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import boto3
import json
import os
from typing import Optional, Tuple, List
import nbformat
from io import StringIO
import sys
import tempfile
import zipfile
from datetime import datetime
import re
class CodingCopilot:
def __init__(self):
"""Initialize the coding copilot with AWS Bedrock client."""
self.setup_aws_client()
def setup_aws_client(self):
"""Setup AWS Bedrock client with credentials from environment variables."""
try:
self.bedrock_client = boto3.client(
'bedrock-runtime',
aws_access_key_id=os.getenv('AWS_ACCESS_KEY_ID'),
aws_secret_access_key=os.getenv('AWS_SECRET_ACCESS_KEY'),
region_name='us-east-1'
)
except Exception as e:
print(f"Error setting up AWS client: {e}")
self.bedrock_client = None
def call_claude(self, prompt: str, max_tokens: int = 8000) -> str:
"""Call Claude 3 Haiku via AWS Bedrock with increased token limit."""
if not self.bedrock_client:
return "β **Error**: AWS Bedrock client not initialized. Please check your credentials."
try:
body = {
"anthropic_version": "bedrock-2023-05-31",
"max_tokens": max_tokens,
"messages": [{"role": "user", "content": prompt}],
"temperature": 0.1,
"top_p": 0.9,
}
response = self.bedrock_client.invoke_model(
modelId="anthropic.claude-3-haiku-20240307-v1:0",
contentType='application/json',
accept='application/json',
body=json.dumps(body)
)
response_body = json.loads(response['body'].read())
return response_body['content'][0]['text']
except Exception as e:
return f"β **Error calling Claude**: {str(e)}"
def read_python_file(self, file_path: str) -> str:
"""Read content from a Python file."""
try:
with open(file_path, 'r', encoding='utf-8') as f:
return f.read()
except Exception as e:
return f"Error reading file: {str(e)}"
def read_notebook_file(self, file_path: str) -> str:
"""Read and extract code from a Jupyter notebook file."""
try:
with open(file_path, 'r', encoding='utf-8') as f:
nb = nbformat.read(f, as_version=4)
code_cells = []
for cell in nb.cells:
if cell.cell_type == 'code':
code_cells.append(f"# Cell {len(code_cells) + 1}")
code_cells.append(cell.source)
code_cells.append("")
return '\n'.join(code_cells)
except Exception as e:
return f"Error reading notebook: {str(e)}"
def process_files(self, files: List) -> Tuple[str, str]:
"""Process uploaded files and return combined content."""
if not files:
return "", "No files uploaded"
all_content = []
file_info = []
for file in files:
file_path = file.name
file_name = os.path.basename(file_path)
file_extension = os.path.splitext(file_path)[1].lower()
if file_extension == '.py':
content = self.read_python_file(file_path)
elif file_extension == '.ipynb':
content = self.read_notebook_file(file_path)
else:
continue
if content and not content.startswith("Error"):
all_content.append(f"# π File: {file_name}")
all_content.append(f"# π Type: {file_extension}")
all_content.append("# " + "="*50)
all_content.append(content)
all_content.append("\n" + "="*60 + "\n")
file_info.append(f"{file_name}")
combined_content = '\n'.join(all_content)
status = f"β
Successfully loaded {len(file_info)} files: {', '.join(file_info)}"
return combined_content, status
def extract_code_blocks(self, text: str) -> List[str]:
"""Extract code blocks from response text."""
code_blocks = re.findall(r'```(?:\w+)?\n(.*?)\n```', text, re.DOTALL)
return code_blocks
def create_download_file(self, content: str, filename: str = "generated_code.py") -> str:
"""Create a downloadable file with the given content."""
