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Browse files- app.py +641 -0
- requirements.txt +7 -0
app.py
ADDED
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| 1 |
+
import os
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| 2 |
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import streamlit as st
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+
from groq import Groq
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from streamlit_tags import st_tags
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import time
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from typing import Optional
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| 7 |
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| 8 |
+
# Configuration
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| 9 |
+
PRIMARY_MODEL = "qwen-2.5-coder-32b"
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| 10 |
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BACKUP_MODEL = "llama3-70b-8192"
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| 11 |
+
LANGUAGES = ["Python", "JavaScript", "Java", "C++", "Go", "Rust", "TypeScript", "Swift", "Kotlin", "C#"]
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| 12 |
+
THEMES = ["Neon", "Cyberpunk", "Solarized", "Dracula", "Monokai", "Nord", "Ocean", "Matrix"]
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| 13 |
+
COMPLEXITY_LEVELS = {
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| 14 |
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"Basic": {
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"description": "Simple implementation with minimal features",
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+
"icon": "π±",
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| 17 |
+
"temperature": 0.3
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| 18 |
+
},
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+
"Medium": {
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| 20 |
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"description": "Well-structured code with comments and basic error handling",
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| 21 |
+
"icon": "π",
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| 22 |
+
"temperature": 0.5
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| 23 |
+
},
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| 24 |
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"Advanced": {
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| 25 |
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"description": "Production-ready with tests, documentation, and robust error handling",
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| 26 |
+
"icon": "π",
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| 27 |
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"temperature": 0.7
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| 28 |
+
},
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| 29 |
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"Expert": {
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| 30 |
+
"description": "Optimized solution with advanced patterns, benchmarks, and scalability",
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| 31 |
+
"icon": "π§ ",
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| 32 |
+
"temperature": 0.9
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| 33 |
+
}
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| 34 |
+
}
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| 35 |
+
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| 36 |
+
# Streamlit UI Config
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| 37 |
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st.set_page_config(
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| 38 |
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page_title="AstraCode Pro",
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| 39 |
+
page_icon="π»",
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| 40 |
+
layout="wide",
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| 41 |
+
initial_sidebar_state="expanded"
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| 42 |
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)
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| 43 |
+
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| 44 |
+
# Custom CSS for Modern Theme with advanced styling
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| 45 |
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def inject_custom_css(theme="Neon"):
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| 46 |
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theme_properties = {
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| 47 |
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"Neon": {
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| 48 |
+
"primary": "#4fffb0",
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| 49 |
+
"secondary": "#ff4fd8",
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| 50 |
+
"bg": "#1a1a2e",
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| 51 |
