### What problem does this PR solve?
Fixes Infinity-specific API regressions: preserves ```important_kwd```
round‑trip for ```[""]```, restores required highlight key in retrieval
responses, and enforces Infinity guards for unsupported
```parser_id=tag``` and pagerank in ```/v1/kb/update```. Also removes a
slow/buggy pandas row-wise apply that was throwing ```ValueError``` and
causing flakiness.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fixes web API behavior mismatches that caused test failures by
normalizing error responses, tightening validations, correcting error
messages, and closing upload file handles.
### 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?
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?
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?
Fix: add multimodel models in chat api #11986
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
change:
Enhance delta streaming in chat functions for improved reasoning and
content handling
### Type of change
- [x] Refactoring
### What problem does this PR solve?
when a kb contains many documents, say 50000, and the retrieval is only
made against some kb without specifying any doc ids, the query for all
docs from the db is not necessary, and can be omitted to improve
performance.
### Type of change
- [x] Performance Improvement
### What problem does this PR solve?
Use task save function for add_message api, and added http API document.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] Documentation Update
### What problem does this PR solve?
Display agent name for extract messages
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Adapt to ',' joined arg list in get method url.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Try handle authorization as api-token when jwt load failed.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Add task status for raw message, and move extract message as a nested
property under raw message
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
change:
initialize webhook configuration in webhook function
remove debug print statement from airtable_connector
remove redundant uuid import in imap_connector
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
This PR removes a duplicated assignment of `tag_feas` in the
`@manager.route('/create')` API handler located in
`api/apps/chunk_app.py`.
The same conditional block was unintentionally repeated twice, which had
no
functional impact but reduced code readability and maintainability.
This change eliminates the redundancy while preserving existing
behavior.
### Type of change
- [x] Refactoring
Co-authored-by: 김경만 <kmkim7@humaxit.com>
## Summary
Fixes#12311
Changes the `reference` field initialization from `[{}]` to `[]` in
session creation.
### Problem
When creating a session via the SDK API, the `reference` field was
incorrectly initialized as `[{}]`. This caused:
- First dialogue round: Empty reference
- Second dialogue round: Reference pointing to first round's data
- Overall misalignment between dialogue rounds and their references
### Solution
Changed the initialization to `[]` (empty list), which:
- Matches the `Conversation` model's expected default
- Ensures references grow correctly one-to-one with assistant responses
- Aligns with the service layer's expectations
### Testing
After applying this fix:
1. Create a session via `POST /api/v1/chats/{conversation_id}/sessions`
2. Send multiple questions via `POST
/api/v1/chats/{conversation_id}/completions`
3. View the conversation on web - references should now align correctly
with each dialogue round
### What problem does this PR solve?
Judge index exist before delete memory message.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Description:
Fixed an issue where deleting an API token would fail because it was
incorrectly using current_user.id as the tenant_id instead of querying
the actual tenant ID from UserTenantService.
Changes:
Updated rm() endpoint to fetch the correct tenant_id from
UserTenantService before deleting the API token
Added proper error handling with try/except block
Code style cleanup: consistent quote usage and formatting
Related Issue: #3045https://github.com/infiniflow/ragflow/issues/3045
Co-authored-by: Mardani, Ramin <ramin.mardani@sscinc.com>
### What problem does this PR solve?
Fixes a bug in the `rm_chunk` SDK interface where an `UnboundLocalError`
could
occur if `chunk_ids` is not provided in the request.
- `unique_chunk_ids` and `duplicate_messages` are now always initialized
in the `else` branch when `chunk_ids` is missing.
- API behavior remains unchanged when `chunk_ids` is present.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Modifying a document’s parser config previously left behind obsolete
chunk images. If the dataset isn’t manually deleted, these images
accumulate and waste storage. This PR fixes the issue by automatically
removing associated images when the parser config changes.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Judge retrieval from in retrieval component, and fix bug in message
component
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Manage message and use in agent.
Issue #4213
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Supports filter documents by empty metadata
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Add document metadata setting.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Co-authored-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
Fix: /kb/update does not update FileService
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
change：
enhance webhook response to include status and success fields and
simplify ReAct agent
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
1. Refactor implementation of add_llm
2. Add speech to text model.
### Type of change
- [x] Refactoring
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
Document list and filter supports metadata filtering.
**OR within the same field, AND across different fields**
Example 1 (multi-field AND):
```markdown
Doc1 metadata: { "a": "b", "as": ["a", "b", "c"] }
Doc2 metadata: { "a": "x", "as": ["d"] }
Query:
metadata = {
"a": ["b"],
"as": ["d"]
}
Result:
Doc1 matches a=b but not as=d → excluded
Doc2 matches as=d but not a=b → excluded
Final result: empty
```
Example 2 (same field OR):
```markdown
Doc1 metadata: { "as": ["a", "b", "c"] }
Doc2 metadata: { "as": ["d"] }
Query:
metadata = {
"as": ["a", "d"]
}
Result:
Doc1 matches as=a → included
Doc2 matches as=d → included
Final result: Doc1 + Doc2
```
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Chats completions API supports metadata filtering.
### 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/10427https://github.com/infiniflow/ragflow/issues/8115
change:
- Support for Multiple HTTP Methods (POST / GET / PUT / PATCH / DELETE /
HEAD)
- Security Validation
1. max_body_size
2. IP whitelist
3. rate limit
4. token / basic / jwt authentication
- File Upload Support
- Unified Content-Type Handling
- Full Schema-Based Extraction & Type Validation
- Two Execution Modes: Immediately / Streaming
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Trace information can be returned by the agent completion API.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