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
base_name = os.path.splitext(filename)[0]
extension = os.path.splitext(filename)[1] or '.py'
filename = f"{base_name}_{timestamp}{extension}"
temp_file = tempfile.NamedTemporaryFile(mode='w', suffix=extension, delete=False)
temp_file.write(content)
temp_file.close()
return temp_file.name
def process_message(self, message: str, files: List = None, history: List = None) -> Tuple[str, Optional[str]]:
"""Process user message and return response with optional download file."""
if history is None:
history = []
# Process files if provided
file_content = ""
file_status = ""
if files:
file_content, file_status = self.process_files(files)
# Detect continuation requests
continue_keywords = ['continue', 'continue the code', 'continue from where', 'keep going', 'add more', 'extend', 'complete the']
is_continuation = any(keyword in message.lower() for keyword in continue_keywords)
# Build comprehensive context from history
context = ""
if history:
if is_continuation:
context = "\n\nFull conversation context for continuation:\n"
for i, (user_msg, assistant_msg) in enumerate(history[-5:]):
context += f"Exchange {i+1}:\nUser: {user_msg}\nAssistant: {assistant_msg}\n\n"
else:
context = "\n\nRecent conversation context:\n"
for i, (user_msg, assistant_msg) in enumerate(history[-3:]):
context += f"User: {user_msg}\nAssistant: {assistant_msg}\n\n"
# Build specialized prompts based on request type
if is_continuation:
continuation_instructions = """CRITICAL INSTRUCTIONS FOR CONTINUATION:
1. Look at the previous conversation to understand what code was generated
2. Continue from where the previous code left off - DO NOT start from the beginning
3. Maintain the same coding style, structure, and patterns
4. Add new functionality or complete incomplete sections
5. Generate substantial code (aim for 500-2000+ lines if needed)
6. Ensure the continuation integrates seamlessly with previous code"""
file_content_section = f"\nCode files content for reference:\n```\n{file_content}\n```" if file_content else ""
final_instruction = "Based on the previous conversation, continue the code generation. Do NOT restart - pick up exactly where the previous response left off and continue building upon it. Provide substantial, complete code sections."
prompt = f"""You are an advanced coding assistant. The user is asking you to CONTINUE or EXTEND previous code.
{continuation_instructions}
User's continuation request: {message}
{file_status}
{file_content_section}
{context}
{final_instruction}"""
else:
generation_keywords = ['create', 'generate', 'build', 'make', 'develop', 'write code', 'implement', 'design']
is_generation = any(keyword in message.lower() for keyword in generation_keywords)
if is_generation:
generation_instructions = """CRITICAL INSTRUCTIONS FOR CODE GENERATION:
1. Generate COMPLETE, COMPREHENSIVE code - aim for 500-3000+ lines when appropriate
2. Include ALL necessary components: classes, functions, error handling, documentation
3. Create fully functional, production-ready applications
4. Add comprehensive comments and docstrings
5. Include proper imports, dependencies, and structure
6. Don't truncate or abbreviate - provide the FULL implementation
7. If the project is large, focus on core functionality but make it complete"""
file_content_section = f"\nReference code files:\n```\n{file_content}\n```" if file_content else ""
final_instruction = "Generate comprehensive, complete code that fully implements the requested functionality. Provide extensive code with proper structure, documentation, and all necessary components."
prompt = f"""You are an advanced coding assistant specialized in generating comprehensive, production-ready code.
{generation_instructions}
User's request: {message}
{file_status}
{file_content_section}
{context}
{final_instruction}"""
else:
file_content_section = f"\nCode files content:\n```\n{file_content}\n```" if file_content else ""
prompt = f"""You are an advanced coding assistant. Provide detailed, comprehensive responses.
User's request: {message}
{file_status}
{file_content_section}
{context}
Provide a thorough and helpful response. If suggesting code changes, provide complete implementations."""
