Update app.py
Browse files
app.py
CHANGED
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import gradio as gr
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import anthropic
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import os
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from typing import List, Dict, Optional, Tuple
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# Constants
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MODEL_NAME = "claude-3-5-sonnet-20241022" # Updated model name
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MAX_TOKENS = 4096
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TEMPERATURE = 0.7
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DEFAULT_SYSTEM_PROMPT = """You are a specialized coding assistant powered by Claude 3.5 Sonnet. Your primary focus is helping with programming tasks, code review, debugging, and software architecture. You should:
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1. Always provide complete, production-ready code solutions
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- Consider edge cases
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"""
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def __init__(self, message: str, status_code: Optional[int] = None):
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super().__init__(message)
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self.status_code = status_code
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class ChatState:
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"""Manages the state of the chat session"""
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def __init__(self):
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self.client: Optional[anthropic.
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self.system_prompt: str = DEFAULT_SYSTEM_PROMPT
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self.history: List[Tuple[str, str]] = []
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def initialize_client(self, api_key: str) -> Tuple[bool, str]:
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"""Initialize the Anthropic client with the provided API key"""
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try:
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if not api_key.startswith('sk-'):
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return False, "Invalid API key format. Key should start with 'sk-'"
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# Initialize client with proper error handling
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self.client = anthropic.Anthropic(
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api_key=api_key,
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)
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# Test the API key with a minimal request
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model=
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max_tokens=10,
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messages=[
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{"role": "user", "content": "test"}
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]
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)
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return True, "β
API key validated successfully!"
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except anthropic.APIError as e:
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self.client = None
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if e.status_code == HTTPStatus.UNAUTHORIZED:
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return False, "β Invalid API key. Please check your credentials."
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elif e.status_code == HTTPStatus.TOO_MANY_REQUESTS:
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return False, "β Rate limit exceeded. Please try again later."
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else:
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return False, f"β API Error: {str(e)}"
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except Exception as e:
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self.client = None
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return False, f"
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def generate_response(self, message: str) -> str:
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"""Generate a response using the Claude API"""
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return "Please enter a valid API key first."
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try:
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# Construct messages including system prompt and history
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messages = [{"role": "system", "content": self.system_prompt}]
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# Add conversation history
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for human_msg, assistant_msg in self.history:
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messages.extend([
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{"role": "user", "content": human_msg},
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{"role": "assistant", "content": assistant_msg}
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])
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# Add current message
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messages.append({"role": "user", "content": message})
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# Make API call with all recommended parameters
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response = self.client.messages.create(
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model=
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max_tokens=MAX_TOKENS,
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temperature=TEMPERATURE,
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messages=messages
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return response.content[0].text
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except anthropic.APIError as e:
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if e.status_code == HTTPStatus.TOO_MANY_REQUESTS:
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return "Rate limit exceeded. Please try again in a few seconds."
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return f"API Error: {str(e)}"
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except Exception as e:
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return f"Error generating response: {str(e)}"
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chat_state = ChatState()
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with gr.Blocks(title="Claude Coding Assistant", theme=gr.themes.Soft()) as demo:
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gr.Markdown("""
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# Claude Coding Assistant π€π»
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A specialized coding assistant powered by Claude 3.5 Sonnet. Features:
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- Complete code solutions with best practices
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- Detailed explanations and documentation
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- Code review and optimization suggestions
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- Security considerations and design patterns
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Enter your Anthropic API key (starts with 'sk-') to begin.
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""")
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# API Key input section
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with gr.Row():
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# Event handlers
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def validate_api_key(api_key: str) -> str:
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success, message = chat_state.initialize_client(api_key)
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return message
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def respond(message: str, history: List[Tuple[str, str]]) -> Tuple[List[Tuple[str, str]], str]:
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if not chat_state.client:
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return history + [(
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if not message.strip():
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return history, ""
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response = chat_state.generate_response(message)
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chat_state.history = history + [(message, response)]
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outputs=[status_text]
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)
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submit_btn.click(
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respond,
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inputs=[message_input, chatbot],
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outputs=[chatbot, message_input]
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)
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# Add
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gr.Examples(
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examples=[
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"Review this code for security issues:\n```python\ndef process_user_input(data):\n result = eval(data)\n return result```",
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"
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"
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"Write a Python function that implements merge sort with comprehensive type hints and unit tests.",
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],
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inputs=message_input,
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label="Example
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)
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return demo
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import gradio as gr
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import anthropic
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from typing import List, Dict, Optional, Tuple
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import json
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# Constants
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DEFAULT_SYSTEM_PROMPT = """You are a specialized coding assistant powered by Claude 3.5 Sonnet. Your primary focus is helping with programming tasks, code review, debugging, and software architecture. You should:
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1. Always provide complete, production-ready code solutions
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- Consider edge cases
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"""
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MAX_TOKENS = 4096
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TEMPERATURE = 0.7
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class ChatState:
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"""Manages the state of the chat session"""
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def __init__(self):
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self.client: Optional[anthropic.Client] = None
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self.system_prompt: str = DEFAULT_SYSTEM_PROMPT
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self.history: List[Tuple[str, str]] = []
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def initialize_client(self, api_key: str) -> Tuple[bool, str]:
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"""Initialize the Anthropic client with the provided API key"""
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try:
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self.client = anthropic.Client(api_key=api_key)
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# Test the API key with a minimal request
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self.client.messages.create(
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model="claude-3-sonnet-20241022",
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max_tokens=10,
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messages=[{"role": "user", "content": "test"}]
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)
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return True, "API key validated successfully!"
