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689 Commits

Author SHA1 Message Date
writinwaters
1c0eaa504b Docs: Finalized v0.25.3 release notes (#14913) 
### What problem does this PR solve?

0.25.3 release notes, final.

### Type of change

- [x] Documentation Update
 2026-05-14 10:57:43 +08:00
Yingfeng
e577901388 Fix doc format (#14909) 
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
 2026-05-14 09:49:45 +08:00
writinwaters
cb49f47c38 Docs: Editorial updates to the v0.25.3 release notes draft. (#14903) 
### What problem does this PR solve?


v0.25.3 release notes. To be continued.

### Type of change


- [x] Documentation Update
 2026-05-13 21:36:34 +08:00
writinwaters
bb1a6259d3 Docs: Updated v0.25.3 release notes draft (#14899) 
### What problem does this PR solve?

Draft v0.25.3 release notes

### Type of change


- [x] Documentation Update
 2026-05-13 19:49:07 +08:00
writinwaters
9ed4da74b8 Docs: Draft 0.25.3 release notes (#14898) 
### What problem does this PR solve?

A draft 0.25.3 release note.

### Type of change


- [x] Documentation Update

Co-authored-by: Jin Hai <haijin.chn@gmail.com>
 2026-05-13 19:35:55 +08:00
Liu An
3182fd0789 Docs: Update version references to v0.25.3 in READMEs and docs (#14896) 
### What problem does this PR solve?

- Update version tags in README files (including translations) from
v0.25.2 to v0.25.3
- Modify Docker image references and documentation to reflect new
version
- Update version badges and image descriptions
- Maintain consistency across all language variants of README files

### Type of change

- [x] Documentation Update
 2026-05-13 18:42:42 +08:00
Wang Qi
64bd0130d3 Add REST API backward compatibility (#14872) 
### What problem does this PR solve?

Add REST API backward compatibility

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
 2026-05-13 11:44:40 +08:00
writinwaters
5e46457c28 Docs: How to add Bitbucket as data source. (#14846) 
### What problem does this PR solve?

Added a guide on integrating Bitbucket as an external data source.

### Type of change

- [x] Documentation Update
 2026-05-12 20:48:30 +08:00
Magicbook1108
f85e18afbc Refact: sandbox quickstart.md & add tutorial for code exec component (#14786) 
### What problem does this PR solve?

Refact: sandbox quickstart.md && add tutorial for code exec component

### Type of change

- [x] Refactoring


<img width="700" alt="img_v3_0211j_dcff835b-e3bb-4c77-9bc5-3b31a983229g"
src="https://github.com/user-attachments/assets/7842fc0f-639a-458f-b164-bc81a99ce4a5"
/>

---------

Co-authored-by: writinwaters <93570324+writinwaters@users.noreply.github.com>
 2026-05-12 14:42:20 +08:00
Liu An
57b24be6d6 Docs: Update version references to v0.25.2 in READMEs and docs (#14731) 
### What problem does this PR solve?

- Update version tags in README files (including translations) from
v0.25.1 to v0.25.2
- Modify Docker image references and documentation to reflect new
version
- Update version badges and image descriptions
- Maintain consistency across all language variants of README files

### Type of change

- [x] Documentation Update
 2026-05-09 19:06:05 +08:00
writinwaters
a3de873617 Docs: Updated release date (#14740) 
### What problem does this PR solve?

Updated v0.25.2 release date.

### Type of change


- [x] Documentation Update
 2026-05-09 18:49:33 +08:00
writinwaters
6465753968 Docs: Added v0.25.2 release notes (#14727) 
### What problem does this PR solve?

Added v0.25.2 release notes.

### Type of change

- [x] Documentation Update
 2026-05-09 15:13:01 +08:00
writinwaters
d487a7f190 Docs: Added a guide on configuring SSL certificates (#14696) 
### What problem does this PR solve?

### Type of change

- [x] Documentation Update
 2026-05-09 10:08:14 +08:00
buua436
d843035c8b Fix: add compatibility route for document download under /v1 (#14663) 
### What problem does this PR solve?

add compatibility route for document download under /v1

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
 2026-05-08 14:44:02 +08:00
buua436
f703169117 Refa: migrate document preview/download to RESTful API (#14633) 
### What problem does this PR solve?

migrate document preview/download to RESTful API

### Type of change
- [x] Refactoring
 2026-05-08 13:26:13 +08:00
Wang Qi
f32034e83e Refactor: completion -> completions (#14584) 
### What problem does this PR solve?