# Get response from Claude
response = self.call_claude(prompt, max_tokens=8000)
# Extract code blocks for download
code_blocks = self.extract_code_blocks(response)
download_file = None
if code_blocks:
combined_code = "\n\n".join(code_blocks)
if len(combined_code.strip()) > 50: # Only create download if substantial code
download_file = self.create_download_file(combined_code)
return response, download_file
# Initialize the copilot
copilot = CodingCopilot()
# FIXED CSS - Proper layout and visible input area
fixed_css = """
/* Reset and base styles */
* {
box-sizing: border-box !important;
}
.gradio-container {
max-width: none !important;
width: 100% !important;
background: #0a0a0a !important;
font-family: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', sans-serif !important;
color: #ffffff !important;
padding: 1rem !important;
min-height: 100vh !important;
}
/* Header */
.header-container {
background: linear-gradient(135deg, #1a1a1a 0%, #2d1b1b 50%, #1a1a1a 100%) !important;
border: 1px solid #dc2626 !important;
border-radius: 16px !important;
padding: 1.5rem !important;
margin-bottom: 1rem !important;
box-shadow: 0 8px 32px rgba(220, 38, 38, 0.15) !important;
text-align: center !important;
}
.header-title {
color: #ffffff !important;
font-size: 2.2rem !important;
font-weight: 700 !important;
margin: 0 !important;
background: linear-gradient(135deg, #ffffff 0%, #dc2626 100%) !important;
-webkit-background-clip: text !important;
-webkit-text-fill-color: transparent !important;
background-clip: text !important;
}
.header-subtitle {
color: #a1a1aa !important;
font-size: 1rem !important;
margin: 0.5rem 0 0 0 !important;
font-weight: 400 !important;
}
/* Main layout */
.main-layout {
display: flex !important;
flex-direction: row !important;
gap: 1.5rem !important;
width: 100% !important;
min-height: calc(100vh - 200px) !important;
}
/* Sidebar */
.sidebar {
background: linear-gradient(180deg, #1a1a1a 0%, #0f0f0f 100%) !important;
border: 1px solid #dc2626 !important;
border-radius: 16px !important;
padding: 1.5rem !important;
width: 320px !important;
min-width: 320px !important;
max-width: 320px !important;
box-shadow: 0 8px 32px rgba(220, 38, 38, 0.1) !important;
overflow-y: auto !important;
height: fit-content !important;
max-height: calc(100vh - 200px) !important;
}
/* Chat area */
.chat-area {
background: linear-gradient(180deg, #111111 0%, #0a0a0a 100%) !important;
border: 1px solid #262626 !important;
border-radius: 16px !important;
flex: 1 !important;
display: flex !important;
flex-direction: column !important;
box-shadow: 0 8px 32px rgba(0, 0, 0, 0.3) !important;
min-height: 600px !important;
}
/* Chat content area */
.chat-content {
flex: 1 !important;
padding: 1.5rem !important;
overflow-y: auto !important;
min-height: 400px !important;
max-height: 500px !important;
}
/* Input section - FIXED to be visible */
.input-section {
background: #1a1a1a !important;
border-top: 1px solid #262626 !important;
padding: 1.5rem !important;
border-radius: 0 0 16px 16px !important;
min-height: 300px !important;
}
/* Quick Actions */
.quick-actions {
margin-bottom: 2rem !important;
padding-bottom: 1.5rem !important;
border-bottom: 1px solid #dc2626 !important;
}
.sidebar-title {
color: #dc2626 !important;
font-weight: 700 !important;
font-size: 1.1rem !important;
margin-bottom: 1rem !important;
text-transform: uppercase !important;
letter-spacing: 0.5px !important;
display: flex !important;
align-items: center !important;
gap: 0.5rem !important;
}
.quick-btn {
background: #1a1a1a !important;
color: #dc2626 !important;
border: 1px solid #dc2626 !important;
border-radius: 8px !important;
padding: 0.8rem 1rem !important;
font-weight: 500 !important;
cursor: pointer !important;
transition: all 0.3s ease !important;
margin-bottom: 0.6rem !important;
width: 100% !important;
text-align: left !important;
font-size: 0.85rem !important;
display: flex !important;
align-items: center !important;
gap: 0.6rem !important;
}
.quick-btn:hover {
background: #dc2626 !important;
color: #ffffff !important;
transform: translateX(3px) !important;
box-shadow: 0 4px 12px rgba(220, 38, 38, 0.2) !important;
}
/* Capabilities */
.capabilities {
color: #d1d5db !important;
font-size: 0.85rem !important;
line-height: 1.5 !important;
}
.capabilities strong {
