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Update app.py
Browse files
app.py
CHANGED
@@ -1,8 +1,30 @@
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import gradio as gr
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import requests
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import os
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from typing import Dict, Tuple
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# Constants
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DEFAULTS = {
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"SYSTEM_MESSAGE": "You are CodePal.ai, an expert AI assistant specialized in helping programmers. You generate clean, efficient, and well-documented code based on user requirements.",
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@@ -17,6 +39,19 @@ API_URLS = {
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"CODE_EXTENDER": "https://api.codepal.ai/v1/code-extender/query",
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}
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def get_api_key() -> str:
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"""Fetch API key from environment variables."""
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return os.environ.get("CODEPAL_API_KEY", "")
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@@ -54,449 +89,37 @@ def handle_api_response(response) -> Tuple[bool, str]:
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return True, result["result"]
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def generate_code(language: str, requirements: str, code_style: str, include_tests: bool,
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max_tokens: int = DEFAULTS["MAX_TOKENS"],
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temperature: float = DEFAULTS["TEMPERATURE"],
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top_p: float = DEFAULTS["TOP_P"]) -> Tuple[bool, str]:
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"""Generate code using CodePal.ai API."""
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if not is_api_key_valid():
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return False, "Error: CodePal.ai API key is not configured. Please set the CODEPAL_API_KEY environment variable."
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flavor = {
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"minimal": "minimal",
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"verbose": "documented"
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}.get(code_style, "standard") if code_style in ["minimal", "verbose"] else "tests" if include_tests else "standard"
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api_key = get_api_key()
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headers = {
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"Authorization": f"Bearer {api_key}",
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"Content-Type": "application/json"
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}
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data = build_request_data(language, requirements, flavor, max_tokens, temperature, top_p)
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try:
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except Exception as e:
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return False, f"Error: {str(e)}"
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def fix_code(code: str, instructions: str, language: str = "",
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max_tokens: int = DEFAULTS["MAX_TOKENS"],
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temperature: float = DEFAULTS["TEMPERATURE"],
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top_p: float = DEFAULTS["TOP_P"]) -> Tuple[bool, str]:
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"""Fix existing code using CodePal.ai API."""
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if not is_api_key_valid():
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return False, "Error: CodePal.ai API key is not configured. Please set the CODEPAL_API_KEY environment variable."
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api_key = get_api_key()
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headers = {
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"Authorization": f"Bearer {api_key}",
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"Content-Type": "application/json"
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}
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data = build_request_data(language, instructions, "", max_tokens, temperature, top_p)
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if language and language != "auto-detect":
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data["language"] = language
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return False, f"Error: {str(e)}"
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if not is_api_key_valid():
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return False, "Error: CodePal.ai API key is not configured. Please set the CODEPAL_API_KEY environment variable."
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api_key = get_api_key()
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headers = {
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"Authorization": f"Bearer {api_key}",
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"Content-Type": "application/json"
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}
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data = build_request_data(language, instructions, "", max_tokens, temperature, top_p)
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if language and language != "auto-detect":
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data["language"] = language
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response = requests.post(API_URLS["
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return handle_api_response(response)
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except Exception as e:
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return False, f"Error: {str(e)}"
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"""Save the generated code to a file with appropriate extension."""
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extensions = {
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"python": ".py", "javascript": ".js", "typescript": ".ts", "java": ".java",
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"c": ".c", "cpp": ".cpp", "csharp": ".cs", "go": ".go", "rust": ".rs",
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"php": ".php", "ruby": ".rb", "swift": ".swift", "kotlin": ".kt",
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"html": ".html", "css": ".css", "sql": ".sql", "shell": ".sh",
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}
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extension = extensions.get(language.lower(), ".txt")
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full_file_name = f"{file_name}{extension}"
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try:
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with open(full_file_name, "w") as f:
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f.write(code)
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return f"Code successfully saved to {full_file_name}"
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except Exception as e:
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return f"Error saving code to file: {str(e)}"
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def ui_generate_code(language: str, generation_type: str, requirements: str, code_style: str,
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dependencies: str, include_tests: bool,
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max_tokens: int = DEFAULTS["MAX_TOKENS"],
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temperature: float = DEFAULTS["TEMPERATURE"],
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top_p: float = DEFAULTS["TOP_P"],
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save_file: bool = False) -> str:
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"""UI handler for code generation."""
