### What problem does this PR solve?
Support uploading encrypted files to object storage.
### 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?
Refactor metadata filter.
### 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?
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?
Manage and display memory datasets.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### 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'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?
- typos
- IDE warnings
### Type of change
- [x] Refactoring
---------
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/)
### What problem does this PR solve?
This Pull Request introduces native support for Google Cloud Storage
(GCS) as an optional object storage backend.
Currently, RAGFlow relies on a limited set of storage options. This
feature addresses the need for seamless integration with GCP
environments, allowing users to leverage a fully managed, highly
durable, and scalable storage service (GCS) instead of needing to deploy
and maintain third-party object storage solutions. This simplifies
deployment, especially for users running on GCP infrastructure like GKE
or Cloud Run.
The implementation uses a single GCS bucket defined via configuration,
mapping RAGFlow's internal logical storage units (or "buckets") to
folder prefixes within that GCS container to maintain data separation.
This architectural choice avoids the operational complexities associated
with dynamically creating and managing unique GCS buckets for every
logical unit.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Rename function and refactor log message
### Type of change
- [x] Refactoring
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
Add metadata from moodle data source.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Feat: add mineru auto installer
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Try to make this more asynchronous. Verified in chat and agent
scenarios, reducing blocking behavior. #11551, #11579.
However, the impact of these changes still requires further
investigation to ensure everything works as expected.
### Type of change
- [x] Refactoring
### 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] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
To solve the problem of error reporting caused by type errors when
various types of exception returns are triggered
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
- Update sync data source to handle metadata properly
### 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?
This PR adds webdav storage as data source for data sync service.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### Type of change
* [x] New Feature (non-breaking change which adds functionality)
Add support for Virtual Hosted Style and Path Style URL addressing in
S3_COMPATIBLE storage connector. Default to Virtual Hosted Style for
better compatibility with COS and other S3-compatible services.
- Add addressing_style field to credentials (virtual/path)
- Update frontend form with selection dropdown
- Add validation and tooltips for S3 Compatible endpoint URL
<img width="703" height="875" alt="image"
src="https://github.com/user-attachments/assets/af5ba7ca-f160-47fa-8ba1-32eace8f5fdf"
/>
<img width="1620" height="788" alt="image"
src="https://github.com/user-attachments/assets/6012b5ce-8bcb-478e-a9cb-425f886d5046"
/>
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### 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?
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?
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?
PR for implementing s3 compatible storage units #11240
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Add fault-tolerant mechanism to RAPTOR.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Confluence cannot retrieve updated files。
### 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?
GraghRAG handle cancel gracefully. #10997.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
1. Move EMBEDDING_CFG to common.globals
2. Fix error imports
3. Move signal handles to common/signal_utils.py
### Type of change
- [x] Refactoring
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