color: #ffffff !important;
display: block !important;
margin-bottom: 0.3rem !important;
}
.capability-item {
margin-bottom: 1rem !important;
padding: 0.5rem 0 !important;
border-bottom: 1px solid #262626 !important;
}
.capability-item:last-child {
border-bottom: none !important;
}
/* Download section */
.download-section {
background: #1a1a1a !important;
border: 1px solid #dc2626 !important;
border-radius: 8px !important;
padding: 1rem !important;
margin-bottom: 1rem !important;
}
/* File upload */
.file-upload {
background: #1a1a1a !important;
border: 1px dashed #404040 !important;
border-radius: 8px !important;
padding: 1rem !important;
margin-bottom: 1rem !important;
transition: all 0.3s ease !important;
}
.file-upload:hover {
border-color: #dc2626 !important;
background: #262626 !important;
}
/* Message input */
.msg-input {
background: #262626 !important;
border: 1px solid #404040 !important;
border-radius: 8px !important;
color: #ffffff !important;
padding: 1rem !important;
font-size: 0.95rem !important;
line-height: 1.4 !important;
resize: vertical !important;
transition: all 0.3s ease !important;
width: 100% !important;
margin-bottom: 1rem !important;
min-height: 100px !important;
}
.msg-input:focus {
outline: none !important;
border-color: #dc2626 !important;
box-shadow: 0 0 0 2px rgba(220, 38, 38, 0.1) !important;
}
.msg-input::placeholder {
color: #6b7280 !important;
}
/* Button row */
.btn-row {
display: flex !important;
gap: 1rem !important;
align-items: center !important;
justify-content: flex-end !important;
}
.btn-primary {
background: linear-gradient(135deg, #dc2626 0%, #b91c1c 100%) !important;
color: white !important;
border: none !important;
border-radius: 8px !important;
padding: 0.8rem 1.5rem !important;
font-weight: 600 !important;
font-size: 0.9rem !important;
cursor: pointer !important;
transition: all 0.3s ease !important;
box-shadow: 0 4px 16px rgba(220, 38, 38, 0.2) !important;
text-transform: uppercase !important;
letter-spacing: 0.5px !important;
min-width: 80px !important;
}
.btn-primary:hover {
background: linear-gradient(135deg, #b91c1c 0%, #991b1b 100%) !important;
transform: translateY(-1px) !important;
box-shadow: 0 6px 20px rgba(220, 38, 38, 0.3) !important;
}
.btn-secondary {
background: #262626 !important;
color: #ffffff !important;
border: 1px solid #404040 !important;
border-radius: 8px !important;
padding: 0.8rem 1.5rem !important;
font-weight: 500 !important;
cursor: pointer !important;
transition: all 0.3s ease !important;
text-transform: uppercase !important;
letter-spacing: 0.5px !important;
font-size: 0.9rem !important;
min-width: 80px !important;
}
.btn-secondary:hover {
background: #404040 !important;
border-color: #dc2626 !important;
}
/* Chatbot container */
.chatbot-container {
border: none !important;
background: transparent !important;
overflow-y: auto !important;
scroll-behavior: smooth !important;
}
/* Footer */
.footer {
background: #0a0a0a !important;
border-top: 1px solid #262626 !important;
padding: 1rem !important;
text-align: center !important;
color: #6b7280 !important;
border-radius: 8px !important;
font-size: 0.8rem !important;
margin-top: 2rem !important;
}
.footer strong {
color: #dc2626 !important;
}
/* Scrollbar */
::-webkit-scrollbar {
width: 6px !important;
height: 6px !important;
}
::-webkit-scrollbar-track {
background: #1a1a1a !important;
border-radius: 3px !important;
}
::-webkit-scrollbar-thumb {
background: #404040 !important;
border-radius: 3px !important;
}
::-webkit-scrollbar-thumb:hover {
background: #dc2626 !important;
}
/* Code blocks */
pre {
background: #1a1a1a !important;
border: 1px solid #404040 !important;
border-radius: 6px !important;
padding: 1rem !important;
overflow-x: auto !important;
font-size: 0.85rem !important;
}
code {
background: #262626 !important;
padding: 2px 4px !important;
border-radius: 3px !important;
font-size: 0.85rem !important;
}
/* Responsive design */
@media (max-width: 768px) {
.main-layout {
flex-direction: column !important;
}
.sidebar {
width: 100% !important;
max-width: none !important;
min-width: auto !important;
height: auto !important;
max-height: 400px !important;
}
.header-title {
font-size: 1.8rem !important;
}
}
"""
def process_chat_message(message, files, history):
"""Process a new chat message with download support."""