+
"text": "#ffffff",
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| 52 |
+
"accent": "#00ff88",
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| 53 |
+
"gradient": "linear-gradient(135deg, #1a1a2e 0%, #16213e 100%)"
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| 54 |
+
},
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| 55 |
+
"Cyberpunk": {
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| 56 |
+
"primary": "#ff2a6d",
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| 57 |
+
"secondary": "#05d9e8",
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| 58 |
+
"bg": "#1a1a2e",
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| 59 |
+
"text": "#d1f7ff",
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| 60 |
+
"accent": "#ff9a00",
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| 61 |
+
"gradient": "linear-gradient(135deg, #1a1a2e 0%, #0d1b2a 100%)"
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| 62 |
+
},
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| 63 |
+
"Solarized": {
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| 64 |
+
"primary": "#268bd2",
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| 65 |
+
"secondary": "#d33682",
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| 66 |
+
"bg": "#fdf6e3",
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| 67 |
+
"text": "#073642",
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| 68 |
+
"accent": "#cb4b16",
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| 69 |
+
"gradient": "linear-gradient(135deg, #fdf6e3 0%, #eee8d5 100%)"
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| 70 |
+
},
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| 71 |
+
"Dracula": {
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| 72 |
+
"primary": "#bd93f9",
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| 73 |
+
"secondary": "#ff79c6",
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| 74 |
+
"bg": "#282a36",
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| 75 |
+
"text": "#f8f8f2",
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| 76 |
+
"accent": "#50fa7b",
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| 77 |
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"gradient": "linear-gradient(135deg, #282a36 0%, #44475a 100%)"
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| 78 |
+
},
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| 79 |
+
"Monokai": {
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| 80 |
+
"primary": "#a6e22e",
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| 81 |
+
"secondary": "#fd971f",
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| 82 |
+
"bg": "#272822",
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| 83 |
+
"text": "#f8f8f2",
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| 84 |
+
"accent": "#f92672",
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| 85 |
+
"gradient": "linear-gradient(135deg, #272822 0%, #1e1f1c 100%)"
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| 86 |
+
},
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| 87 |
+
"Nord": {
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| 88 |
+
"primary": "#81a1c1",
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| 89 |
+
"secondary": "#d08770",
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| 90 |
+
"bg": "#2e3440",
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| 91 |
+
"text": "#d8dee9",
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| 92 |
+
"accent": "#5e81ac",
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| 93 |
+
"gradient": "linear-gradient(135deg, #2e3440 0%, #3b4252 100%)"
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| 94 |
+
},
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| 95 |
+
"Ocean": {
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| 96 |
+
"primary": "#7fdbff",
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| 97 |
+
"secondary": "#ff851b",
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| 98 |
+
"bg": "#001f3f",
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| 99 |
+
"text": "#ffffff",
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| 100 |
+
"accent": "#2ecc40",
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| 101 |
+
"gradient": "linear-gradient(135deg, #001f3f 0%, #0074d9 100%)"
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| 102 |
+
},
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| 103 |
+
"Matrix": {
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| 104 |
+
"primary": "#00ff41",
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| 105 |
+
"secondary": "#008f11",
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| 106 |
+
"bg": "#000000",
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| 107 |
+
"text": "#00ff41",
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| 108 |
+
"accent": "#00ff41",
|
| 109 |
+
"gradient": "linear-gradient(135deg, #000000 0%, #003b00 100%)"
|
| 110 |
+
}
|
| 111 |
+
}
|
| 112 |
+
|
| 113 |
+
colors = theme_properties.get(theme, theme_properties["Neon"])
|
| 114 |
+
|
| 115 |
+
st.markdown(f"""
|
| 116 |
+
<style>
|
| 117 |
