## Problem
The \`important_kwd\` field in Infinity connector was using mismatched
separators:
- **Storage**: \`list2str(v)\` uses space as default separator
- **Reading**: \`v.split()\` splits by all whitespace
This causes multi-word keywords like \`\"Senior Fund Manager\"\` to be
incorrectly split into \`[\"Senior\", \"Fund\", \"Manager\"]\`.
## Solution
Use comma \`,\` as separator for both storing and reading, consistent
with:
1. The LLM output format in \`keyword_prompt.md\` (\"delimited by
ENGLISH COMMA\")
2. The \`cached.split(\",\")\` in \`task_executor.py\`
## Changes
- \`insert()\`: \`list2str(v)\` → \`list2str(v, \",\")\`
- \`update()\`: \`list2str(v)\` → \`list2str(v, \",\")\`
- \`get_fields()\`: \`v.split()\` → \`v.split(\",\") if v else []\`
## Impact
This bug affects:
- Python-level reranking weight calculation (\`important_kwd * 5\`)
- API response keyword display
- Search precision due to fragmented keywords
### What problem does this PR solve?
Fix: Editing the agent greeting causes the greeting to be continuously
added to the message list. #12635
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
## Summary
Fixes#12520 - Deleted chunks should not appear in retrieval/reference
results.
## Changes
### Core Fix
- **api/apps/chunk_app.py**: Include \doc_id\ in delete condition to
properly scope the delete operation
### Improved Error Handling
- **api/db/services/document_service.py**: Better separation of concerns
with individual try-catch blocks and proper logging for each cleanup
operation
### Doc Store Updates
- **rag/utils/es_conn.py**: Updated delete query construction to support
compound conditions
- **rag/utils/opensearch_conn.py**: Same updates for OpenSearch
compatibility
### Tests
- **test/testcases/.../test_retrieval_chunks.py**: Added
\TestDeletedChunksNotRetrievable\ class with regression tests
- **test/unit/test_delete_query_construction.py**: Unit tests for delete
query construction
## Testing
- Added regression tests that verify deleted chunks are not returned by
retrieval API
- Tests cover single chunk deletion and batch deletion scenarios
### What problem does this PR solve?
Fix regex pattern validation in split_with_pattern (#12605)
- Add try-except block to validate user-provided regex patterns before
use
- Gracefully fallback to single chunk when invalid regex is provided
- Prevent server crash during DOCX parsing with malformed delimiters
## Problem
Parsing DOCX files with custom regex delimiters crashes with `re.error:
nothing to repeat at position 9` when users provide invalid regex
patterns.
Closes#12605
## Solution
Validate and compile regex pattern before use. On invalid pattern, log
warning and return content as single chunk instead of crashing.
## Changes
- `rag/nlp/__init__.py`: Add regex validation in `split_with_pattern()`
function
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Contribution by Gittensor, see my contribution statistics at
https://gittensor.io/miners/details?githubId=42954461
### What problem does this PR solve?
Fixes#12570 - The slicing method dropdown was empty when deploying
RAGFlow v0.23.1 from source code.
The issue occurred because `parser_ids` from the tenant info was empty
or undefined, causing `useSelectParserList` to return an empty array.
This PR adds a fallback to a default parser list when `parser_ids` is
empty, ensuring the dropdown always has options.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---
Contribution by Gittensor, see my contribution statistics at
https://gittensor.io/miners/details?githubId=94194147
### What problem does this PR solve?
Feat: Hash doc id to avoid duplicate name.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
## Description
Fixes connection error handling when langfuse service is unavailable.
The application now gracefully handles connection failures instead of
crashing.
## Changes
- Wrapped `langfuse.auth_check()` calls in try-except blocks in:
- `api/db/services/dialog_service.py`
- `api/db/services/tenant_llm_service.py`
## Problem
When langfuse service is unavailable or connection is refused,
`langfuse.auth_check()` throws `httpx.ConnectError: [Errno 111]
Connection refused`, causing the application to crash during document
parsing or dialog operations.
## Solution
Added try-except blocks around `langfuse.auth_check()` calls to catch
connection errors and gracefully skip langfuse tracing instead of
crashing. The application continues functioning normally even when
langfuse is unavailable.
## Related Issue
Fixes#12621
---
Contribution by Gittensor, see my contribution statistics at
https://gittensor.io/miners/details?githubId=158349177
### What problem does this PR solve?
Fix: Fix the styles of the multi-select component and the filter pop-up.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fixes#12604 - DOCX files containing hyperlinks to internal bookmarks
(e.g., `#_文档目录`) cause a `KeyError` during parsing:
```
KeyError: "There is no item named 'word/#_文档目录' in the archive"
```
This happens because python-docx incorrectly tries to read internal
bookmark references as files from the ZIP archive. Internal bookmarks
are relationship targets starting with `#` and are not actual files.
This PR extends the existing `load_from_xml_v2` workaround (which
already handles `NULL` targets) to also skip relationship targets
starting with `#`.
Related upstream issue:
https://github.com/python-openxml/python-docx/issues/902
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---
Contribution by Gittensor, see my contribution statistics at
https://gittensor.io/miners/details?githubId=94194147
### Issue
When using Qwen3 models (`qwen3-32b`, `qwen3-max`) through the
Tongyi-Qianwen provider for non-streaming calls (e.g., knowledge graph
generation), the API fails with:
Closes#12424
```
parameter.enable_thinking must be set to false for non-streaming calls
```
### Root Cause
In `LiteLLMBase.async_chat()`, the `extra_body={"enable_thinking":
False}` was set in `kwargs` but never forwarded to
`_construct_completion_args()`.