if not message.strip() and not files:
return history, history, "", None, ""
if history is None:
history = []
user_msg = message
if files:
file_names = [os.path.basename(f.name) for f in files]
user_msg += f" π *[Files: {', '.join(file_names)}]*"
# Get AI response with potential download file
ai_response, download_file = copilot.process_message(message, files, history)
# Add to history
history.append([user_msg, ai_response])
# Return download file info
download_info = ""
if download_file:
download_info = "π **Code generated successfully!** Click the download button below to save your code."
return history, history, "", download_file, download_info
def clear_chat():
"""Clear the chat history."""
return [], [], None, ""
def update_download_file(response, history):
"""Update download file when new response is generated."""
if not response:
return None, ""
# Extract code blocks from the latest response
code_blocks = copilot.extract_code_blocks(response)
if code_blocks:
combined_code = "\n\n".join(code_blocks)
if len(combined_code.strip()) > 50:
download_file = copilot.create_download_file(combined_code)
return download_file, "π **Code generated!** Download available below."
return None, ""
# Create the main interface
with gr.Blocks(css=fixed_css, title="Coding Copilot Pro", theme=gr.themes.Base()) as app:
# Header
gr.HTML("""
<div class="header-container">
<h1 class="header-title">π CODING COPILOT PRO</h1>
<p class="header-subtitle">Advanced AI-Powered Development Assistant β’ Powered by Claude 3 Haiku</p>
</div>
""")
# Main content container
with gr.Row(elem_classes=["main-layout"]):
# Left Sidebar
with gr.Column(elem_classes=["sidebar"], scale=0):
# Quick Actions Section
with gr.Column(elem_classes=["quick-actions"]):
gr.HTML('<h3 class="sidebar-title"><span>β‘</span>QUICK ACTIONS</h3>')
quick_generate = gr.Button("π₯ Generate Code", elem_classes=["quick-btn"])
quick_review = gr.Button("π Code Review", elem_classes=["quick-btn"])
quick_debug = gr.Button("π Debug & Fix", elem_classes=["quick-btn"])
quick_optimize = gr.Button("β‘ Optimize Code", elem_classes=["quick-btn"])
quick_explain = gr.Button("π Explain Code", elem_classes=["quick-btn"])
quick_test = gr.Button("π§ͺ Create Tests", elem_classes=["quick-btn"])
# Capabilities Section
with gr.Column():
gr.HTML('<h3 class="sidebar-title"><span>π―</span>CAPABILITIES</h3>')
gr.HTML("""
<div class="capabilities">
<div class="capability-item">
<strong>π» Code Generation</strong>
Complete applications, modules, algorithms & APIs
</div>
<div class="capability-item">
<strong>π Code Analysis</strong>
Reviews, optimization, security & architecture
</div>
<div class="capability-item">
<strong>π Debug & Test</strong>
Error fixes, unit tests & refactoring
</div>
<div class="capability-item">
<strong>π Documentation</strong>
Docstrings, API docs & explanations
</div>
</div>
""")
# Right Chat Container
with gr.Column(elem_classes=["chat-area"], scale=1):
# Chat Messages Area
with gr.Column(elem_classes=["chat-content"]):
chatbot = gr.Chatbot(
height=400,
show_label=False,
container=True,
avatar_images=("π¨βπ»", "π€"),
elem_classes=["chatbot-container"]
)
# Input Section - COMPLETELY VISIBLE NOW
with gr.Column(elem_classes=["input-section"]):
# Download section - Show status and file
with gr.Row():
download_status = gr.HTML("", elem_classes=["download-section"])
with gr.Row():
download_file = gr.File(
label="π₯ Download Generated Code",
visible=True,
interactive=False,
elem_classes=["download-section"]
)
# File upload
files = gr.File(
label="π Upload Code Files (.py, .ipynb)",
file_count="multiple",
file_types=[".py", ".ipynb"],
elem_classes=["file-upload"]
)
# Message input
msg = gr.Textbox(
label="Your Message",
placeholder="Describe what you want to build, analyze, or improve... Type 'continue' to extend previous code.",
show_label=True,
lines=4,
max_lines=8,
elem_classes=["msg-input"]