+
/* Base styles */
|
| 118 |
+
.main {{
|
| 119 |
+
background: {colors['gradient']} !important;
|
| 120 |
+
color: {colors['text']} !important;
|
| 121 |
+
}}
|
| 122 |
+
|
| 123 |
+
/* Input fields */
|
| 124 |
+
.stTextInput input, .stSelectbox select, .stTextArea textarea {{
|
| 125 |
+
color: {colors['primary']} !important;
|
| 126 |
+
background: rgba(0,0,0,0.2) !important;
|
| 127 |
+
border-radius: 12px !important;
|
| 128 |
+
border: 1px solid {colors['secondary']} !important;
|
| 129 |
+
padding: 10px 15px !important;
|
| 130 |
+
box-shadow: 0 2px 10px rgba(0,0,0,0.1) !important;
|
| 131 |
+
transition: all 0.3s ease !important;
|
| 132 |
+
}}
|
| 133 |
+
|
| 134 |
+
.stTextInput input:focus, .stSelectbox select:focus, .stTextArea textarea:focus {{
|
| 135 |
+
border-color: {colors['accent']} !important;
|
| 136 |
+
box-shadow: 0 0 0 2px {colors['accent']}33 !important;
|
| 137 |
+
}}
|
| 138 |
+
|
| 139 |
+
/* Buttons */
|
| 140 |
+
.stButton>button {{
|
| 141 |
+
background: rgba(0,0,0,0.3) !important;
|
| 142 |
+
border: 2px solid {colors['primary']} !important;
|
| 143 |
+
color: {colors['primary']} !important;
|
| 144 |
+
border-radius: 12px !important;
|
| 145 |
+
padding: 8px 16px !important;
|
| 146 |
+
transition: all 0.3s ease !important;
|
| 147 |
+
font-weight: 600 !important;
|
| 148 |
+
box-shadow: 0 4px 6px rgba(0,0,0,0.1) !important;
|
| 149 |
+
}}
|
| 150 |
+
|
| 151 |
+
.stButton>button:hover {{
|
| 152 |
+
background: {colors['primary']}22 !important;
|
| 153 |
+
transform: translateY(-2px) !important;
|
| 154 |
+
box-shadow: 0 6px 12px {colors['primary']}33 !important;
|
| 155 |
+
}}
|
| 156 |
+
|
| 157 |
+
/* Code blocks */
|
| 158 |
+
.code-block {{
|
| 159 |
+
border: 2px solid {colors['secondary']};
|
| 160 |
+
border-radius: 15px;
|
| 161 |
+
padding: 1rem;
|
| 162 |
+
background: rgba(0,0,0,0.3);
|
| 163 |
+
margin-bottom: 1rem;
|
| 164 |
+
box-shadow: 0 8px 16px rgba(0,0,0,0.2);
|
| 165 |
+
}}
|
| 166 |
+
|
| 167 |
+
/* Sidebar */
|
| 168 |
+
.sidebar .sidebar-content {{
|
| 169 |
+
background: rgba(0,0,0,0.3) !important;
|
| 170 |
+
backdrop-filter: blur(10px) !important;
|
| 171 |
+
border-right: 1px solid {colors['secondary']}33 !important;
|
| 172 |
+
}}
|
| 173 |
+
|
| 174 |
+
/* Headers */
|
| 175 |
+
h1, h2, h3, h4, h5, h6 {{
|
| 176 |
+
color: {colors['primary']} !important;
|
| 177 |
+
text-shadow: 0 2px 4px rgba(0,0,0,0.3);
|
| 178 |
+
}}
|
| 179 |
+
|
| 180 |
+
/* Expander */
|
| 181 |
+
.st-expander {{
|
| 182 |
+
background: rgba(0,0,0,0.2) !important;
|
| 183 |
+
border: 1px solid {colors['secondary']} !important;
|
| 184 |
+
border-radius: 12px !important;
|
| 185 |
+
}}
|
| 186 |
+
|
| 187 |
+
.st-expander .st-expanderHeader {{
|
| 188 |
+
color: {colors['primary']} !important;
|
| 189 |
+
font-weight: 600 !important;
|
| 190 |
+
}}
|
| 191 |
+
|
| 192 |
+
/* Progress bar */
|
| 193 |
+
.stProgress > div > div > div {{
|
| 194 |
+
background: {colors['accent']} !important;
|
| 195 |
+
}}
|
| 196 |
+
|
| 197 |
+
/* Custom scrollbar */
|
| 198 |
+
::-webkit-scrollbar {{
|
| 199 |
+
width: 8px;
|
| 200 |
+
height: 8px;
|
| 201 |
+
}}
|
| 202 |
+
|
| 203 |
+
::-webkit-scrollbar-track {{
|
| 204 |
+
background: rgba(0,0,0,0.1);
|
| 205 |
+
}}
|
| 206 |
+
|
| 207 |
+
::-webkit-scrollbar-thumb {{
|
| 208 |
+
background: {colors['secondary']};
|
| 209 |
+
border-radius: 4px;
|
| 210 |
+
}}
|
| 211 |
+
|
| 212 |
+
::-webkit-scrollbar-thumb:hover {{
|
| 213 |
+
background: {colors['primary']};
|
| 214 |
+
}}
|
| 215 |
+
|
| 216 |
+
/* Custom cards */
|
| 217 |
+
.custom-card {{
|
| 218 |
+
background: rgba(0,0,0,0.2) !important;
|
| 219 |
+
border-radius: 16px !important;
|
| 220 |
+
padding: 20px !important;
|
| 221 |
+
border: 1px solid {colors['secondary']}33 !important;
|
| 222 |
+
box-shadow: 0 8px 16px rgba(0,0,0,0.1) !important;
|
| 223 |
+
margin-bottom: 20px !important;
|
| 224 |
+
}}
|
| 225 |
+
|
| 226 |
+
/* Tooltips */
|
| 227 |
+
.stTooltip {{
|
| 228 |
+
background: {colors['bg']} !important;
|
| 229 |
+
color: {colors['text']} !important;
|
| 230 |
+
border: 1px solid {colors['secondary']} !important;
|
| 231 |
+
border-radius: 8px !important;
|
| 232 |
+
}}
|
| 233 |
+
|
| 234 |
+
/* Tabs */
|
| 235 |
+
.stTabs [data-baseweb="tab-list"] {{
|
| 236 |
+
gap: 8px;
|
| 237 |
+
}}
|
| 238 |
+
|
| 239 |
+
.stTabs [data-baseweb="tab"] {{
|
| 240 |
+
background: rgba(0,0,0,0.2) !important;
|
| 241 |
+
border-radius: 12px !important;
|
| 242 |
+
padding: 8px 16px !important;
|
| 243 |
+
transition: all 0.3s ease !important;
|
| 244 |
+
}}
|
| 245 |
+
|
| 246 |
+
.stTabs [aria-selected="true"] {{
|
| 247 |
+
background: {colors['primary']}22 !important;
|
| 248 |
+
color: {colors['primary']} !important;
|
| 249 |
+
font-weight: 600 !important;
|
| 250 |
+
border: 1px solid {colors['primary']} !important;
|
| 251 |
+
}}
|
| 252 |
+
</style>
|
| 253 |
+
""", unsafe_allow_html=True)
|
| 254 |
+
|
| 255 |
+
# Initialize Groq Client
|
| 256 |
+
def get_groq_client():
|
| 257 |
+
api_key = os.getenv("GROQ_API_KEY")
|
| 258 |
+
if not api_key:
|
| 259 |
+
st.error("GROQ_API_KEY not found! Please set it in environment variables or secrets.")
