### What problem does this PR solve?
Fixes a bug in the Asana connector where providing `Project IDs` caused
sync to fail with:
`project_membership: Not a recognized ID: <PROJECT_GID>`
Root cause: the connector called `get_project_membership(project_gid)`,
but that API expects a **project membership gid**, not a **project
gid**.
This PR switches to the correct project-scoped API and adds regression
tests.
Fixes: [#13669](https://github.com/infiniflow/ragflow/issues/13669)
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### Changes made
- Updated `common/data_source/asana_connector.py`:
- Replaced `get_project_membership(pid, ...)` with
`get_project_memberships_for_project(pid, ...)`
- Trimmed and filtered `asana_project_ids` parsing to avoid
empty/whitespace IDs
- Normalized `asana_team_id` by trimming whitespace
- Used safer access for membership email extraction (`m.get("user")`)
- Added `test/unit_test/common/test_asana_connector.py`:
- Verifies the correct project-membership API method is called
- Verifies empty `project_ids` path returns workspace emails
- Verifies project/team input normalization behavior
### Compatibility / risk
- Non-breaking bug fix
- No API contract changes
- Existing behavior for empty `Project IDs` remains unchanged
### What problem does this PR solve?
Implement GetChunk() in Infinity in GO
Add cli:
GET CHUNK 'XXX';
LIST CHUNKS OF DOCUMENT 'XXX';
### Type of change
- [x] Refactoring
### What problem does this PR solve?
Go cli
### 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?
Fix: This resolves the issue where selecting a knowledge base in chat
could not differentiate between different users.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Files /file API to RESTFul style.
### Type of change
- [x] Documentation Update
- [x] Refactoring
---------
Co-authored-by: writinwaters <cai.keith@gmail.com>
Co-authored-by: Liu An <asiro@qq.com>
### What problem does this PR solve?
Minor fix.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: Hu Di <812791840@qq.com>
## Summary
Add a complete Turkish translation of the README and include a Turkish
language badge across all existing README files.
## Changes
- **New file**: `README_tr.md` - Full Turkish translation of README.md,
covering all sections (What is RAGFlow, Demo, Latest Updates, Key
Features, System Architecture, Get Started, Configurations, Docker
Image, Development from Source, Documentation, Roadmap, Community,
Contributing)
- **Updated 9 existing README files** (README.md, README_zh.md,
README_tzh.md, README_ja.md, README_ko.md, README_id.md,
README_pt_br.md, README_fr.md, README_ar.md) to include the Turkish
language badge in the language selector
## Impact
- 10 files changed, 417 insertions
- Follows the same structure and conventions as other language-specific
README files (README_ja.md, README_ko.md, etc.)
- Turkish badge uses the same styling pattern (highlighted with DBEDFA
in README_tr.md, standard DFE0E5 in others)
---------
Co-authored-by: bakiburakogun <bakiburakogun@users.noreply.github.com>
## Summary
Complete and improve the existing Turkish (tr.ts) localization to fully
match the English (en.ts) reference file.
## Changes
- **Translate 6 English model tips** in the setting section
(chatModelTip, embeddingModelTip, img2txtModelTip, sequence2txtModelTip,
rerankModelTip, ttsModelTip) to Turkish
- **Expand all 13 truncated parser HTML descriptions** (book, laws,
manual, naive, paper, presentation, qa, resume, table, picture, one,
knowledgeGraph, tag) to match the full en.ts structure
- **Expand shortened tooltips** across knowledgeDetails,
knowledgeConfiguration, chat, and setting sections (~40+ tooltips
expanded)
- **Add missing translation details** for data source connectors
(SeaFile, Jira, Gmail, Moodle, Dropbox, Google Drive, etc.)
## Impact
- 182 insertions, 71 deletions in web/src/locales/tr.ts
- No structural changes, only translation content improvements
- All application terminology maintained consistently
Co-authored-by: bakiburakogun <bakiburakogun@users.noreply.github.com>
Co-authored-by: Liu An <asiro@qq.com>
### What problem does this PR solve?
Fix: Fixed the issue where agent log time could not be selected.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
