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Doc: v0.25.0 release notes. (#14284)

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### What problem does this PR solve?

Added v0.25.0 release notes

### Type of change


- [x] Documentation Update
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writinwaters
2026-04-22 11:48:28 +08:00
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@@ -13,41 +13,43 @@ Key features, improvements and bug fixes in the latest releases.
Released on April 21, 2026.
### Ingestion pipeline
- Added 7 built-in pipeline templates aligned with RAGFlow’s native document parsers.
- Several new templates bring significant parsing improvements.
### Data source
- New data sources: Seafile, RSS, DingTalk AI Sheet.
- Added synchronization for file deletions from data sources.
### Agent
- Introduced agent publishing capability
- Sandboxed code execution and chart generation
- New template: Data Analysis Agent
### Memory
- User-level memory storage and retrieval.
### Language
- New language support: Arabic, Bulgarian, Turkish
### New features
### Model provider
- Agent
- Introduces seven prebuilt ingestion pipeline templates.
- Agent apps can be published.
- Supports sandbox code execution and chart generation.
- Adds a beginner's data analytics Agent template.
- Memory: Supports user-level memory storage and retrieval.
- New UI language: Arabic (implemented a Right-to-Left layout), Bulgarian, and Turkish.
- Ecosystem integration: RAGFlow datasets are accessible via OpenClaw.
- [avian.io](https://avian.io/)
- [ragcon.ai](https://ragcon.ai/)
### Improvements
- Optimizes Docx parsing by supporting image lazy-loading, reducing memory footprint.
- Optimizes Chat, Agent, and Search embedded dialog pages for mobile compatibility.
- Underlying system & infrastructure optimization:
- Bumps RAGFlow's document engine, Elasticsearch to 9.x.
- Switches the default object storage container to `pgsty/minio` due to the deprecation of the official MinIO images.
- Adds database migration scripts; see [this readme](https://github.com/infiniflow/ragflow/tree/74b44e1aa3ecd6687b3aa4ef731d0187720c3cb5/tools/scripts) for further details.
### Model support
- MiniMax-M2.7 series models
- Perplexity embedding model: pplx-embed
- Tongyi rerank model
- MiniMax-M2.7 series
- Perplexity embedding model (pplx-embed)
- Tongyi rerank model
### Improvements
- Improved DOCX parsing strategy with lazy-load support for images, reducing memory consumption.
- DocEngine: supports upgrade to Elasticsearch 9.x.
- Embedded chat pages in Chat / Agent / Search are now compatible with mobile devices.
- Due to MinIO’s official image no longer being maintained, the default object storage container has been changed to pgsty/minio.
- Database Upgrade: added database upgrade scripts. See documentation: https://github.com/infiniflow/ragflow/blob/main/tools/scripts/README.md.
### New model providers
### Ecosystem
- RAGFlow can now be accessed via OpenClaw: https://clawhub.ai/yingfeng/ragflow-skill
- avian.io
- ragcon.ai
### Data sources
- Seafile
- RSS
- DingTalk AI Table
- GitHub: Enables synchronization for deleted files.
## v0.24.0
@@ -107,7 +109,6 @@ Released on December 31, 2025.
- Memory: Enhances the stability of memory extraction when all memory types are selected.
- RAG: Refines the context window extraction strategy for images and tables.
### Fixed issues
- Memory:
@@ -129,20 +130,20 @@ Released on December 27, 2025.
### New features
- Memory
- Implements a **Memory** interface for managing memory.
- Supports configuring context via the **Retrieval** or **Message** component.
- Implements a **Memory** interface for managing memory.
- Supports configuring context via the **Retrieval** or **Message** component.
- Agent
- Improves the **Agent** component's performance by refactoring the underlying architecture.
- The **Agent** component can now output structured data for use in downstream components.
- Supports using webhook to trigger agent execution.
- Supports voice input/output.
- Supports configuring multiple **Retrieval** components per **Agent** component.
- Improves the **Agent** component's performance by refactoring the underlying architecture.
- The **Agent** component can now output structured data for use in downstream components.
- Supports using webhook to trigger agent execution.
- Supports voice input/output.
- Supports configuring multiple **Retrieval** components per **Agent** component.
- Ingestion pipeline
- Supports extracting table of contents in the **Transformer** component to improve long-context RAG performance.
- Dataset
- Supports configuring context window for images and tables.
- Introduces parent-child chunking strategy.
- Supports auto-generation of metadata during file parsing.
- Supports configuring context window for images and tables.
- Introduces parent-child chunking strategy.
- Supports auto-generation of metadata during file parsing.
- Chat: Supports voice input.
### Improvements