Keep only /completions, deprecated /completion

### Type of change

- [x] Refactoring
 2026-05-06 17:19:22 +08:00
buua436
a190a6d67f Fix: add file convert backward compatibility (#14583) 
### What problem does this PR solve?

add file convert backward compatibility

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
 2026-05-06 15:19:38 +08:00
buua436
e4aee25b4b Fix: add legacy agent completion API compatibility (#14582) 
### What problem does this PR solve?

add legacy agent completion API compatibility

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
 2026-05-06 14:22:48 +08:00
writinwaters
f14abf858e Doc: Minor editorial updates (#14543) 
### What problem does this PR solve?

Minor editorial updates.

### Type of change


- [x] Documentation Update
 2026-04-30 20:06:28 +08:00
writinwaters
8aaf0942b1 Doc: Updated v0.25.1 release notes (#14519) 
### What problem does this PR solve?

Updated v0.25.1 release notes.

### Type of change


- [x] Documentation Update
 2026-04-30 11:59:53 +08:00
buua436
47129fdd08 Fix: optimize file batch delete (#14473) 
### What problem does this PR solve?

optimize file batch delete

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
 2026-04-30 11:00:39 +08:00
FuturMix
2548c28d65 feat: add FuturMix as model provider (#14419) 
## Summary

Add [FuturMix](https://futurmix.ai) as a new model provider. FuturMix is
an OpenAI-compatible unified AI gateway that provides access to 22+
models (GPT, Claude, Gemini, DeepSeek, and more) through a single API
endpoint and key.

- **API Base**: `https://futurmix.ai/v1` (OpenAI-compatible)
- **Supported capabilities**: Chat, Embedding, Image2Text, TTS,
Speech2Text, Rerank

### Changes

| File | Change |
|------|--------|
| `rag/llm/__init__.py` | Add `FuturMix` to `SupportedLiteLLMProvider`
enum, `FACTORY_DEFAULT_BASE_URL`, and `LITELLM_PROVIDER_PREFIX` |
| `rag/llm/chat_model.py` | Add `FuturMixChat(Base)` — follows
Astraflow/Avian pattern |
| `rag/llm/embedding_model.py` | Add `FuturMixEmbed(OpenAIEmbed)` —
follows Astraflow pattern |
| `rag/llm/cv_model.py` | Add `FuturMixCV(GptV4)` — follows
SILICONFLOW/OpenRouter pattern |
| `rag/llm/tts_model.py` | Add `FuturMixTTS(OpenAITTS)` — follows
CometAPI/DeerAPI pattern |
| `rag/llm/sequence2txt_model.py` | Add `FuturMixSeq2txt(GPTSeq2txt)` —
follows StepFun pattern |
| `rag/llm/rerank_model.py` | Add `FuturMixRerank(OpenAI_APIRerank)` |
| `conf/llm_factories.json` | Add factory config with 8 chat, 2
embedding, 1 image2text, 2 TTS, 1 speech2text models |
| `docs/guides/models/supported_models.mdx` | Add FuturMix to supported
models table |

### Models included

- **Chat**: claude-sonnet-4-20250514, claude-3.5-haiku, gpt-4o,
gpt-4o-mini, gemini-2.5-flash, gemini-2.0-flash, deepseek-chat,
deepseek-reasoner
- **Embedding**: text-embedding-3-small, text-embedding-3-large
- **Image2Text**: gpt-4o
- **TTS**: tts-1, tts-1-hd
- **Speech2Text**: whisper-1

## Test plan

- [ ] Verify FuturMix appears in the model provider list in RAGFlow UI
- [ ] Configure FuturMix with API key and test chat completion
- [ ] Test embedding model with document indexing
- [ ] Test image2text with a sample image

🤖 Generated with [Claude Code](https://claude.com/claude-code)

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-04-30 10:59:37 +08:00
Liu An
ce4c782fd7 Docs: Update version references to v0.25.1 in READMEs and docs (#14488) 
### What problem does this PR solve?

- Update version tags in README files (including translations) from
v0.25.0 to v0.25.1
- Modify Docker image references and documentation to reflect new
version
- Update version badges and image descriptions
- Maintain consistency across all language variants of README files

### Type of change

- [x] Documentation Update
 2026-04-30 10:49:26 +08:00
writinwaters
d4147efc66 Docs: (#14492) 
### What problem does this PR solve?

