Update README.md

README.md

@@ -1,6 +1,6 @@
 ---
 title: Gradio Example Template
-emoji: ⚡
+emoji: 🚀
 colorFrom: indigo
 colorTo: purple
 sdk: gradio
@@ -13,5 +13,20 @@ short_description: Example on using Langfuse to trace Gradio applications.
 
 # Build a LLM Chat UI with 🤗 Gradio and trace it with 🪢 Langfuse
 
+This is a Gradio example template that showcases how to integrate a Gradio application with Langfuse for LLM Observability and Evaluation. 
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+Thank you to [@tkmamidi](https://github.com/tkmamidi) for the original implementation and contributions to this notebook.
+
+Have a look at [this integration page](https://langfuse.com/docs/integrations/other/gradio) for a step-by-step explanation of the code. 
+
+## What is Langfuse?
+
+[Langfuse](https://langfuse.com) is an open-source LLM engineering platform that helps build reliable LLM applications via LLM Application Observability, Evaluation, Experiments, and Prompt Management. See [docs](https://langfuse.com/docs) for more details.
+
+## Features of this Template
+
+This template will show you how to
+
+1. Build a simple chat interface in Python and rendering it using [Gradio `Chatbot`](https://www.gradio.app/docs/gradio/chatbot)
+2. Add [Langfuse Tracing](https://langfuse.com/docs/tracing) to the chatbot
+3. Implement additional Langfuse tracing features used frequently in chat applications: [chat sessions](https://langfuse.com/docs/tracing-features/sessions), [user feedback](https://langfuse.com/docs/scores/user-feedback)