### What problem does this PR solve?
Pass merged kwargs to `_construct_completion_args()` using
`**{**gen_conf, **kwargs}` to safely handle potential duplicate
parameters.
### Changes
- `rag/llm/chat_model.py`: Forward kwargs containing `extra_body` to
`_construct_completion_args()` in `async_chat()`
_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] Bug Fix (non-breaking change which fixes an issue)
Contribution by Gittensor, see my contribution statistics at
https://gittensor.io/miners/details?githubId=42954461
### What problem does this PR solve?
This PR adds a dedicated HTTP benchmark CLI for RAGFlow chat and
retrieval endpoints so we can measure latency/QPS.
### Type of change
- [x] Documentation Update
- [x] Other (please describe): Adds a CLI benchmarking tool for
chat/retrieval latency/QPS
---------
Co-authored-by: Liu An <asiro@qq.com>
### What problem does this PR solve?
Fix: Unable to copy category node. #12607
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
This PR eliminates unnecessary debug print statements that were left in
hot paths of the codebase.
### Type of change
- [x] Refactoring
### What problem does this PR solve?
This PR adds missing HTTP API test coverage for dataset
graph/GraphRAG/RAPTOR tasks, metadata summary, chat completions, agent
sessions/completions, and related questions. It also introduces minimal
HTTP test helpers to exercise these endpoints consistently with the
existing suite.
### Type of change
- [x] Other (please describe): Test coverage (HTTP API tests)
---------
Co-authored-by: Liu An <asiro@qq.com>
### What problem does this PR solve?
Updates pre-existing HTTP API and SDK tests to align with current
backend behavior (validation errors, 404s, and schema defaults). This
ensures p3 regression coverage is accurate without changing production
code.
### Type of change
- [x] Other (please describe): align p3 HTTP/SDK tests with current
backend behavior
---------
Co-authored-by: Liu An <asiro@qq.com>
### What problem does this PR solve?
Wrong input trace in Category component
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
When there are multiple users, parsing a document for a new user can
trigger the reuse of column objects, leading to the error
`sqlalchemy.exc.ArgumentError: Column object 'id' already assigned to
Table xxx`.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: The MetadataFilterConditions component supports adding values
via search.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Previously, we added support for previewing PPT and PPTX files in the
backend. Now, we are adding it to the frontend, so when the slides in
the chat interface are referenced, they will no longer be blank.
### Type of change
- Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Add uv-aarch64-unknown-linux-gnu.tar.gz to support building ARM64 Docker
images.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Co-authored-by: Liu An <asiro@qq.com>
### What problem does this PR solve?
Feat: Exported Agent JSON Should Include Conversation Variables
Configuration #11796
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fix image not displaying thumbnails when using pipeline.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix zip extraction vulnerabilities:
- Block symlink entries in zip files.
- Reject encrypted zip entries.
- Prevent absolute path attacks (including Windows paths).
- Block path traversal attempts (../).
- Stop zip slip exploits (directory escape).
- Use streaming for memory-safe file handling.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Otherwise, slide files cannot be opened in Chat module
### What problem does this PR solve?
Backend Reason (API): In the api/utils/web_utils.py file of the backend,
the CONTENT_TYPE_MAP dictionary is missing ppt and pptx.
MIME type mapping. This means that when the frontend requests a PPTX
file, the backend cannot correctly inform the browser that it is a PPTX
file, resulting in the file being displayed incorrectly.
Type identification error.
### Type of change
- Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Fixes#12440
### What problem does this PR solve?
The current implementation uses `python3 -m pip` which can fail in
certain environments. This change leverages `uv pip install` instead,
which aligns with the project's existing tooling.
### Type of change
- Removed the ensurepip line (not needed since uv manages pip)
- Changed python3 to "$PY" for consistency with the rest of the script
- Changed python3 -m pip install to uv pip install
Co-authored-by: Gongzi <gongzi@192.168.0.100>
### What problem does this PR solve?
1. PaddleOCR PDF parser supports thumnails and positions.
2. Add FAQ documentation for PaddleOCR PDF parser.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Trailing white-spaces in commit 6814ace1aa
got automatically trimmed by code editor may causes documentation
typesetting broken.
Mostly for double spaces for soft line breaks.
### Type of change
- [x] Documentation Update
### What problem does this PR solve?
Feat: Enhanced metadata functionality
- Metadata filtering supports searching.
- Values can be directly modified.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fix:Automatically enable metadata and optimize parser dialog logic
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
- API server
- Ingestion server
- Data sync server
- Admin server
### Type of change
- [x] Refactoring
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
Add multi-architecture support for Sandbox
Updated Dockerfile to support multiple architectures for Docker Sandbox
installation.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
As title
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [x] Other (please describe): CI
### What problem does this PR solve?
Add PaddleOCR as a new PDF parser.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Support OpenAPI interface description.
The issue of not supporting the Swagger interface after upgrading the
system framework from Flask to Quart has been resolved.
Resolved https://github.com/infiniflow/ragflow/issues/5264
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: puhaiyang <“761396462@qq.com”>
### What problem does this PR solve?
Move memory and message apis to /api, and add sdk support.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Feat: The translation model type options should be consistent with the
model's labels. #1036
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