)
# Button row
with gr.Row(elem_classes=["btn-row"]):
clear = gr.Button(
"CLEAR",
variant="secondary",
elem_classes=["btn-secondary"]
)
submit = gr.Button(
"SEND",
variant="primary",
elem_classes=["btn-primary"]
)
# Hidden state
chat_history = gr.State([])
# Event handlers
def handle_submit(message, files, history):
result = process_chat_message(message, files, history)
return result
# Quick action button handlers
quick_generate.click(
lambda: "Please generate a complete, production-ready application based on the requirements. Include all necessary components, error handling, documentation, and best practices.",
outputs=msg
)
quick_review.click(
lambda: "Please perform a comprehensive code review of the uploaded files. Analyze code quality, identify potential bugs, suggest performance improvements, check for security vulnerabilities, and provide detailed recommendations with examples.",
outputs=msg
)
quick_debug.click(
lambda: "Please debug the uploaded code thoroughly. Identify any errors, bugs, logical issues, or potential runtime problems. Provide detailed explanations and complete fixed versions of the code.",
outputs=msg
)
quick_optimize.click(
lambda: "Please optimize the uploaded code for better performance, memory usage, and readability. Provide the complete optimized version with explanations of the improvements made.",
outputs=msg
)
quick_explain.click(
lambda: "Please provide a detailed explanation of the uploaded code. Break down its functionality, explain the algorithms used, document all functions and classes, and create comprehensive documentation.",
outputs=msg
)
quick_test.click(
lambda: "Please create comprehensive unit tests for the uploaded code. Include test cases for all functions, edge cases, error handling, and integration tests where applicable.",
outputs=msg
)
# Main chat functionality
submit.click(
handle_submit,
inputs=[msg, files, chat_history],
outputs=[chatbot, chat_history, msg, download_file, download_status]
).then(
lambda: None, # Clear files after processing
outputs=files
)
msg.submit(
handle_submit,
inputs=[msg, files, chat_history],
outputs=[chatbot, chat_history, msg, download_file, download_status]
).then(
lambda: None, # Clear files after processing
outputs=files
)
clear.click(
clear_chat,
outputs=[chatbot, chat_history, download_file, download_status]
)
# Footer - Completing from where it ended
gr.HTML("""
<div class="footer">
<p><strong>π CODING COPILOT PRO</strong> - Advanced AI Development Assistant</p>
<p>Powered by <strong>Claude 3 Haiku</strong> via AWS Bedrock β’ Built with Gradio</p>
<p>π‘ Upload your code files and describe what you want to build, analyze, or improve!</p>
</div>
""")
# Show download file when available
def update_download_visibility(file_path, status):
return file_path, status
# Update download file visibility when status changes
download_status.change(
update_download_visibility,
inputs=[download_file, download_status],
outputs=[download_file, download_status]
)
# Launch the app
if __name__ == "__main__":
print("π Starting Coding Copilot Pro...")
print("π Features:")
print(" β’ Complete code generation with continuation support")
print(" β’ File upload support for .py and .ipynb files")
print(" β’ Comprehensive code analysis and debugging")
print(" β’ Download generated code as files")
print(" β’ Quick action buttons for common tasks")
print(" β’ Dark theme with responsive design")
print()
print("π§ Requirements:")
print(" β’ Set AWS_ACCESS_KEY_ID environment variable")
print(" β’ Set AWS_SECRET_ACCESS_KEY environment variable")
print(" β’ Ensure AWS Bedrock access to Claude 3 Haiku")
print()
# Launch with optimized settings
app.launch(
server_name="0.0.0.0",
server_port=7860,
share=False,
debug=False,
show_error=True,
quiet=False,
inbrowser=True,
height=800,
favicon_path=None,
ssl_verify=False,
app_kwargs={
"docs_url": None,
"redoc_url": None,
}
) |