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e300873
feat: Add WebSocket API for streaming responses
James-4u Dec 3, 2025
eaa38d6
fix the CLI issue
James-4u Dec 3, 2025
c6a7c4a
Remove README.md
James-4u Dec 3, 2025
70200e4
Merge branch 'main' into feature/websocket-streaming-api
James-4u Dec 3, 2025
82d621c
Merge branch 'main' into feature/websocket-streaming-api
James-4u Dec 4, 2025
9ce780f
refactor: Move WebSocket API to SDK pattern following session.py
James-4u Dec 5, 2025
081f7f7
refactor: Move WebSocket to SDK pattern with /ws/ prefix - Moved to aโ€ฆ
James-4u Dec 5, 2025
710e009
Updated date
James-4u Dec 5, 2025
7c2c6f5
Merge branch 'main' into feature/websocket-streaming-api
James-4u Dec 8, 2025
22ba48e
fix: Remove f-string prefixes from logging statements without placehoโ€ฆ
James-4u Dec 8, 2025
e03df5b
Merge branch 'feature/websocket-streaming-api' of github.com-james:Smโ€ฆ
James-4u Dec 8, 2025
5ee639f
Fix the test issue
James-4u Dec 8, 2025
1e10287
Fix ImportError about completion
James-4u Dec 9, 2025
327a933
Merge branch 'main' into feature/websocket-streaming-api
James-4u Dec 9, 2025
b192fb2
Fix some issue on review
James-4u Dec 9, 2025
710b5ad
Added libs for unitest
James-4u Dec 9, 2025
b33d050
Moved websocket_api.md to reference
James-4u Dec 9, 2025
1315abf
Merge branch 'main' into feature/websocket-streaming-api
James-4u Dec 9, 2025
1fcdf2e
Merge branch 'main' into feature/websocket-streaming-api
James-4u Dec 10, 2025
6e5dbbe
Merge branch 'main' into feature/websocket-streaming-api
James-4u Dec 11, 2025
b8db496
Merge branch 'main' into feature/websocket-streaming-api
James-4u Dec 16, 2025
8e9678b
Adjusted by WebSocket_Refactoring_Summary_EN.md
Dec 16, 2025
84e02f4
Fixed review issue fron JinHai
James-4u Dec 17, 2025
a22d765
Merge branch 'main' into feature/websocket-streaming-api
James-4u Dec 18, 2025
a566711
Merge branch 'main' into feature/websocket-streaming-api
James-4u Dec 18, 2025
f6e0e97
Added uv.lock
James-4u Dec 19, 2025
f036070
Merge branch 'feature/websocket-streaming-api' of github.com-james:Smโ€ฆ
James-4u Dec 19, 2025
c279395
Updated demo for test and fixed some issue
James-4u Dec 22, 2025
0386c04
Fixed ruff issue
James-4u Dec 22, 2025
d404a8b
Merge branch 'main' into feature/websocket-streaming-api
James-4u Dec 22, 2025
17b8bb6
Feat: message manage (#12083)
Lynn-Inf Dec 23, 2025
3787a5b
Merge branch 'main' into feature/websocket-streaming-api
James-4u Dec 23, 2025
03f0336
Merge branch 'feature/websocket-streaming-api' of github.com-james:Smโ€ฆ
James-4u Dec 24, 2025
118310d
Revert rag/nlp/rag_tokenizer.py to match main branch
James-4u Dec 24, 2025
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2 changes: 2 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -85,6 +85,7 @@ Try our demo at [https://demo.ragflow.io](https://demo.ragflow.io).

## ๐Ÿ”ฅ Latest Updates

- 2025-12-03 Adds WebSocket API for streaming responses, enabling real-time communication for WeChat Mini Programs and other WebSocket clients.
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- 2025-11-19 Supports Gemini 3 Pro.
- 2025-11-12 Supports data synchronization from Confluence, S3, Notion, Discord, Google Drive.
- 2025-10-23 Supports MinerU & Docling as document parsing methods.
Expand Down Expand Up @@ -132,6 +133,7 @@ releases! ๐ŸŒŸ
- Configurable LLMs as well as embedding models.
- Multiple recall paired with fused re-ranking.
- Intuitive APIs for seamless integration with business.
- WebSocket support for real-time streaming responses (ideal for WeChat Mini Programs and mobile apps).
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## ๐Ÿ”Ž System Architecture

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