Added v0.25.1 release notes

### Type of change


- [x] Documentation Update
 2026-04-29 20:29:58 +08:00
writinwaters
9280c64518 Docs: Updated Title chunker references (#14483) 
### What problem does this PR solve?

Updated Title chunker references

### Type of change

- [x] Documentation Update
 2026-04-29 19:37:24 +08:00
Wang Qi
b684c89950 Add backward compat APIs (#14427) 
### What problem does this PR solve?

Add backward compat APIs:

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
 2026-04-29 15:15:49 +08:00
writinwaters
0cf105da8d Doc: Added a database schema and migration guide. (#14404) 
### What problem does this PR solve?

Added a database schema and migration guide.

### Type of change


- [x] Documentation Update
 2026-04-28 09:54:33 +08:00
buua436
0b46ab07c5 Refa: restore openai-compatible chat completions api (#14380) 
### What problem does this PR solve?
restore openai-compatible chat completions api
### Type of change

- [x] Refactoring
 2026-04-27 14:02:19 +08:00
buua436
a9e5724b46 Refa: unify document create flows under REST documents API (#14345) 
### What problem does this PR solve?

unify document create flows under REST documents API

### Type of change

- [x] Refactoring
 2026-04-27 10:18:16 +08:00
wdeveloper16
78188ce9e9 Feat: add OpenDataLoader PDF parser backend (#14058) (#14097) 
### What problem does this PR solve?

Closes #14058.

RAGFlow supports multiple PDF parsing backends (DeepDOC, MinerU,
Docling, TCADP, PaddleOCR). This PR adds **OpenDataLoader**
([opendataloader-project/opendataloader-pdf](https://github.com/opendataloader-project/opendataloader-pdf))
as a new optional backend, giving users a deterministic, local-first
alternative with competitive table extraction accuracy.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
- [x] Documentation Update

---

### Changes

#### Backend
- `deepdoc/parser/opendataloader_parser.py` — new `OpenDataLoaderParser`
class inheriting `RAGFlowPdfParser`. Implements `check_installation()`
(guards Python package + Java 11+ runtime), `parse_pdf()` with
JSON-first extraction (heading/paragraph/table/list/image/formula) and
Markdown fallback, position-tag generation compatible with the shared
`@@page\tx0\tx1\ty0\ty1##` format, and temp-dir lifecycle with cleanup.
- `rag/app/naive.py` — new `by_opendataloader()` wrapper, registered in
`PARSERS` dict, added to `chunk_token_num=0` override list.
- `rag/flow/parser/parser.py` — `"opendataloader"` branch in the
pipeline PDF handler + check validation list.

#### Infrastructure
- `docker/entrypoint.sh` — `ensure_opendataloader()` function: opt-in
via `USE_OPENDATALOADER=true`, skips gracefully if Java is not on PATH.

#### Frontend
- `web/src/components/layout-recognize-form-field.tsx` —
`OpenDataLoader` added to `ParseDocumentType` enum and parser dropdown.
Cascades automatically to the pipeline editor's Parser component.

#### Docs
- `docs/guides/dataset/select_pdf_parser.md` — added OpenDataLoader
entry and full env-var reference.

---

### Environment variables

| Variable | Default | Description |
|---|---|---|
| `USE_OPENDATALOADER` | `false` | Set `true` to install
`opendataloader-pdf` on container startup |
| `OPENDATALOADER_VERSION` | latest | Pin the PyPI release (e.g.
`==2.2.1`) |
| `OPENDATALOADER_HYBRID` | _(unset)_ | Enable hybrid AI mode (e.g.
`docling-fast`) |
| `OPENDATALOADER_IMAGE_OUTPUT` | _(unset)_ | `off` / `embedded` /
`external` |
| `OPENDATALOADER_OUTPUT_DIR` | _(tmp)_ | Persistent output dir; temp
dir used + cleaned if unset |
| `OPENDATALOADER_DELETE_OUTPUT` | `1` | `0` to retain intermediate
files for debugging |
| `OPENDATALOADER_SANITIZE` | _(unset)_ | `1` to filter prompt-injection
patterns from output |

---

### Dependencies

- **Runtime**: `opendataloader-pdf` (PyPI, Apache 2.0) — opt-in, not
added to `pyproject.toml` core deps. Installed by
`ensure_opendataloader()` at container startup when
`USE_OPENDATALOADER=true`.
- **System**: Java 11+ on PATH (JVM is the underlying engine). The
installer skips with a warning if `java` is not found.