As title to be compatible with go server
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
let excel use lazy image loader
### Type of change
- [x] Refactoring
---------
Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
### What problem does this PR solve?
Fix: type check in resume parsing method
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Saving dataset settings failed with validation error 101 (Extra inputs
are not permitted)
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Tokenzier in Infinity is modified in
https://github.com/infiniflow/infinity/pull/3330, sync the code change
to cpp files in ragflow
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Add cli
LIST DOCUMENTS OF DATASET quoted_string ";"
LIST METADATA OF DATASETS quoted_string ("," quoted_string)* ";"
LIST METADATA SUMMARY OF DATASET quoted_string (DOCUMENTS quoted_string
("," quoted_string)*)? ";"
### Type of change
- [x] Refactoring
### What problem does this PR solve?
Get user_id from canvas variable when input a {} pattern value.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix: The retrieval_test interface is continuously requested when the
user enters a question. #13719
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
1. Init Minio / S3 / OSS
2. Fix minio / s3 / oss config
### 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?
1. Allow admin@ragflow.io login go ragflow server
2. Fix go server start error.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
Adds Perplexity contextualized embeddings API as a new model provider,
as requested in #13610.
- `PerplexityEmbed` provider in `rag/llm/embedding_model.py` supporting
both standard (`/v1/embeddings`) and contextualized
(`/v1/contextualizedembeddings`) endpoints
- All 4 Perplexity embedding models registered in
`conf/llm_factories.json`: `pplx-embed-v1-0.6b`, `pplx-embed-v1-4b`,
`pplx-embed-context-v1-0.6b`, `pplx-embed-context-v1-4b`
- Frontend entries (enum, icon mapping, API key URL) in
`web/src/constants/llm.ts`
- Updated `docs/guides/models/supported_models.mdx`
- 22 unit tests in `test/unit_test/rag/llm/test_perplexity_embed.py`
Perplexity's API returns `base64_int8` encoded embeddings (not
OpenAI-compatible), so this uses a custom `requests`-based
implementation. Contextualized vs standard model is auto-detected from
the model name.
Closes#13610
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
- [x] Documentation Update
### What problem does this PR solve?
When using pagination in the Dataset file list or File Manager,
selecting row N on page 1 would incorrectly cause row N on page 2 (and
subsequent pages) to also appear selected. This is a state pollution
bug.
### Root Cause
TanStack React Table defaults to using array indices (0, 1, 2...) as
`rowSelection` keys. With server-side (manual) pagination, each page's
rows start from index 0, so a selection like `{2: true}` on page 1 also
matches index 2 on every other page.
### Fix
- Added `getRowId: (row) => row.id` to `useReactTable` in both
`DatasetTable` and `FilesTable`, so selection state is keyed by unique
document/file IDs instead of positional indices.
- Updated the `useSelectedIds` helper to support ID-based selection keys
while maintaining backward compatibility with index-based keys.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### Files Changed
| File | Change |
|------|--------|
| `web/src/pages/dataset/dataset/dataset-table.tsx` | Added `getRowId`
to table config |
| `web/src/pages/files/files-table.tsx` | Added `getRowId` to table
config |
| `web/src/hooks/logic-hooks/use-row-selection.ts` | Updated
`useSelectedIds` to handle ID-based selection |
### What problem does this PR solve?
Fix: Enhanced the user deletion function to return detailed deletion
information.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: CREATE / DELETE / LIST dataset api in Go
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Lynn <lynn_inf@hotmail.com>
Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
### What problem does this PR solve?
environment variable > config file
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
The `odr` variable was configured with `desc("weight_flt")` but a new
empty `OrderByExpr()` was passed to `dataStore.search()` instead,
causing the descending sort to have no effect.
### What problem does this PR solve?
In `_community_retrieval_`, the configured `OrderByExpr` with
`desc("weight_flt")` was discarded — a new empty `OrderByExpr()` was
passed to `dataStore.search()` instead, so community reports were never
sorted by weight.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Define a crypt function in admin directory, remove import from
api.utils. And move requests-toolbelt to dependency.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
1. Split dataset api to gateway and service, and modify web UI to use
restful http api.
2. Old KB releated APIs are commented.
### Type of change
- [x] Refactoring
---------
Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
### What problem does this PR solve?
Fix graphrag extractor chat response parsing and skip truncated cache
values
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
1. Refactor go server log
2. Update docker building, since nginx config should be set according to
the deployment.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
Fixes [#13505](https://github.com/infiniflow/ragflow/issues/13505): Jira
incremental sync could miss updated issues after initial sync,
especially near time boundaries.
Root cause:
- Jira JQL uses minute-level precision for `updated` filters.
- Incremental windows had no overlap buffer, so boundary updates could
be skipped.
- Sync log cursor tracking used a backward-facing update for
`poll_range_start`.