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except Exception as e:
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self.client = None
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return False, f"Error validating API key: {str(e)}"
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def update_system_prompt(self, new_prompt: str) -> str:
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"""Update the system prompt"""
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self.system_prompt = new_prompt
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return "System prompt updated successfully!"
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def generate_response(self, message: str) -> str:
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"""Generate a response using the Claude API"""
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return "Please enter a valid API key first."
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try:
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messages = [{"role": "system", "content": self.system_prompt}]
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for human_msg, assistant_msg in self.history:
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messages.extend([
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{"role": "user", "content": human_msg},
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{"role": "assistant", "content": assistant_msg}
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])
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messages.append({"role": "user", "content": message})
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response = self.client.messages.create(
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model="claude-3-sonnet-20241022",
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max_tokens=MAX_TOKENS,
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temperature=TEMPERATURE,
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messages=messages
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return response.content[0].text
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except Exception as e:
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return f"Error generating response: {str(e)}"
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chat_state = ChatState()
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with gr.Blocks(title="Claude Coding Assistant", theme=gr.themes.Soft()) as demo:
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with gr.Row():
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# Main chat area (2/3 width)
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with gr.Column(scale=2):
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gr.Markdown("""
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# Claude Coding Assistant π€π»
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A specialized coding assistant powered by Claude 3.5 Sonnet. Features:
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- Complete code solutions with best practices
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- Detailed explanations and documentation
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- Code review and optimization suggestions
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- Security considerations and design patterns
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""")
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# API Key input section
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with gr.Row():
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api_key_input = gr.Textbox(
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label="Anthropic API Key",
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placeholder="Enter your API key...",
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type="password",
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scale=4
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)
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validate_btn = gr.Button("Validate API Key", scale=1)
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status_text = gr.Textbox(label="Status", interactive=False, scale=2)
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# Chat interface
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chatbot = gr.Chatbot(
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height=600,
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show_label=False,
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container=True,
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show_copy_button=True
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)
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with gr.Row():
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message_input = gr.Textbox(
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label="Your message",
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placeholder="Ask me about coding, software design, or technical problems...",
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lines=3,
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scale=4
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)
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submit_btn = gr.Button("Send", scale=1)
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clear_btn = gr.Button("Clear Chat", scale=1)
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# Sidebar for system prompt (1/3 width)
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with gr.Column(scale=1):
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gr.Markdown("### System Prompt Editor")
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system_prompt_input = gr.TextArea(
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value=DEFAULT_SYSTEM_PROMPT,
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label="Customize the AI's behavior",
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lines=20,
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placeholder="Enter system prompt..."
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)
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update_prompt_btn = gr.Button("Update System Prompt")
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prompt_status = gr.Textbox(label="Prompt Status", interactive=False)
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# Event handlers
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def validate_api_key(api_key: str) -> str:
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success, message = chat_state.initialize_client(api_key)
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return message
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def update_system_prompt(new_prompt: str) -> str:
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return chat_state.update_system_prompt(new_prompt)
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def respond(message: str, history: List[Tuple[str, str]]) -> Tuple[List[Tuple[str, str]], str]:
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if not chat_state.client:
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return history + [("", "Please validate your API key first.")], ""
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response = chat_state.generate_response(message)
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chat_state.history = history + [(message, response)]
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outputs=[status_text]
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)
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update_prompt_btn.click(
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update_system_prompt,
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inputs=[system_prompt_input],
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outputs=[prompt_status]
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)
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submit_btn.click(
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respond,
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inputs=[message_input, chatbot],
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outputs=[chatbot, message_input]
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)
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# Add examples
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gr.Examples(
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examples=[
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"Can you help me implement a binary search tree in Python with type hints?",
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"Review this code for security issues:\n```python\ndef process_user_input(data):\n result = eval(data)\n return result```",
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"Explain the SOLID principles with practical examples in TypeScript.",
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"How would you implement rate limiting in a REST API?",
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],
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inputs=message_input,
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label="Example Questions"
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)
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return demo
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