diff --git a/README.md b/README.md
index 255b6cf7..7a5b169b 100644
--- a/README.md
+++ b/README.md
@@ -3,8 +3,8 @@
 </p>
 
 <p align="center">
-  <a href="https://pypi.org/project/reme-ai/"><img src="https://img.shields.io/badge/python-3.12+-blue" alt="Python Version"></a>
-  <a href="https://pypi.org/project/reme-ai/"><img src="https://img.shields.io/badge/pypi-v0.1.10.x-blue?logo=pypi" alt="PyPI Version"></a>
+  <a href="https://pypi.org/project/reme-ai/"><img src="https://img.shields.io/badge/python-3.10+-blue" alt="Python Version"></a>
+  <a href="https://pypi.org/project/reme-ai/"><img src="https://img.shields.io/badge/pypi-v0.2.0-blue?logo=pypi" alt="PyPI Version"></a>
   <a href="./LICENSE"><img src="https://img.shields.io/badge/license-Apache--2.0-black" alt="License"></a>
   <a href="https://github.com/agentscope-ai/ReMe"><img src="https://img.shields.io/github/stars/modelscope/ReMe?style=social" alt="GitHub Stars"></a>
 </p>
@@ -72,22 +72,14 @@ Learn more about how to use tool memory from [tool memory](docs/tool_memory/tool
 
 ## 📰 Latest Updates
 
-- **[2025-10]** 🚀 ReMe v0.1.10 released! Core enhancement: direct Python import support. You can now use ReMe without starting an HTTP or MCP service - simply `from reme_ai import ReMeApp` and call methods directly in your Python code.
-- **[2025-10]** 🔧 Tool Memory support is now available! Enables data-driven tool selection and parameter optimization through historical performance tracking. Check out the [Tool Memory Guide](docs/tool_memory/tool_memory.md) and [benchmark results](docs/tool_memory/tool_bench.md).
-- **[2025-09]** 🎉 ReMe v0.1.9 has been officially released, adding support for asynchronous operations. It has also been
-  integrated into the memory service of agentscope-runtime.
-- **[2025-09]** 🎉 ReMe v0.1 officially released, integrating task memory and personal memory. If you want to use the
-  original memoryscope project, you can find it
-  in [MemoryScope](https://github.com/agentscope-ai/ReMe/tree/memoryscope_branch).
-- **[2025-09]** 🧪 We validated the effectiveness of task memory extraction and reuse in agents in appworld, bfcl(v3),
-  and frozenlake environments. For more information,
-  check [appworld exp](docs/cookbook/appworld/quickstart.md), [bfcl exp](docs/cookbook/bfcl/quickstart.md),
-  and [frozenlake exp](docs/cookbook/frozenlake/quickstart.md).
-- **[2025-08]** 🚀 MCP protocol support is now available -> [MCP Quick Start](docs/mcp_quick_start.md).
-- **[2025-06]** 🚀 Multiple backend vector storage support (Elasticsearch &
-  ChromaDB) -> [Vector DB quick start](docs/vector_store_api_guide.md).
-- **[2024-09]** 🧠 [MemoryScope](https://github.com/agentscope-ai/ReMe/tree/memoryscope_branch) v0.1 released,
-  personalized and time-aware memory storage and usage.
+- **[2025-10]** 🚀 Direct Python import support: use `from reme_ai import ReMeApp` without HTTP/MCP service
+- **[2025-10]** 🔧 Tool Memory: data-driven tool selection and parameter optimization ([Guide](docs/tool_memory/tool_memory.md))
+- **[2025-09]** 🎉 Async operations support, integrated into agentscope-runtime
+- **[2025-09]** 🎉 Task memory and personal memory integration
+- **[2025-09]** 🧪 Validated effectiveness in appworld, bfcl(v3), and frozenlake ([Experiments](docs/cookbook))
+- **[2025-08]** 🚀 MCP protocol support ([Quick Start](docs/mcp_quick_start.md))
+- **[2025-06]** 🚀 Multiple backend vector storage (Elasticsearch & ChromaDB) ([Guide](docs/vector_store_api_guide.md))
+- **[2024-09]** 🧠 Personalized and time-aware memory storage
 
 ---
 
diff --git a/docs/index.md b/docs/index.md
index f4990b2d..a992692c 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -16,8 +16,8 @@ kernelspec:
   <em>Remember Me, Refine Me.</em>
 
 <div class="flex justify-center space-x-3">
-  <a href="https://pypi.org/project/reme-ai/"><img src="https://img.shields.io/badge/python-3.12+-blue" alt="Python Version"></a>
-  <a href="https://pypi.org/project/reme-ai/"><img src="https://img.shields.io/badge/pypi-v0.1.10.7-blue?logo=pypi" alt="PyPI Version"></a>
+  <a href="https://pypi.org/project/reme-ai/"><img src="https://img.shields.io/badge/python-3.10+-blue" alt="Python Version"></a>
+  <a href="https://pypi.org/project/reme-ai/"><img src="https://img.shields.io/badge/pypi-v0.2.0-blue?logo=pypi" alt="PyPI Version"></a>
   <a href="./LICENSE"><img src="https://img.shields.io/badge/license-Apache--2.0-black" alt="License"></a>
   <a href="https://github.com/agentscope-ai/ReMe"><img src="https://img.shields.io/github/stars/modelscope/ReMe?style=social" alt="GitHub Stars"></a>
 </div>