- Existing-doc updates in `upload_document` lacked a KB ownership guard
for doc-id collisions.
What changed:
- Added Jira incremental overlap buffer (`time_buffer_seconds`,
defaulting to `JIRA_SYNC_TIME_BUFFER_SECONDS`) when building JQL
lower-bound time.
- Preserved second-level post-filtering to avoid duplicate reprocessing
while still catching boundary updates.
- Improved Jira sync logging to include start/end window and overlap
configuration.
- Updated sync cursor tracking in `increase_docs` to keep
`poll_range_start` moving forward with max update time.
- Added KB ID safety check before updating existing document records in
`upload_document`.
Verification performed:
- Python syntax compile checks passed for modified files.
- Manual verification flow:
1. Run full Jira sync.
2. Edit an already-indexed Jira issue.
3. Run next incremental sync.
4. Confirm updated content is re-ingested into KB.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Closes#13277
### What problem does this PR solve?
Adds `{variable_name}` (and `{component@variable}`) interpolation
support to HTTP header values in the `Invoke` component, matching the
existing URL interpolation behavior.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
<img width="1280" height="867" alt="image"
src="https://github.com/user-attachments/assets/8ab7b4e9-7cc0-4a7f-8a5f-f838a15a5fda"
/>
---------
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
### What problem does this PR solve?
RAGFlow had no Turkish language support. This PR adds Turkish (tr)
locale translations to the UI.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Co-authored-by: Mustafa YILDIZ <mustafa.yildiz@cilek.com>
## Summary
Upgrade MiniMax model configuration to include the latest M2.7 model.
## Changes
- Add `MiniMax-M2.7` and `MiniMax-M2.7-highspeed` to the model selection
list in `conf/llm_factories.json`
- Place M2.7 models at the top of the list as the recommended default
- Retain all previous models (M2.5, M2.5-highspeed, M2.1, M2) as
available alternatives
## Why
MiniMax-M2.7 is the latest flagship model with enhanced reasoning and
coding capabilities. This update ensures RAGFlow users can access the
newest model while maintaining backward compatibility with existing
configurations.
## Testing
- JSON config validated (well-formed)
- No existing MiniMax-specific unit tests affected
- Model entries follow the same structure as existing entries
Co-authored-by: PR Bot <pr-bot@minimaxi.com>
### What problem does this PR solve?
add a handler for gpt 5 models that do not accept parameters by dropping
them, and centralize all models with specific paramter handling function
into a single helper.
solves issue #13639
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] Refactoring
### What problem does this PR solve?
1. Change go admin server port from 9385 to 9383 to avoid conflicts
2. Start go server after python servers are started completely, in
entrypoint.sh
3. Fix some database migration issue
4. Add more API routes in web to compliant with EE.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
Closes#1398
### What problem does this PR solve?
Adds native support for EPUB files. EPUB content is extracted in spine
(reading) order and parsed using the existing HTML parser. No new
dependencies required.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
To check this parser manually:
```python
uv run --python 3.12 python -c "
from deepdoc.parser import EpubParser
with open('$HOME/some_epub_book.epub', 'rb') as f:
data = f.read()
sections = EpubParser()(None, binary=data, chunk_token_num=512)
print(f'Got {len(sections)} sections')
for i, s in enumerate(sections[:5]):
print(f'\n--- Section {i} ---')
print(s[:200])
"
```
### What problem does this PR solve?
using builtin model when parsing gave an error because it expects
fid==builtin. split_model_name_and_factory returns id=None. pr allows
the model to be accepted wheter with or without @Builtin
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: Export Agent Logs.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: balibabu <assassin_cike@163.com>
### What problem does this PR solve?
Fix: The dataset description should not be a required field.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Fix left preview containment regression for file previews
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Follow-up expose agent structured outputs in non-stream completions
#13389.
### Type of change
- [x] Documentation Update
- [x] Refactoring
---------
Co-authored-by: writinwaters <cai.keith@gmail.com>
### What problem does this PR solve?
Implement Search() in Infinity in GO.
The function can handle the following request.
"search '曹操' on datasets 'infinity'"
"search '常胜将军' on datasets 'infinity'"
"search '卓越儒雅' on datasets 'infinity'"
"search '辅佐刘禅北伐中原' on datasets 'infinity'"
The output is exactly the same as request to python Search()
### Type of change
- [ ] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Fix: Fixed an issue where agent template titles were not displayed in
Chinese mode.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
