diff --git a/src/praisonai/pyproject.toml b/src/praisonai/pyproject.toml
index c563733b..62b1b7d1 100644
--- a/src/praisonai/pyproject.toml
+++ b/src/praisonai/pyproject.toml
@@ -91,7 +91,7 @@ call = [
 ]
 train = []
 crewai = ["crewai>=0.32.0", "praisonai-tools>=0.0.15"]
-autogen = ["pyautogen>=0.2.19", "praisonai-tools>=0.0.15", "crewai"]
+autogen = ["ag2>=0.2.19", "praisonai-tools>=0.0.15", "crewai"]
 
 [tool.poetry]
 name = "PraisonAI"
@@ -118,7 +118,7 @@ python-dotenv = ">=0.19.0"
 instructor = ">=1.3.3"
 PyYAML = ">=6.0"
 mcp = ">=1.6.0"
-pyautogen = {version = ">=0.2.19", optional = true}
+ag2 = {version = ">=0.2.19", optional = true}
 crewai = {version = ">=0.32.0", optional = true}
 praisonai-tools = {version = ">=0.0.15", optional = true}
 chainlit = {version = "==2.5.5", optional = true}
@@ -276,7 +276,7 @@ call = [
     "openai",
 ]
 crewai = ["crewai", "praisonai-tools"]
-autogen = ["pyautogen", "praisonai-tools", "crewai"]
+autogen = ["ag2", "praisonai-tools", "crewai"]
 
 [tool.poetry-dynamic-versioning]
 enable = true
diff --git a/src/praisonai/tests/integration/README.md b/src/praisonai/tests/integration/README.md
index 720c0a0b..3c4ea97b 100644
--- a/src/praisonai/tests/integration/README.md
+++ b/src/praisonai/tests/integration/README.md
@@ -145,7 +145,7 @@ python -m pytest tests/integration/autogen/test_autogen_basic.py::TestAutoGenInt
 
 ### Required for AutoGen Tests:
 ```bash
-pip install pyautogen
+pip install ag2
 ```
 
 ### Required for CrewAI Tests:
@@ -251,7 +251,7 @@ To add tests for a new framework (e.g., `langchain`):
 ```
 ImportError: No module named 'autogen'
 ```
-**Solution:** Install the framework: `pip install pyautogen`
+**Solution:** Install the framework: `pip install ag2`
 
 **Path Issues:**
 ```