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Docs: Added v0.19.1 release notes (#8398)

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### What problem does this PR solve?

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- [x] Documentation Update
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writinwaters
2025-06-23 09:51:28 +08:00
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@ -22,6 +22,24 @@ The embedding models included in a full edition are:
These two embedding models are optimized specifically for English and Chinese, so performance may be compromised if you use them to embed documents in other languages.
:::
## v0.19.1
Released on June 23, 2025.
### Fixed issues
- A memory leak issue during high-concurrency requests.
- A context error occurring when using Sandbox in standalone mode. [#8340](https://github.com/infiniflow/ragflow/pull/8340)
- An excessive CPU usage issue caused by Ollama. [#8216](https://github.com/infiniflow/ragflow/pull/8216)
- A bug in the Code Component. [#7949](https://github.com/infiniflow/ragflow/pull/7949)
- Added support for models installed via Ollama or VLLM when creating a knowledge base through the API. [#8069](https://github.com/infiniflow/ragflow/pull/8069)
- Enabled role-based authentication for S3 bucket access. [#8149](https://github.com/infiniflow/ragflow/pull/8149)
### Added models
- Qwen 3 Embedding. [#8184](https://github.com/infiniflow/ragflow/pull/8184)
- Voyage Multimodal 3. [#7987](https://github.com/infiniflow/ragflow/pull/7987)
## v0.19.0
Released on May 26, 2025.
@ -33,7 +51,7 @@ Released on May 26, 2025.
- Enhanced image display: Images in Chat and Search now render directly within responses, rather than as external references. Knowledge retrieval testing can retrieve images directly, instead of texts extracted from images.
- Claude 4 and ChatGPT o3: Developers can now use the newly released, most advanced Claude model and OpenAI’s latest ChatGPT o3 inference model.
> The following features are contributed by our community contributors:
> The following features have been contributed by our community:
- Agent component: Enables tool calling within the Generate Component. Thanks to [notsyncing](https://github.com/notsyncing).
- Markdown rendering: Image references in a markdown file can be displayed after chunking. Thanks to [Woody-Hu](https://github.com/Woody-Hu).