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combined_requirements = f"{generation_type}: {requirements}"
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if dependencies:
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combined_requirements += f"\nDependencies: {dependencies}"
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success, result = generate_code(language, combined_requirements, code_style, include_tests,
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max_tokens, temperature, top_p)
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if not success:
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return result
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if save_file:
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file_message = save_to_file(result, language)
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result = f"{result}\n\n{file_message}"
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return result
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def ui_fix_code(code: str, instructions: str, language: str,
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max_tokens: int = DEFAULTS["MAX_TOKENS"],
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temperature: float = DEFAULTS["TEMPERATURE"],
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top_p: float = DEFAULTS["TOP_P"],
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save_file: bool = False) -> str:
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"""UI handler for code fixing."""
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success, result = fix_code(code, instructions, language, max_tokens, temperature, top_p)
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if not success:
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return result
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if save_file:
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file_message = save_to_file(result, language, "fixed_code")
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result = f"{result}\n\n{file_message}"
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return result
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def ui_extend_code(code: str, instructions: str, language: str,
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max_tokens: int = DEFAULTS["MAX_TOKENS"],
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temperature: float = DEFAULTS["TEMPERATURE"],
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top_p: float = DEFAULTS["TOP_P"],
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save_file: bool = False) -> str:
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"""UI handler for code extension."""
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success, result = extend_code(code, instructions, language, max_tokens, temperature, top_p)
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if not success:
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return result
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if save_file:
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file_message = save_to_file(result, language, "extended_code")
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result = f"{result}\n\n{file_message}"
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return result
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# Create Gradio Interface with tabs for different functionality
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with gr.Blocks(title="CodePal.ai Interface") as app:
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gr.Markdown(
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"""
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# CodePal.ai Code Generator
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A custom interface for the CodePal.ai API providing code generation, fixing, and extension capabilities.
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**Note**: You need to set the `CODEPAL_API_KEY` environment variable with your CodePal.ai API key.
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"""
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)
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api_key_status = gr.Markdown(
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"⚠️ **API Key Status**: Checking..." if is_api_key_valid() else "❌ **API Key Status**: Missing. Please set the CODEPAL_API_KEY environment variable."
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)
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with gr.Tabs():
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# Generate Code Tab
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with gr.TabItem("Generate Code"):
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with gr.Row():
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with gr.Column(scale=1):
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language = gr.Dropdown(
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choices=["javascript", "typescript", "python", "react", "vue", "node", "php", "java", "csharp", "html", "css", "ruby", "go", "rust", "swift"],
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value="javascript",
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label="Language/Framework"
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)
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generation_type = gr.Radio(
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choices=["component", "function", "api", "algorithm", "style", "other"],
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value="function",
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label="Generation Type"
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)
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requirements = gr.Textbox(
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lines=5,
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placeholder="Describe what you need in detail. Example: Create a function that sorts an array of objects by a specific property.",
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label="Requirements",
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info="Be as specific as possible for better results."
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)
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with gr.Accordion("Advanced Options", open=False):
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code_style = gr.Dropdown(
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choices=["standard", "functional", "oop", "minimal", "verbose"],
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value="standard",
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label="Code Style"
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)
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dependencies = gr.Textbox(
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lines=2,
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placeholder="E.g., react-router-dom, lodash, axios",
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label="Dependencies (optional)",
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info="List any packages or libraries you want to use."