---

### How to test

**Standalone parser:**
```bash
source .venv/bin/activate
uv pip install opendataloader-pdf
python3 -c "
import sys; sys.path.insert(0, '.')
from deepdoc.parser.opendataloader_parser import OpenDataLoaderParser
p = OpenDataLoaderParser()
print('available:', p.check_installation())
s, t = p.parse_pdf('path/to/test.pdf', parse_method='pipeline')
print(f'sections={len(s)} tables={len(t)}')
"

```
### Benchmark vs Docling
```
file                      parser            secs  sections  tables
----------------------------------------------------------------------
text-heavy.pdf            docling           45.29       148      10
text-heavy.pdf            opendataloader     3.14       559       0
table-heavy.pdf           docling           7.05        76       3
table-heavy.pdf           opendataloader     3.71        90       0
complex.pdf               docling            42.67       114       8
complex.pdf               opendataloader     3.51       180       0
```
 2026-04-25 00:33:02 +08:00
writinwaters
e5cfe7fb8f Doc: Updated a 0.25-specific faq (#14365) 
### What problem does this PR solve?

Updated a 0.25 faq.

### Type of change


- [x] Documentation Update
 2026-04-24 20:57:32 +08:00
Wang Qi
7fb6a12067 Update API document (#14364) 
### What problem does this PR solve?

Update API document

### Type of change

- [ ] Documentation Update
 2026-04-24 20:36:47 +08:00
Mukunda Rao Katta
8a2f63e77d docs: fix API key guide typo (#14352) 
Fixes a small typo in the RAGFlow API key guide: `This documents
provides` -> `This document provides`.
 2026-04-24 16:59:25 +08:00
Magicbook1108
c74aece63c Feat: Agent api (#14157) 
### What problem does this PR solve?

1. **List agents**  
   **Prev API**:  
   - `/v1/canvas/list GET`  
   - `/api/v1/agents GET`  
   **Current API**: `/api/v2/agents GET`

2. **Get canvas template**  
   **Prev API**: `/v1/canvas/templates GET`  
   **Current API**: `/api/v2/agents/templates GET`

3. **Delete an agent**  
   **Prev API**: 
    - `/v1/canvas/rm POST`  
    - `/api/v1/agents/<agent_id> DELETE`
   **Current API**: `/api/v2/agents/<agent_id> DELETE`

4. **Update an agent**  
   **Prev API**: 
    - `/api/v1/agents/<agent_id> PUT`   
    - `/v1/canvas/setting POST `
   **Current API**: `/api/v2/agents/<agent_id> PATCH`


5. **Create an agent**  
   **Prev API**: 
    - `/v1/canvas/set POST`  
    - `/api/v1/agents POST`
   **Current API**: `/api/v2/agents POST`


6. **Get an agent**  
   **Prev API**: 
    - `/v1/canvas/get/<canvas_id> GET `  
   **Current API**: `/api/v2/agents/<agent_id> GET`


7. **Reset an agent**  
   **Prev API**: 
    - `/v1/canvas/reset POST`  
   **Current API**: `/api/v2/agents/<agent_id>/reset POST`


8. **Upload a file to an agent**  
   **Prev API**: 
    - `/v1/canvas/upload/<canvas_id> POST`  
   **Current API**: `/api/v2/agents/<agent_id>/upload POST`


9. **Input form**  
   **Prev API**: 
    - `/v1/canvas/input_form GET`  
**Current API**:
`/api/v2/agents/<agent_id>/components/<component_id>/input-form GET`


10. **Debug an agent**  
   **Prev API**: 
    - `/v1/canvas/debug POST`  
**Current API**:
`/api/v2/agents/<agent_id>/components/<component_id>/debug POST`


11. **Trace an agent**  
   **Prev API**: 
    - `/v1/canvas/trace GET`  
   **Current API**: `/api/v2/agents/<agent_id>/logs/<message_id> GET`


12. **Get an agent version list**  
   **Prev API**: 
    - `/v1/canvas/getlistversion/<canvas_id>`  
   **Current API**: `/api/v2/agents/<agent_id>/versions GET`


