Merge Release/1.6

README.md

@@ -54,6 +54,12 @@ MS-Agent is a lightweight framework designed to empower agents with autonomous e
 
 ## 🎉 News
 
+* 🚀 Mar 23, 2026: Release MS-Agent v1.6.0, which includes the following updates:
+  - **Context Compression**: Added context compression mechanism with token usage monitoring, overflow detection, and automatic context compaction via pruning historical tool outputs and LLM-based summarization.
+  - **Agentic Insight v2 Enhancements**: Major architecture and performance improvements to the deep research system; achieves **55.43** on DeepResearch Bench with GPT5 and Qwen3.5-plus/flash. See [Agentic Insight v2](https://github.com/modelscope/ms-agent/tree/main/projects/deep_research/v2).
+  - **Knowledge Search**: Integrated Sirchmunk for intelligent retrieval over local codebases and documentation during agent conversations. See [Config Docs](docs/en/Components/Config.md).
+  - **Multimodal Model Input**: Support image, video, and other multimodal inputs. See [Multimodal Docs](docs/zh/Components/multimodal-support.md).
+
 * 🚀 Feb 06, 2026: Release MS-Agent v1.6.0rc1, which includes the following updates:
   - **Agentic Insight v2**: A fully refactored deep-research system with better performance, scalability, and trustworthiness, now available in WebUI. See [Agentic Insight v2](https://github.com/modelscope/ms-agent/tree/main/projects/deep_research/v2).
 

README_ZH.md

@@ -51,6 +51,12 @@ MS-Agent是一个轻量级框架，旨在为智能体提供自主探索能力。
 
 ## 🎉 新闻
 
+- 🚀 **2026年3月23日：发布 MS-Agent v1.6.0，主要更新内容如下：**
+  - **上下文压缩**：新增上下文压缩机制，支持 Token 用量监控与溢出检测，通过裁剪历史工具输出和 LLM 摘要自动压缩对话上下文。
+  - **Agentic Insight v2 增强**：深度研究系统架构与性能大幅优化，基于 GPT5、Qwen3.5-plus/flash 模型组合在 DeepResearch Bench 上的评分达到 **55.43** 分。详情请参考 [Agentic Insight v2](https://github.com/modelscope/ms-agent/tree/main/projects/deep_research/v2)。
+  - **知识库搜索**：集成 Sirchmunk 智能检索，支持在 Agent 对话中自动检索本地代码库与文档，详情请参考[配置文档](docs/zh/Components/config.md)。
+  - **多模态模型输入**：支持图片、视频等多模态输入，详情请参考[多模态文档](docs/zh/Components/multimodal-support.md)。
+
 * 🚀 **2026年2月6日：发布 MS-Agent v1.6.0rc1，主要更新内容如下：**
   - **Agentic Insight v2**：完整重构的深度研究系统，性能更优、可扩展性更强、可信度更高，支持在webui中使用，详情请参考 [Agentic Insight v2](https://github.com/modelscope/ms-agent/tree/main/projects/deep_research/v2)
 

ms_agent/version.py

@@ -1 +1 @@
-__version__ = '2.0.0'
+__version__ = '1.6.0'