diff --git a/.gitignore b/.gitignore
index 7b8d445..bf403ba 100644
--- a/.gitignore
+++ b/.gitignore
@@ -12,4 +12,5 @@ examples/**/*.jpg
 .idea/
 build/
 docs/API/generated/
-.history
\ No newline at end of file
+.history
+dist
\ No newline at end of file
diff --git a/README.md b/README.md
index f488c84..73501ff 100644
--- a/README.md
+++ b/README.md
@@ -22,7 +22,7 @@ logical reasoning in a unified framework. It is suitable for tasks
 where both data and (logical) domain knowledge are available. 
 
 <p align="center">
-<img src="docs/_static/img/ABL.png" alt="Abductive Learning" style="width: 80%;"/>
+<img src="https://github.com/AbductiveLearning/ABLKit/tree/main/docs/_static/img/ABL.png" alt="Abductive Learning" style="width: 80%;"/>
 </p>
 
 Key Features of ABL Kit:
@@ -36,7 +36,7 @@ an efficient and convenient toolkit to develop dual-driven ABL systems,
 which leverage the power of both data and knowledge.
 
 <p align="center">
-<img src="docs/_static/img/ABLKit.png" alt="ABL Kit" style="width: 80%;"/>
+<img src="https://github.com/AbductiveLearning/ABLKit/tree/main/docs/_static/img/ABLKit.png" alt="ABL Kit" style="width: 80%;"/>
 </p>
 
 ## Installation
diff --git a/pyproject.toml b/pyproject.toml
index d98ea72..86e2949 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "ablkit"
-version = "0.1.8"
+version = "0.2.0"
 authors = [
   { name="LAMDA 2024", email = "abductivelearning@gmail.com" },
 ]