update readme

README.md

@@ -9,5 +9,51 @@ sdk_version: 5.33.0
 app_file: app.py
 pinned: false
 license: apache-2.0
-short_description: Chess Agent
+short_description: Interactively play and chat chess against a Large Language Model (LLM)
 ---
+
+# Chess Agent ♟️🤖
+
+**Interactively play and chat chess against a Large Language Model (LLM).**
+
+---
+
+## What is Chess Agent?
+
+Chess Agent is an interactive chess-playing interface integrated with LLM capabilities. Unlike traditional LLM interfaces, Chess Agent allows you to:
+
+* **Play moves** directly on an interactive chessboard.
+* **Chat with the agent** via text messages, exploring its chain-of-thought in real-time.
+* **View strategic analysis** and tactical insights during gameplay.
+
+## Key Features 🚀
+
+* **Interactive Chessboard:** Make moves or set custom positions seamlessly.
+* **Chat-based Interaction:** Communicate with the LLM directly, asking questions and receiving thoughtful responses.
+* **Transparent Reasoning:** See step-by-step position analysis, the agent's internal reasoning, and the tool calls it performs in the background.
+
+## How Does it Work? 🧠
+
+Chess Agent leverages advanced tools:
+
+* [**Custom Gradio Component:**](https://huggingface.co/spaces/Agents-MCP-Hackathon/gradio_chessboard) The interactive chessboard interface is implemented as a custom component in Gradio, enabling seamless interaction between board moves and LLM responses.
+* [**Chess MCP Server:**](https://huggingface.co/spaces/Agents-MCP-Hackathon/chess-mcp-server) Provides position analysis using chess engines and heuristic evaluations.
+* **Lichess Opening Database Integration:** Allows the agent to reference well-established chess opening theory.
+
+These integrations compensate for LLMs' typical limitations in chess-playing ability, ensuring accurate and meaningful gameplay and analysis.
+
+## Use Cases
+
+* **Educational Tool:** Understand chess strategies and tactics through the transparent reasoning process.
+* **Interactive Chess Assistant:** Improve your chess skills by interacting and querying the AI for explanations and insights.
+* **Fun & Engagement:** Enjoy the novelty of playing against a language model and seeing how it thinks.
+
+## Demo Video 🎬
+
+See Chess Agent in action:
+
+[▶️ Watch the Full Demo on YouTube](https://youtu.be/YiXHhrfvxqU)
+
+---
+
+Enjoy playing chess in a unique, insightful, and conversational way with Chess Agent!