence check (we will never drop
the table).
5. Remove unused 'group_results' logic.
6. Add the `USE_FULLTEXT_FIRST_FUSION_SEARCH` flag, and the
corresponding fusion search SQL when it's false.
### Type of change
- [x] Performance Improvement
### What problem does this PR solve?
Fix:Modify the name of the Overlapped percent field
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Manage and display memory datasets.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
The docker version(24.0.7) installed in the executor manager image is
incompatible with the latest stable docker (29.1.3). The minmum api
v29.1.3 can use is 1.4.4 api version, but 24.0.7 uses api version 1.4.3.
### Type of change
- [X] Other (please describe):
This could break things for people who still have an old docker
installed on their system. A better approach could be a setting to share
### What problem does this PR solve?
Fix: duplicate output by async_chat_streamly
Refact: revert manual modification
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] Refactoring
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
Treat MinerU as an OCR model.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
- [x] Refactoring
### What problem does this PR solve?
Fix: The variables in the message node are not displaying correctly.
#11839
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
- Add complete Italian translation file with all UI sections
- Register Italian in LanguageAbbreviation enum and language maps
- Configure Italian translation in i18n config
- Add Italiano to language selector dropdown
### Type of change
- [x] Other (please describe):
## What
Added complete Italian language translation support to RAGFlow
## Changes
- Added comprehensive Italian translation file
([it.ts](ragflow/web/src/locales/it.ts:0:0-0:0)) with all UI sections
(1239 lines)
- Registered Italian in `LanguageAbbreviation` enum and all language
maps
- Configured Italian translation in i18n configuration
- Added "Italiano" to language selector dropdown
## Impact
- Italian users can now use RAGFlow in their native language
- All major UI components are translated including:
- Login/registration screens
- Knowledge base management
- Chat interface
- Settings and configuration
- Admin console
- Error messages and notifications
## Testing
- Verified all translation keys are present
- Confirmed language selector shows "Italiano" correctly
- Tested that no translation keys are missing
- All UI sections properly translated
Co-authored-by: PentaFrame <info@pentaframe.it>
## What changes were proposed in this pull request?
Added a return statement after the successful completion of the async
for loop in async_chat_streamly.
## Why are the changes needed?
Previously, the code lacked a break/return mechanism inside the try
block. This caused the retry loop (for attempt in range...) to continue
executing even after the LLM response was successfully generated and
yielded, resulting in duplicate requests (up to max_retries times).
## Does this PR introduce any user-facing change?
No (it fixes an internal logic bug).
### What problem does this PR solve?
Feature: Memory interface integration testing
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Migrate CV model chat to Async. #11750
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] Refactoring
## What's changed
fix: unify embedding model fallback logic for both TEI and non-TEI
Docker deployments
> This fix targets **Docker / `docker-compose` deployments**, ensuring a
valid default embedding model is always set—regardless of the compose
profile used.
## Changes
| Scenario | New Behavior |
|--------|--------------|
| **Non-`tei-` profile** (e.g., default deployment) | `EMBEDDING_MDL` is
now correctly initialized from `EMBEDDING_CFG` (derived from
`user_default_llm`), ensuring custom defaults like `bge-m3@Ollama` are
properly applied to new tenants. |
| **`tei-` profile** (`COMPOSE_PROFILES` contains `tei-`) | Still
respects the `TEI_MODEL` environment variable. If unset, falls back to
`EMBEDDING_CFG`. Only when both are empty does it use the built-in
default (`BAAI/bge-small-en-v1.5`), preventing an empty embedding model.
|
## Why This Change?
- **In non-TEI mode**: The previous logic would reset `EMBEDDING_MDL` to
an empty string, causing pre-configured defaults (e.g., `bge-m3@Ollama`
in the Docker image) to be ignored—leading to tenant initialization
failures or silent misconfigurations.
- **In TEI mode**: Users need the ability to override the model via
`TEI_MODEL`, but without a safe fallback, missing configuration could
break the system. The new logic adopts a **“config-first,
env-var-override”** strategy for robustness in containerized
environments.
## Implementation
- Updated the assignment logic for `EMBEDDING_MDL` in
`rag/common/settings.py` to follow a unified fallback chain:
EMBEDDING_CFG → TEI_MODEL (if tei- profile active) → built-in default
## Testing
Verified in Docker deployments:
1. **`COMPOSE_PROFILES=`** (no TEI)
→ New tenants get `bge-m3@Ollama` as the default embedding model
2. **`COMPOSE_PROFILES=tei-gpu` with no `TEI_MODEL` set**
→ Falls back to `BAAI/bge-small-en-v1.5`
3. **`COMPOSE_PROFILES=tei-gpu` with `TEI_MODEL=my-model`**
→ New tenants use `my-model` as the embedding model
Closes#8916fix#11522fix#11306
### What problem does this PR solve?
Our HTTP wrapper still passed proxies to httpx.Client/AsyncClient, which
expect proxy. As a result, configured proxies were ignored and calls
could fail with ValueError("Failed to fetch OIDC metadata:
Client.__init__() got an unexpected keyword argument 'proxies'"). This
PR switches to the correct proxy kwarg so proxies are honored and the
runtime error is resolved.