13. **Get a version of agent**  
   **Prev API**: 
    - `/v1/canvas/getversion/<version_id>`  
**Current API**: `/api/v2/agents/<agent_id>/versions/<version_id> GET`


14. **Test db connection**  
   **Prev API**: 
    - `/v1/canvas/test_db_connect POST`  
   **Current API**: `/api/v2/agents/test_db_connection`


15. **Rerun the agent**  
   **Prev API**: 
    - `/v1/canvas/rerun POST`  
   **Current API**: `/api/v2/agents/rerun POST`


16. **Get prompts**  
   **Prev API**: 
    - `/v1/canvas/prompts GET`  
   **Current API**: `/api/v2/agents/prompts GET`

### Type of change
- [x] New Feature (non-breaking change which adds functionality)

---------

Co-authored-by: chanx <1243304602@qq.com>
 2026-04-24 10:02:22 +08:00
buua436
7817b0d779 Refa: migrate chunk APIs to RESTful routes (#14291) 
### What problem does this PR solve?

migrate chunk APIs to RESTful routes

### Type of change
- [x] Refactoring
 2026-04-23 14:17:23 +08:00
Wang Qi
01753b8f31 Refactor: API connectors (#14228) 
### What problem does this PR solve?

Refactor /api/v1/connectors to be more RESTful.

### Type of change
- [x] Refactoring
 2026-04-22 20:42:41 +08:00
writinwaters
1434f8ade8 Doc: two PDF parser optimizers are supported as of v0.25.0. (#14261) 
### What problem does this PR solve?

Multi-column layout detection is supported in v0.25.0

### Type of change


- [x] Documentation Update
 2026-04-22 20:00:06 +08:00
ucloudnb666
f853a39b40 feat: Add Astraflow provider support (global + China endpoints) (#14270) 
## Add Astraflow Provider Support

This PR integrates [Astraflow](https://astraflow.ucloud.cn/) (by UCloud
/ 优刻得) as a new AI model provider in RAGFlow, with support for both
global and China endpoints.

### About Astraflow
Astraflow is an OpenAI-compatible AI model aggregation platform
supporting 200+ models from major providers including DeepSeek, Qwen,
GPT, Claude, Gemini, Llama, Mistral, and more.

| Variant | Factory Name | Endpoint | Env Var |
|---------|-------------|----------|---------|
| Global | `Astraflow` | `https://api-us-ca.umodelverse.ai/v1` |
`ASTRAFLOW_API_KEY` |
| China | `Astraflow-CN` | `https://api.modelverse.cn/v1` |
`ASTRAFLOW_CN_API_KEY` |

- **API key signup**: https://astraflow.ucloud.cn/

---

### Files Changed

| File | Change |
|------|--------|
| `rag/llm/__init__.py` | Register `Astraflow` and `Astraflow-CN` in
`SupportedLiteLLMProvider` enum, `FACTORY_DEFAULT_BASE_URL`, and
`LITELLM_PROVIDER_PREFIX` |
| `rag/llm/chat_model.py` | Add `AstraflowChat` and `AstraflowCNChat`
(OpenAI-compatible `Base` subclass) |
| `rag/llm/embedding_model.py` | Add `AstraflowEmbed` and
`AstraflowCNEmbed` (subclasses of `OpenAIEmbed`) |
| `rag/llm/rerank_model.py` | Add `AstraflowRerank` and
`AstraflowCNRerank` (subclasses of `OpenAI_APIRerank`) |
| `rag/llm/cv_model.py` | Add `AstraflowCV` and `AstraflowCNCV`
(subclasses of `GptV4`) |
| `rag/llm/tts_model.py` | Add `AstraflowTTS` and `AstraflowCNTTS`
(subclasses of `OpenAITTS`) |
| `rag/llm/sequence2txt_model.py` | Add `AstraflowSeq2txt` and
`AstraflowCNSeq2txt` (subclasses of `GPTSeq2txt`) |
| `conf/llm_factories.json` | Register `Astraflow` and `Astraflow-CN`
factories with a curated list of popular models |

---

### Supported Model Types
- ✅ **Chat / LLM** — DeepSeek-V3/R1, Qwen3, GPT-4o/4.1, Claude 3.5/3.7,
Gemini 2.0/2.5 Flash, Llama 3.3/4, Mistral, and 200+ more
- ✅ **Text Embedding** — text-embedding-3-small/large
- ✅ **Image / Vision (IMAGE2TEXT)** — GPT-4o, GPT-4.1, Claude, Gemini,
Llama-4, etc.
- ✅ **Text Re-Rank**
- ✅ **TTS** — tts-1
- ✅ **Speech-to-Text (SPEECH2TEXT)** — whisper-1

