diff --git a/ai_agent_tutorials/ai_3dpygame_r1/README.md b/ai_agent_tutorials/ai_3dpygame_r1/README.md
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diff --git a/ai_agent_tutorials/ai_3dpygame_r1/main.py b/ai_agent_tutorials/ai_3dpygame_r1/main.py
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+++ b/ai_agent_tutorials/ai_3dpygame_r1/main.py
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+import streamlit as st
+from openai import OpenAI
+from phi.agent import Agent
+from phi.model.anthropic import Claude
+
+st.set_page_config(page_title="PyGame Code Generator", layout="wide")
+
+# Initialize session state
+if "api_keys" not in st.session_state:
+    st.session_state.api_keys = {
+        "deepseek": "",
+        "claude": ""
+    }
+
+# Streamlit sidebar for API keys
+with st.sidebar:
+    st.title("API Keys Configuration")
+    st.session_state.api_keys["deepseek"] = st.text_input(
+        "DeepSeek API Key",
+        type="password",
+        value=st.session_state.api_keys["deepseek"]
+    )
+    st.session_state.api_keys["claude"] = st.text_input(
+        "Claude API Key",
+        type="password",
+        value=st.session_state.api_keys["claude"]
+    )
+
+# Main UI
+st.title("AI 3D Visualizer with R1")
+example_query = "Create a particle system simulation where 100 particles emit from the mouse position and respond to keyboard-controlled wind forces"
+query = st.text_area(
+    "Enter your PyGame query:",
+    height=70,
+    placeholder=f"e.g.: {example_query}"
+)
+generate_btn = st.button("Generate Code and Visualisation")
+
+if generate_btn and query:
+    if not st.session_state.api_keys["deepseek"] or not st.session_state.api_keys["claude"]:
+        st.error("Please provide both API keys in the sidebar")
+        st.stop()
+
+    # Initialize Deepseek client
+    deepseek_client = OpenAI(
+        api_key=st.session_state.api_keys["deepseek"],
+        base_url="https://api.deepseek.com"
+    )
+
+    system_prompt = """You are a Pygame and Python Expert that specializes in making games and visualisation through pygame and python programming. 
+    During your reasoning and thinking, include clear, concise, and well-formatted Python code in your reasoning. 
+    Always include explanations for the code you provide."""
+
+    try:
+        # Get reasoning from Deepseek
+        with st.spinner("Generating solution..."):
+            deepseek_response = deepseek_client.chat.completions.create(
+                model="deepseek-reasoner",
+                messages=[
+                    {"role": "system", "content": system_prompt},
+                    {"role": "user", "content": query}
+                ],
+                max_tokens=1  
+            )
+
+        reasoning_content = deepseek_response.choices[0].message.reasoning_content
+        print("\nDeepseek Reasoning:\n", reasoning_content)
+        with st.expander("R1's Reasoning"):      
+            st.write(reasoning_content)
+
+        # Initialize Claude agent
+        claude_agent = Agent(
+            model=Claude(
+                id="claude-3-5-sonnet-20240620",
+                api_key=st.session_state.api_keys["claude"]
+            ),
+            show_tool_calls=True,
+            markdown=True
+        )
+
+        # Extract code
+        extraction_prompt = f"""Extract ONLY the Python code from the following content which is reasoning of a particular query to make a pygame script. 
+        Return nothing but the raw code without any explanations, or markdown backticks:
+        {reasoning_content}"""
+
+        with st.spinner("Extracting code..."):
+            code_response = claude_agent.run(extraction_prompt)
+            extracted_code = code_response.content
+
+        with st.expander("Generated PyGame Code"):      
+            st.code(extracted_code, language="python")
+
+    except Exception as e:
+        st.error(f"An error occurred: {str(e)}")
+
+elif generate_btn and not query:
+    st.warning("Please enter a query before generating code")
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diff --git a/ai_agent_tutorials/ai_3dpygame_r1/requirements.txt b/ai_agent_tutorials/ai_3dpygame_r1/requirements.txt
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