### What problem does this PR solve?
Sometimes, the **s** in **chunks (s, a)** is an empty string. This
causes the condition **if s and len(a) > 0** in the line **chunks = [(s,
a) for s, a in chunks if s and len(a) > 0]** to fail, which changes the
length of the new chunks. As a result, the final assertion **assert
len(chunks) - end == n_clusters, "{} vs. {}".format(len(chunks) - end,
n_clusters)** fails and raises a confusing error like 7 vs. 8
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
Fix: In the dark night theme, the message input box is not displayed correctly. #6950 (#6951)
### What problem does this PR solve?
Fix: In the dark night theme, the message input box is not displayed
correctly. #6950
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Fix: incorrect total chunks count in retrieval function after similarity filtering (#6741) (#6932)
### Related Issue:
https://github.com/infiniflow/ragflow/issues/6741
### Environment:
Using nightly version
Commit version:
[[6051abb](6051abb4a3)]
### Bug Description:
The retrieval function in rag/nlp/search.py returns the original total
chunks number
even after chunks are filtered by similarity_threshold. This creates
inconsistency
between the actual returned chunks and the reported total.
### Changes Made:
Added code to count how many search results actually meet or exceed the
configured similarity threshold
Positioned the calculation after the doc_ids conditional logic to ensure
special cases are handled correctly
Updated the ranks["total"] value to store this filtered count instead of
using the raw search result count
Using NumPy leverages optimized C-level batch operations to optimize
speed
Feat: Add translation text to the prompt word of the generate operator to distinguish it from the prompt word of the knowledge base #6934 (#6935)
### What problem does this PR solve?
Feat: Add translation text to the prompt word of the generate operator
to distinguish it from the prompt word of the knowledge base #6934
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Added similarity scores in reference chunks (#6918)
- Returning 3 similarity scores to the chat completion's `reference`
field. It gives the user more transparency and added flexibility to
display/rerank the reference when needed
Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
### What problem does this PR solve?
Fix: remove deprecated KB updating `permission` field. #6911
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Fix: local variable referenced before assignment (#6909)
### What problem does this PR solve?
Fix: local variable referenced before assignment. #6803
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
resolve this issue：https://github.com/infiniflow/ragflow/issues/6876
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: wenju.li <wenju.li@deepctr.cn>
fix Conversation roles must alternate user/assistant/user/assistant/... bug (#6880)
### What problem does this PR solve?
The old logic filters out all assistant messages from messages, which,
in multi-turn conversations, results in only user messages being
retained. This leads to an error in locally deployed models:
Conversation roles must alternate user/assistant/user/assistant/...
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
### What problem does this PR solve?
Feat: Install sonner library #3221
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Fix: handle waiting tasks when upstream is switch/categorize/relevant and normal path fails (#6874)
### What problem does this PR solve?
Fix the issue where waiting tasks couldn't be processed when upstream
components were "switch", "categorize", or "relevant" and the normal
processing path couldn't continue.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
Feat: add primitive support for function calls (#6840)
### What problem does this PR solve?
This PR introduces **primitive support for function calls**,
enabling the system to handle basic function call capabilities.
However, this feature is currently experimental and **not yet enabled
for general use**, as it is only supported by a subset of models,
namely, Qwen and OpenAI models.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
fix: add exception handling for get_by_id method (#6861)
### What problem does this PR solve?
Fixes #6548
Add exception handling to prevent exceptions from propagating back to
the web, which may lead to failure in displaying conversation content.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
Co-authored-by: cm <caiming@sict.ac.cn>
Fix:When parsing documents with graph, an error occurred:[ERROR][Exception]: 'method' (#6836)
[When parsing documents with graph, an error
occurred:[ERROR][Exception]: 'method']
(https://github.com/infiniflow/ragflow/issues/6835)
### What problem does this PR solve?
Close #6786
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
Co-authored-by: cm <caiming@sict.ac.cn>
### What problem does this PR solve?
This PR addresses the build and dependency issues faced by developers in
regions with poor connectivity to official Ubuntu repositories and
standard dependency sources. Currently, developers in these regions
experience slow or failed Docker builds and dependency downloads,
significantly impacting development efficiency.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
The changes include:
1. Modified Dockerfile to use alternative Ubuntu mirrors with better
connectivity in affected regions
2. Added a new script (download_deps_CN.py) that provides
region-specific alternative download links for dependencies
### What problem does this PR solve?
#6731#6722
_Briefly describe what this PR aims to solve. Include background context
that will help reviewers understand the purpose of the PR._
### Type of change
- [ ] Documentation Update
---------
Co-authored-by: Zhichang Yu <yuzhichang@gmail.com>
Feat: Load the dialog page, prohibit calling the dialog/get interface #6798 (#6799)
### What problem does this PR solve?
Feat: Load the dialog page, prohibit calling the dialog/get interface
#6798
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Fix: missing redis pvc storageclass in helm (#6788)
fix redis pvc in helm deployment
### 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] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
add openai agent
_Briefly describe what this PR aims to solve. Include background context
that will help reviewers understand the purpose of the PR._
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
Feat: Clarify the use of OpenAI-API-compatible #6782 (#6783)
### What problem does this PR solve?
Feat: Clarify the use of OpenAI-API-compatible #6782
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Fix: Handle the case of deleting empty blocks. Update the relevant message (#6643)
…gic to return the correct deletion message. Add handling for empty
arrays to ensure no errors occur during the deletion operation. Update
the test cases to verify the new logic.
### What problem does this PR solve?
fix this bug：https://github.com/infiniflow/ragflow/issues/6607
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: wenju.li <wenju.li@deepctr.cn>
Docs(api): align default values in create chat assistant HTTP API dos with implementation (#6764)
### What problem does this PR solve?
align default values in create chat assistant HTTP API dos with
implementation.
llm.presence_penalty 0.2 -> 0.4
prompt.top_n 8->6
### Type of change
- [x] Documentation Update
### What problem does this PR solve?
Fix: Issue with Markdown Code Blocks Breaking Frontend Layout #5789
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Fix: Change the field name of the document ID from "documents" to "do… (#6753)
…cument_ids" to maintain consistency.
### What problem does this PR solve?
Close #6752
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Co-authored-by: wenju.li <wenju.li@deepctr.cn>
Fix: The file upload prompt indicates "No authorization." #6516 (#6756)
### What problem does this PR solve?
Fix: The file upload prompt indicates "No authorization." #6516
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Fix: Using the Enter key does not send a complete message #6754 (#6755)
### What problem does this PR solve?
Fix: Using the Enter key does not send a complete message #6754
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
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Kevin Hu
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