### Type of change
- [X] Bug Fix (non-breaking change which fixes an issue)
---
Contribution during my time at RAGcon GmbH.
### What problem does this PR solve?
Fix: Changed 'HightLightMarkdown' to 'HighLightMarkdown', and replaced
the private component with a public component.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Default start admin when start with docker-compose.yml
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
This commit resolves an incorrect import path for `ToastProps` and
`ToastActionElement` types within the `use-toast.tsx` hook.
The current path, `@/registry/default/ui/toast`, does not reflect the
actual file location in this repository.
The import in `src/components/hooks/use-toast.tsx` has been updated from
`@/registry/default/ui/toast` to the correct alias path:
`@/components/ui/toast`.
This ensures the types are resolved correctly and the codebase remains
clean and functional.
### What problem does this PR solve?
Features: Memory page rendering and other bug fixes
- Rendering of the Memory list page
- Rendering of the message list page in Memory
- Fixed an issue where the empty state was incorrectly displayed when
search criteria were applied
- Added a web link for the API-Key
- modifying the index_mode attribute of the Confluence data source.
### 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?
When a script has a block like this at the top, then uv run
download_deps.py ignores the [project].dependencies in pyproject.toml
and only uses that dependencies = [...] list.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Cleanup synchronous functions in chat_model and implement
synchronization for conversation and dialog chats.
### Type of change
- [x] Refactoring
- [x] Performance Improvement
### What problem does this PR solve?
- typos
- IDE warnings
### Type of change
- [x] Refactoring
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
-Add Api for download "message" component output's file
-Change the attachment output type check from tuple to
dictionary,because 'attachement' is not instance of tuple
-Update the message type to message_end to avoid the problem that
content does not send an error message when the message type is ans
["data"] ["content"]
### 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?
Fillup component return value not object
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
This PR addresses **two independent issues** encountered when using the
MinerU engine in Ragflow:
1. **MinerU API output path mismatch for non-ASCII filenames**
MinerU sanitizes the root directory name inside the returned ZIP when
the original filename contains non-ASCII characters (e.g., Chinese).
Ragflow's client-side unzip logic assumed the original filename stem and
therefore failed to locate `_content_list.json`.
This PR adds:
* root-directory detection
* fallback lookup using sanitized names
* a broadened `_read_output` search with a glob fallback
ensuring output files are consistently located regardless of filename
encoding.
2. **Chunker crash due to tuple-structure mismatch in manual mode**
Some parsers (e.g., MinerU / Docling) return **2-tuple sections**, but
Ragflow’s chunker expects **3-tuple sections**, leading to:
`ValueError: not enough values to unpack (expected 3, got 2)`
This PR normalizes all sections to a uniform structure `(text, layout,
positions)`:
* parse position tags when present
* default to empty positions when missing
preserving backward compatibility and preventing crashes.
### Type of change
* [x] Bug Fix (non-breaking change which fixes an issue)
[#11136](https://github.com/infiniflow/ragflow/issues/11136)
[#11700](https://github.com/infiniflow/ragflow/issues/11700)
[#11620](https://github.com/infiniflow/ragflow/issues/11620)
[#11701](https://github.com/infiniflow/ragflow/pull/11701)
we need your help [yongtenglei](https://github.com/yongtenglei)
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
The document metadata cache is built using the list documents endpoint
with default pagination parameters of page=1, page_size=3. This means
when using the MCP server to search a dataset, only chunks which come
from the first 30 documents in the dataset will have metadata returned.
Issue described in more detail here
https://github.com/infiniflow/ragflow/issues/11533
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Co-authored-by: Giles Lloyd <giles.af.lloyd@gmail.com>
### What problem does this PR solve?
Fix: Newly added models to OpenAI-API-Compatible are not displayed in
the LLM dropdown menu in a timely manner. #11774
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: Users can chat directly without first creating a conversation.
#11768
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
As title
### Type of change
- [x] Other (please describe):
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
When there are multiple files with the same name the file would just
duplicate, making it hard to distinguish between the different files.
Now if there are multiple files with the same name, they will be named
after their folder path in the webdav storage unit.
The same could be done for the other connectors, too, since most of them
will have similars issues, when iterating through the folder paths.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Contribution by RAGcon GmbH, visit us [here](https://www.ragcon.ai/)
## Problem
The SDK API endpoint `DELETE /datasets/{dataset_id}/chunks` only updates
database status but does not send cancellation signal via Redis, causing
background parsing tasks to continue and eventually complete (status
becomes DONE instead of CANCEL).
## Root Cause
The SDK endpoint was missing the `cancel_all_task_of(id)` call that the
web API
([api/apps/document_app.py](cci:7://file:///d:/workspace1/ragflow-admin/api/apps/document_app.py:0:0-0:0))
uses to properly stop background tasks.
## Solution
Added `cancel_all_task_of(id)` call in the
[stop_parsing](cci:1://file:///d:/workspace1/ragflow/api/apps/sdk/doc.py:785:0-855:23)
function to send cancellation signal via Redis, consistent with the web
API behavior.
## Related Issue
Fixes#11745
Co-authored-by: tedhappy <tedhappy@users.noreply.github.com>
