diff --git a/ai/gen-ai-agents/PythonSDK-AIAgent-connection/LICENSE b/ai/gen-ai-agents/PythonSDK-AIAgent-connection/LICENSE
new file mode 100644
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--- /dev/null
+++ b/ai/gen-ai-agents/PythonSDK-AIAgent-connection/LICENSE
@@ -0,0 +1,35 @@
+Copyright (c) 2025 Oracle and/or its affiliates.
+ 
+The Universal Permissive License (UPL), Version 1.0
+ 
+Subject to the condition set forth below, permission is hereby granted to any
+person obtaining a copy of this software, associated documentation and/or data
+(collectively the "Software"), free of charge and under any and all copyright
+rights in the Software, and any and all patent rights owned or freely
+licensable by each licensor hereunder covering either (i) the unmodified
+Software as contributed to or provided by such licensor, or (ii) the Larger
+Works (as defined below), to deal in both
+ 
+(a) the Software, and
+(b) any piece of software and/or hardware listed in the lrgrwrks.txt file if
+one is included with the Software (each a "Larger Work" to which the Software
+is contributed by such licensors),
+ 
+without restriction, including without limitation the rights to copy, create
+derivative works of, display, perform, and distribute the Software and make,
+use, sell, offer for sale, import, export, have made, and have sold the
+Software and the Larger Work(s), and to sublicense the foregoing rights on
+either these or other terms.
+ 
+This license is subject to the following condition:
+The above copyright notice and either this complete permission notice or at
+a minimum a reference to the UPL must be included in all copies or
+substantial portions of the Software.
+ 
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
\ No newline at end of file
diff --git a/ai/gen-ai-agents/PythonSDK-AIAgent-connection/README.md b/ai/gen-ai-agents/PythonSDK-AIAgent-connection/README.md
index 5ab963c2c..6308ee074 100644
--- a/ai/gen-ai-agents/PythonSDK-AIAgent-connection/README.md
+++ b/ai/gen-ai-agents/PythonSDK-AIAgent-connection/README.md
@@ -1,9 +1,13 @@
-Author: matsliwins
-Last review date: 19/09/2025
+
 # Generative AI Chatbot
 
-This repository contains a Flask-based chatbot application utilizing Oracle's Generative AI agent.
+This repository contains a Flask-based chat application utilizing Oracle's Generative AI Agents.
+
+**Author**: matsliwins
+
+**Last review date**: 19/09/2025
 
+![](images/image.png)
 ## Getting Started
 
 1. **Clone the Repository**:
diff --git a/ai/gen-ai-agents/PythonSDK-AIAgent-connection/images/image.png b/ai/gen-ai-agents/PythonSDK-AIAgent-connection/images/image.png
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