### Implementation Notes
- Uses the `openai/` LiteLLM prefix — consistent with other
OpenAI-compatible aggregation platforms (SILICONFLOW, DeerAPI, CometAPI,
OpenRouter, n1n, Avian, etc.)
- `Astraflow` (global, rank 250) and `Astraflow-CN` (China, rank 249)
are separate factory entries, allowing users to choose the optimal
endpoint based on their region.
- All model classes cleanly subclass existing base classes (`Base`,
`OpenAIEmbed`, `OpenAI_APIRerank`, `GptV4`, `OpenAITTS`, `GPTSeq2txt`)
with no custom logic needed — the provider is fully OpenAI-compatible.

---------

Co-authored-by: user <user@xzaaaMacBook-Air.local>
 2026-04-22 15:38:34 +08:00
Lynn
3ce1e44b2d Fix: document and sdk support of searching message with user_id (#14283) 
### What problem does this PR solve?

Add document of search message with user_id, add sdk support.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
- [x] Documentation Update
 2026-04-22 14:43:38 +08:00
writinwaters
69d8aed792 Doc: v0.25.0 release notes. (#14284) 
### What problem does this PR solve?

Added v0.25.0 release notes

### Type of change


- [x] Documentation Update
 2026-04-22 11:48:28 +08:00
buua436
6baf74afc1 Refa: align chat and search restful APIs (#14229) 
### What problem does this PR solve?

Refactor /api/v1/chats to be more RESTful.

### Type of change

- [x] Refactoring

---------

Co-authored-by: Jin Hai <haijin.chn@gmail.com>
 2026-04-22 10:49:11 +08:00
Jin Hai
bfac0195df Update release note (#14275) 
### What problem does this PR solve?

As title.

### Type of change

- [x] Documentation Update

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
 2026-04-22 10:47:43 +08:00
writinwaters
779deadf76 Docs: User-level memory is supported in v0.25.0 (#14259) 
### What problem does this PR solve?

v0.25.0 supports linking User ID with conversations.

### Type of change


- [x] Documentation Update
 2026-04-21 18:59:00 +08:00
hyl64
b439f8a74d docs: add DeepWiki developer guide page (#14244) 
Closes #14165

Add a short documentation page under Developer Guides introducing
DeepWiki as a resource for developers doing secondary development or
exploring RAGFlow's codebase internals.

---------

Co-authored-by: hyl64 <hyl64@users.noreply.github.com>
 2026-04-21 18:57:20 +08:00
Liu An
a33d0737cd Docs: Update version references to v0.25.0 in READMEs and docs (#14257) 
### What problem does this PR solve?

- Update version tags in README files (including translations) from
v0.24.0 to v0.25.0
- Modify Docker image references and documentation to reflect new
version
- Update version badges and image descriptions
- Maintain consistency across all language variants of README files

### Type of change

- [x] Documentation Update
 2026-04-21 17:26:50 +08:00
writinwaters
0db2d544a9 Docs: 0.25.0 agent apps can be published. (#14252) 
### What problem does this PR solve?

Agent apps can be published.

### Type of change

- [x] Documentation Update
 2026-04-21 16:56:11 +08:00
writinwaters
8a874c7a09 Doc: Added Ingetrating Notion connector (#14163) 
### What problem does this PR solve?

Added How to integrate Notion to RAGFlow.

### Type of change

- [x] Documentation Update
 2026-04-16 20:06:02 +08:00
writinwaters
2520065c5a Doc: Added Integrate Confluence (#14131) 
### What problem does this PR solve?

Added a guide on integrating Confluence as connector.

### Type of change

- [x] Documentation Update
 2026-04-15 18:38:36 +08:00
Jin Hai
a0a4029f01 Fix document (#14118) 
### What problem does this PR solve?

As title

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)

Signed-off-by: Jin Hai <haijin.chn@gmail.com>
 2026-04-15 11:35:16 +08:00
writinwaters
1c0c1f27ef Doc: Updated FAQ (#14108) 
### What problem does this PR solve?

Updated frequently asked questions.

### Type of change


- [x] Documentation Update
 2026-04-14 18:42:16 +08:00