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)
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include_tests = gr.Checkbox(
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label="Include unit tests",
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value=False
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)
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with gr.Group():
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gr.Markdown("### Model Settings")
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max_tokens = gr.Slider(
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minimum=1000,
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maximum=8000,
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step=100,
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value=DEFAULTS["MAX_TOKENS"],
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label="Max Tokens",
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info="Maximum number of tokens (words) in the generated response"
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)
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temperature = gr.Slider(
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minimum=0.1,
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maximum=1.0,
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step=0.05,
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value=DEFAULTS["TEMPERATURE"],
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label="Temperature",
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info="Higher values make output more random, lower values make it more deterministic"
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)
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top_p = gr.Slider(
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minimum=0.5,
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maximum=1.0,
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step=0.05,
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value=DEFAULTS["TOP_P"],
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label="Top P",
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info="Controls diversity via nucleus sampling"
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)
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save_gen_file = gr.Checkbox(
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label="Save generated code to file",
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value=False,
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info="Automatically save the generated code to a file with appropriate extension"
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)
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generate_btn = gr.Button("Generate Code", variant="primary")
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with gr.Column(scale=1):
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output_code = gr.Code(
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label="Generated Code",
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language="javascript",
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interactive=False,
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lines=20
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)
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generate_btn.click(
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fn=ui_generate_code,
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inputs=[language, generation_type, requirements, code_style, dependencies, include_tests,
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max_tokens, temperature, top_p],
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outputs=[output_code]
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)
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language.change(
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fn=lambda lang: gr.update(language=lang.lower()),
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inputs=[language],
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outputs=[output_code]
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)
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# Fix Code Tab
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with gr.TabItem("Fix Code"):
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with gr.Row():
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with gr.Column(scale=1):
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fix_language = gr.Dropdown(
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choices=["auto-detect", "javascript", "typescript", "python", "react", "vue", "node", "php", "java", "csharp", "html", "css", "ruby", "go", "rust", "swift"],
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value="auto-detect",
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label="Language (optional)"
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)
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original_code = gr.Code(
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label="Code to Fix",
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language="javascript",
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lines=10
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)
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fix_instructions = gr.Textbox(
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lines=3,
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placeholder="Describe what's wrong or what needs to be fixed.",
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label="Fix Instructions",
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info="Be specific about the issues or errors you want resolved."
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)
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with gr.Accordion("Advanced Model Settings", open=False):
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fix_max_tokens = gr.Slider(
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minimum=1000,
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maximum=8000,
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step=100,
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value=DEFAULTS["MAX_TOKENS"],
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label="Max Tokens",
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info="Maximum number of tokens (words) in the generated response"
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)
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fix_temperature = gr.Slider(
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minimum=0.1,
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maximum=1.0,
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step=0.05,
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value=DEFAULTS["TEMPERATURE"],
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label="Temperature",
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info="Higher values make output more random, lower values make it more deterministic"
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)
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fix_top_p = gr.Slider(
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minimum=0.5,
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maximum=1.0,
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step=0.05,
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value=DEFAULTS["TOP_P"],
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label="Top P",
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info="Controls diversity via nucleus sampling"
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)
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save_fix_file = gr.Checkbox(
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label="Save fixed code to file",
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value=False,
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info="Automatically save the fixed code to a file with appropriate extension"
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)
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fix_btn = gr.Button("Fix Code", variant="primary")
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with gr.Column(scale=1):
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fixed_code = gr.Code(
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label="Fixed Code",
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language="javascript",
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interactive=False,
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lines=20
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)
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fix_btn.click(
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fn=ui_fix_code,
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inputs=[original_code, fix_instructions, fix_language,
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fix_max_tokens, fix_temperature, fix_top_p],
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outputs=[fixed_code]
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)
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fix_language.change(
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fn=lambda lang: gr.update(language=lang.lower() if lang != "auto-detect" else "javascript"),
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inputs=[fix_language],
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outputs=[fixed_code]
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)
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# Extend Code Tab
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with gr.TabItem("Extend Code"):
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with gr.Row():
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with gr.Column(scale=1):
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extend_language = gr.Dropdown(
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choices=["auto-detect", "javascript", "typescript", "python", "react", "vue", "node", "php", "java", "csharp", "html", "css", "ruby", "go", "rust", "swift"],
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value="auto-detect",
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label="Language (optional)"
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)
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base_code = gr.Code(
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label="Base Code",
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language="javascript",
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lines=10
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)
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extend_instructions = gr.Textbox(
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lines=3,
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placeholder="Describe how you want to extend the code.",
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label="Extension Instructions",
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info="Be specific about what new functionality or features you want to add."
