diff --git a/README.md b/README.md
index ba9b8898..ec0f97d8 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@
 
 <p align="center">
   <a href="https://pypi.org/project/experiencemaker/"><img src="https://img.shields.io/badge/python-3.12+-blue" alt="Python Version"></a>
-  <a href="https://pypi.org/project/experiencemaker/"><img src="https://img.shields.io/badge/pypi-v0.1.0-blue?logo=pypi" alt="PyPI Version"></a>
+  <a href="https://pypi.org/project/experiencemaker/"><img src="https://img.shields.io/badge/pypi-v0.1.1-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/modelscope/ExperienceMaker"><img src="https://img.shields.io/github/stars/modelscope/ExperienceMaker?style=social" alt="GitHub Stars"></a>
 </p>
@@ -40,13 +40,6 @@ Exciting features and improvements are on the horizon! Check out our detailed [F
 ExperienceMaker is a framework that transforms how AI agents learn and improve through **experience-driven intelligence**. 
 By automatically extracting, storing, and intelligently reusing experiences from agent trajectories, it enables continuous learning and progressive skill enhancement.
 
-### 💡 Why ExperienceMaker?
-Traditional AI agents start from scratch with every new task, wasting valuable learning opportunities. 
-ExperienceMaker changes this paradigm by:
-- **🧠 Learning from History**: Automatically extract actionable insights from both successful and failed attempts
-- **🔄 Intelligent Reuse**: Apply relevant experiences to solve new, similar challenges more effectively
-- **📈 Continuous Improvement**: Build a growing knowledge base that makes agents progressively smarter
-
 ### ✨ Core Capabilities
 
 #### 🔍 **Intelligent Experience Summarizer**
@@ -85,12 +78,7 @@ ExperienceMaker follows a modular, production-ready architecture designed for sc
 - **🗄️ Vector Store API**: Database management and workspace operations with full CRUD support
 
 #### ⚙️ **Processing Pipeline**
-
-Our atomic operations can be seamlessly composed into powerful processing pipelines:
-
-```
-custom1_op->custom2_op...
-```
+- Our atomic operations can be seamlessly composed into powerful processing pipelines
 
 #### 🔌 **Extensible Components**
 - **LLM Integration**: OpenAI-compatible APIs with flexible model switching and provider support
diff --git a/experiencemaker/__init__.py b/experiencemaker/__init__.py
index c4847ef7..e1be7bfe 100644
--- a/experiencemaker/__init__.py
+++ b/experiencemaker/__init__.py
@@ -1,5 +1,5 @@
 from .app import main
 
-__version__ = "0.1.0"
+__version__ = "0.1.1"
 
 __all__ = ["main"]
diff --git a/pyproject.toml b/pyproject.toml
index 1dadf1f9..c4ec1be8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "ExperienceMaker"
-version = "0.1.0"
+version = "0.1.1"
 description = "make experience from trajectory"
 authors = [{ name = "experiencemaker team", email = "experiencemaker@alibaba-inc.com" }]
 license = { file = "LICENSE" }