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DOC: Miscellaneous UI and editorial updates (#7324)

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### What problem does this PR solve?



### Type of change


- [x] Documentation Update
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2025-04-27 11:44:08 +08:00
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docs/release_notes.md
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@ -7,14 +7,24 @@ slug: /release_notes
Key features, improvements and bug fixes in the latest releases.
:::info
Each RAGFlow release is available in two editions:
- **Slim edition**: excludes built-in embedding models and is identified by a **-slim** suffix added to the version name. Example: `infiniflow/ragflow:v0.18.0-slim`
- **Full edition**: includes built-in embedding models and has no suffix added to the version name. Example: `infiniflow/ragflow:v0.18.0`
:::
## v0.18.0
Released on April 23, 2025.
### Compatibility changes
From this release onwards, built-in rerank models have been removed because they have minimal impact on retrieval rates but significantly increase retrieval time.
### New features
- MCP server: enables access to RAGFlow's knowledge bases via MCP.
- DeepDoc supports adopting VLM model as a processing pipeline during document layout recognition, enabling in-depth analysis of images in PDFs.
- DeepDoc supports adopting VLM model as a processing pipeline during document layout recognition, enabling in-depth analysis of images in PDF and DOCX files.
- OpenAI-compatible APIs: Agents can be called via OpenAI-compatible APIs.
- User registration control: administrators can enable or disable user registration through an environment variable.
- Team collaboration: Agents can be shared with team members.
@ -54,7 +64,7 @@ From this release onwards, if you still see RAGFlow's responses being cut short
- Accelerates knowledge graph extraction.
- Enables Tavily-based web search in the **Retrieval** agent component.
- Adds Tongyi-Qianwen QwQ models (OpenAI-compatible).
- Supports CSV files in the **General** chunk method.
- Supports CSV files in the **General** chunking method.
### Fixed issues
@ -317,7 +327,7 @@ Released on October 31, 2024.
- Adds the team management functionality for all users.
- Updates the Agent UI to improve usability.
- Adds support for Markdown chunking in the **General** chunk method.
- Adds support for Markdown chunking in the **General** chunking method.
- Introduces an **invoke** tool within the Agent UI.
- Integrates support for Dify's knowledge base API.
- Adds support for GLM4-9B and Yi-Lightning models.
@ -349,7 +359,7 @@ Released on September 30, 2024.
- Improves the results of multi-round dialogues.
- Enables users to remove added LLM vendors.
- Adds support for **OpenTTS** and **SparkTTS** models.
- Implements an **Excel to HTML** toggle in the **General** chunk method, allowing users to parse a spreadsheet into either HTML tables or key-value pairs by row.
- Implements an **Excel to HTML** toggle in the **General** chunking method, allowing users to parse a spreadsheet into either HTML tables or key-value pairs by row.
- Adds agent tools **YahooFinance** and **Jin10**.
- Adds an investment advisor agent template.
@ -410,7 +420,7 @@ Released on August 6, 2024.
### New features
- Supports GraphRAG as a chunk method.
- Supports GraphRAG as a chunking method.
- Introduces Agent component **Keyword** and search tools, including **Baidu**, **DuckDuckGo**, **PubMed**, **Wikipedia**, **Bing**, and **Google**.
- Supports speech-to-text recognition for audio files.
- Supports model vendors **Gemini** and **Groq**.
@ -425,8 +435,8 @@ Released on July 8, 2024.
- Supports Agentic RAG, enabling graph-based workflow construction for RAG and agents.
- Supports model vendors **Mistral**, **MiniMax**, **Bedrock**, and **Azure OpenAI**.
- Supports DOCX files in the MANUAL chunk method.
- Supports DOCX, MD, and PDF files in the Q&A chunk method.
- Supports DOCX files in the MANUAL chunking method.
- Supports DOCX, MD, and PDF files in the Q&A chunking method.
## v0.7.0
@ -438,7 +448,7 @@ Released on May 31, 2024.
- Integrates reranker and embedding models: [BCE](https://github.com/netease-youdao/BCEmbedding), [BGE](https://github.com/FlagOpen/FlagEmbedding), and [Jina](https://jina.ai/embeddings/).
- Supports LLMs Baichuan and VolcanoArk.
- Implements [RAPTOR](https://arxiv.org/html/2401.18059v1) for improved text retrieval.
- Supports HTML files in the GENERAL chunk method.
- Supports HTML files in the GENERAL chunking method.
- Provides HTTP and Python APIs for deleting documents by ID.
- Supports ARM64 platforms.
@ -467,7 +477,7 @@ Released on May 21, 2024.
- Supports streaming output.
- Provides HTTP and Python APIs for retrieving document chunks.
- Supports monitoring of system components, including Elasticsearch, MySQL, Redis, and MinIO.
- Supports disabling **Layout Recognition** in the GENERAL chunk method to reduce file chunking time.
- Supports disabling **Layout Recognition** in the GENERAL chunking method to reduce file chunking time.
### Related APIs