### 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)
### What problem does this PR solve?
Users currently can’t view `git checkout v0.22.1` directly. They need to
scroll the code block all the way to the right to see it.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: If a query variable in a data manipulation operator is deleted, a
warning message should be displayed to the user. #10427#11255
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Feat: The key for the begin operator can only contain alphanumeric
characters and underscores. #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Feat: Structured data will still be stored in outputs for compatibility
with older versions. #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Feat: Set the outputs type of list operation. #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fix: bbox not included in mineru output #11315
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Add Gemini 3 Pro preview.
Change `GenerativeModel` to `genai`.
### 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?
Fix: Fixed an issue where variable aggregation operators could not be
connected to other operators. #10427
### 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): Update version info
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
Feat: Display variables in the variable assignment node. #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
issue:
https://github.com/infiniflow/ragflow/issues/10427
change:
new component variable assigner
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Feat: Add a switch to control the display of structured output to the
agent form. #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### 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?
Fix: manual parser with mineru #11320
Fix: missing parameter in mineru #11334
Fix: add outlines parameter for pdf parsers
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: add describe_image_with_prompt for ZHIPU AI #11289
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: Fixed the issue where form data assigned by variables was not
updated in real time. #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
There's a typo in `entrypoint.sh` on line 74: the case statement uses
`--disable-datasyn)` (missing the 'c'), while the usage function and
documentation correctly show `--disable-datasync` (with the 'c'). This
mismatch causes the `--disable-datasync` flag to be unrecognized,
triggering the usage message and causing containers to restart in a loop
when this flag is used.
**Background:**
- Users following the documentation use `--disable-datasync` in their
docker-compose.yml
- The entrypoint script doesn't recognize this flag due to the typo
- The script calls `usage()` and exits, causing Docker containers to
restart continuously
- This makes it impossible to disable the data sync service as intended
**Example scenario:**
When a user adds `--disable-datasync` to their docker-compose command
(as shown in examples), the container fails to start properly because
the argument isn't recognized.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### Proposed Solution
Fix the typo on line 74 of `entrypoint.sh` by changing:
```bash
--disable-datasyn)
```
to:
```bash
--disable-datasync)
```
This matches the spelling used in the usage function (line 9 and 13) and
allows the flag to work as documented.
### Changes Made
- Fixed typo in `entrypoint.sh` line 74: changed `--disable-datasyn)` to
`--disable-datasync)`
- This ensures the argument matches the documented flag name and usage
function
---
**Code change:**
```bash
# Line 74 in entrypoint.sh
# Before:
--disable-datasyn)
ENABLE_DATASYNC=0
shift
;;
# After:
--disable-datasync)
ENABLE_DATASYNC=0
shift
;;
```
This is a simple one-character fix that resolves the argument parsing
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?
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?
Fix: Fixed an issue where adding session variables multiple times would
overwrite them.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### 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)
Co-authored-by: Jason <ggbbddjm@gmail.com>
### What problem does this PR solve?
Feat: Construct a dynamic variable assignment form #10427
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fix: concat images in word document. Partially solved issues in #11063
### 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)
… user center.
### What problem does this PR solve?
Fix: Fixed the issue of not being able to select the time zone in the
user center.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
