diff --git a/examples/langchain-python-langchain-webui/readme.md b/examples/langchain-python-langchain-webui/readme.md
index bdf1af3c..cc83d894 100644
--- a/examples/langchain-python-langchain-webui/readme.md
+++ b/examples/langchain-python-langchain-webui/readme.md
@@ -1,6 +1,10 @@
-# LangChain
+# LangChain Web UI
 
-This example is a basic "hello world" of using LangChain with Ollama.
+A python Gradio web UI using GPT4AllEmbeddings that lets can choose among the installed models
+
+## Screenshot
+
+![plot](https://raw.githubusercontent.com/suoko/ollama/main/examples/langchain-python-langchain-webui/ollama-langchain-gradio-webui.png)
 
 ## Setup