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)
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with gr.Accordion("Advanced Model Settings", open=False):
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extend_max_tokens = gr.Slider(
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minimum=1000,
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maximum=8000,
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step=100,
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value=DEFAULTS["MAX_TOKENS"],
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label="Max Tokens",
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info="Maximum number of tokens (words) in the generated response"
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)
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extend_temperature = gr.Slider(
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minimum=0.1,
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maximum=1.0,
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step=0.05,
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value=DEFAULTS["TEMPERATURE"],
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label="Temperature",
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info="Higher values make output more random, lower values make it more deterministic"
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)
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extend_top_p = gr.Slider(
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minimum=0.5,
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maximum=1.0,
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step=0.05,
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-
value=DEFAULTS["TOP_P"],
|
452 |
-
label="Top P",
|
453 |
-
info="Controls diversity via nucleus sampling"
|
454 |
-
)
|
455 |
-
|
456 |
-
extend_btn = gr.Button("Extend Code", variant="primary")
|
457 |
-
|
458 |
-
with gr.Column(scale=1):
|
459 |
-
extended_code = gr.Code(
|
460 |
-
label="Extended Code",
|
461 |
-
language="javascript",
|
462 |
-
interactive=False,
|
463 |
-
lines=20
|
464 |
-
)
|
465 |
-
|
466 |
-
extend_btn.click(
|
467 |
-
fn=ui_extend_code,
|
468 |
-
inputs=[base_code, extend_instructions, extend_language,
|
469 |
-
extend_max_tokens, extend_temperature, extend_top_p],
|
470 |
-
outputs=[extended_code]
|
471 |
-
)
|
472 |
-
|
473 |
-
extend_language.change(
|
474 |
-
fn=lambda lang: gr.update(language=lang.lower() if lang != "auto-detect" else "javascript"),
|
475 |
-
inputs=[extend_language],
|
476 |
-
outputs=[extended_code]
|
477 |
-
)
|
478 |
-
|
479 |
-
# Launch the app
|
480 |
if __name__ == "__main__":
|
481 |
-
import sys
|
482 |
-
port = int(os.environ.get("GRADIO_SERVER_PORT", 5000))
|
483 |
-
alt_port = 6000
|
484 |
-
|
485 |
try:
|
486 |
-
app.launch(
|
487 |
-
server_name="0.0.0.0",
|
488 |
-
server_port=port,
|
489 |
-
share=True,
|
490 |
-
debug=True
|
491 |
-
)
|
492 |
-
except OSError:
|
493 |
-
print(f"Port {port} is in use, trying port {alt_port} instead...")
|
494 |
-
app.launch(
|
495 |
-
server_name="0.0.0.0",
|
496 |
-
server_port=alt_port,
|
497 |
-
share=True,
|
498 |
-
debug=True
|
499 |
-
)
|
500 |
except Exception as e:
|
501 |
print(f"Error starting the Gradio application: {str(e)}")
|
502 |
sys.exit(1)
|
|
|
1 |
+
import sys
|
2 |
+
import subprocess
|
3 |
+
import logging
|
4 |
import gradio as gr
|
5 |
import requests
|
6 |
import os
|
7 |
from typing import Dict, Tuple
|
8 |
|
9 |
+
logging.basicConfig(level=logging.INFO)
|
10 |
+
logger = logging.getLogger(__name__)
|
11 |
+
|
12 |
+
def install(package):
|
13 |
+
subprocess.check_call([sys.executable, "-m", "pip", "install", package])
|
14 |
+
|
15 |
+
required_packages = ['gradio', 'requests']
|
16 |
+
for package in required_packages:
|
17 |
+
try:
|
18 |
+
__import__(package)
|
19 |
+
except ImportError:
|
20 |
+
print(f"{package} not found. Installing...")
|
21 |
+
install(package)
|
22 |
+
|
23 |
+
if not os.environ.get("CODEPAL_API_KEY"):
|
24 |
+
print("Error: CODEPAL_API_KEY environment variable is not set.")
|
25 |
+
print("Please set it and try again.")
|
26 |
+
sys.exit(1)
|
27 |
+
|
28 |
# Constants
|
29 |
DEFAULTS = {
|
30 |
"SYSTEM_MESSAGE": "You are CodePal.ai, an expert AI assistant specialized in helping programmers. You generate clean, efficient, and well-documented code based on user requirements.",
|
|
|
39 |
"CODE_EXTENDER": "https://api.codepal.ai/v1/code-extender/query",
|
40 |
}
|
41 |
|
42 |
+
def check_api_endpoints():
|
43 |
+
for name, url in API_URLS.items():
|
44 |
+
try:
|
45 |
+
response = requests.head(url)
|
46 |
+
if response.status_code == 200:
|
47 |
+
print(f"{name} API endpoint is accessible.")
|
48 |
+
else:
|
49 |
+
print(f"Warning: {name} API endpoint returned status code {response.status_code}")
|
50 |
+
except requests.RequestException as e:
|
51 |
+
print(f"Error accessing {name} API endpoint: {str(e)}")
|
52 |
+
|
53 |
+
check_api_endpoints()
|
54 |
+
|
55 |
def get_api_key() -> str:
|
56 |
"""Fetch API key from environment variables."""
|
57 |
return os.environ.get("CODEPAL_API_KEY", "")
|
|
|
89 |
|
90 |
return True, result["result"]
|
91 |
|
92 |
+
def generate_code(language: str, requirements: str, code_style: str, include_tests: bool,
|
93 |
+
max_tokens: int = DEFAULTS["MAX_TOKENS"],
|
94 |
+
temperature: float = DEFAULTS["TEMPERATURE"],
|
95 |
top_p: float = DEFAULTS["TOP_P"]) -> Tuple[bool, str]:
|
96 |
"""Generate code using CodePal.ai API."""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
97 |
try:
|
98 |
+
if not is_api_key_valid():
|
99 |
+
return False, "Error: CodePal.ai API key is not configured. Please set the CODEPAL_API_KEY environment variable."
|
|
|
|
|
|
|
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|
|
|
|
|
100 |
|
101 |
+
flavor = {
|
102 |
+
"minimal": "minimal",
|
103 |
+
"verbose": "documented"
|
104 |
+
}.get(code_style, "standard") if code_style in ["minimal", "verbose"] else "tests" if include_tests else "standard"
|
|
|
105 |
|
106 |
+
api_key = get_api_key()
|
107 |
+
headers = {
|
108 |
+
"Authorization": f"Bearer {api_key}",
|
109 |
+
"Content-Type": "application/json"
|
110 |
+
}
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
111 |
|
112 |
+
data = build_request_data(language, requirements, flavor, max_tokens, temperature, top_p)
|
113 |
+
response = requests.post(API_URLS["CODE_GENERATOR"], headers=headers, json=data)
|
114 |
return handle_api_response(response)
|
115 |
except Exception as e:
|
116 |
+
logger.error(f"Error in generate_code: {str(e)}")
|
117 |
return False, f"Error: {str(e)}"
|
118 |
|
119 |
+
# Launch the app (if applicable)
|
|
|
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|
120 |
if __name__ == "__main__":
|
|
|
|
|
|
|
|
|
121 |
try:
|
122 |
+
app.launch(share=True) # Modify based on your application's entry point
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
123 |
except Exception as e:
|
124 |
print(f"Error starting the Gradio application: {str(e)}")
|
125 |
sys.exit(1)
|