|
| 260 |
+
return None
|
| 261 |
+
return Groq(api_key=api_key)
|
| 262 |
+
|
| 263 |
+
# Enhanced Code Generation Function
|
| 264 |
+
def generate_code(
|
| 265 |
+
query: str,
|
| 266 |
+
language: str,
|
| 267 |
+
model: str,
|
| 268 |
+
client: Groq,
|
| 269 |
+
complexity: str,
|
| 270 |
+
keywords: Optional[list] = None,
|
| 271 |
+
style: Optional[str] = None
|
| 272 |
+
) -> Optional[str]:
|
| 273 |
+
complexity_config = COMPLEXITY_LEVELS.get(complexity, COMPLEXITY_LEVELS["Medium"])
|
| 274 |
+
|
| 275 |
+
prompt = f"""
|
| 276 |
+
{complexity_config['description']} in {language}:
|
| 277 |
+
{query}
|
| 278 |
+
|
| 279 |
+
Requirements:
|
| 280 |
+
- Use {language} best practices
|
| 281 |
+
- Include appropriate comments
|
| 282 |
+
- Follow clean code principles
|
| 283 |
+
"""
|
| 284 |
+
|
| 285 |
+
if keywords:
|
| 286 |
+
prompt += f"\nKeywords to consider: {', '.join(keywords)}"
|
| 287 |
+
if style:
|
| 288 |
+
prompt += f"\nCoding style: {style}"
|
| 289 |
+
|
| 290 |
+
if complexity == "Expert":
|
| 291 |
+
prompt += """
|
| 292 |
+
Additional requirements:
|
| 293 |
+
- Include performance benchmarks if applicable
|
| 294 |
+
- Add scalability considerations
|
| 295 |
+
- Document trade-offs and alternatives
|
| 296 |
+
- Include unit tests
|
| 297 |
+
"""
|
| 298 |
+
|
| 299 |
+
prompt += """
|
| 300 |
+
IMPORTANT: Return ONLY the raw executable code with comments,
|
| 301 |
+
without any additional explanation before or after the code block.
|
| 302 |
+
"""
|
| 303 |
+
|
| 304 |
+
try:
|
| 305 |
+
completion = client.chat.completions.create(
|
| 306 |
+
model=model,
|
| 307 |
+
messages=[{
|
| 308 |
+
"role": "user",
|
| 309 |
+
"content": prompt
|
| 310 |
+
}],
|
| 311 |
+
temperature=complexity_config['temperature'],
|
| 312 |
+
max_tokens=4096,
|
| 313 |
+
top_p=0.95
|
| 314 |
+
)
|
| 315 |
+
|
| 316 |
+
# Extract just the code block if it's wrapped in markdown
|
| 317 |
+
raw_content = completion.choices[0].message.content
|
| 318 |
+
if '```' in raw_content:
|
| 319 |
+
code = raw_content.split('```')[1]
|
| 320 |
+
if code.startswith(language.lower()):
|
| 321 |
+
code = code[len(language.lower()):]
|
| 322 |
+
return code.strip()
|
| 323 |
+
return raw_content.strip()
|
| 324 |
+
except Exception as e:
|
| 325 |
+
st.error(f"Error generating code: {str(e)}")
|
| 326 |
+
return None
|
| 327 |
+
|
| 328 |
+
# Code Explanation Function
|
| 329 |
+
def generate_explanation(code: str, language: str, client: Groq, complexity: str) -> Optional[str]:
|
| 330 |
+
complexity_config = COMPLEXITY_LEVELS.get(complexity, COMPLEXITY_LEVELS["Medium"])
|
| 331 |
+
|
| 332 |
+
try:
|
| 333 |
+
explanation = client.chat.completions.create(
|
| 334 |
+
model=PRIMARY_MODEL,
|
| 335 |
+
messages=[{
|
| 336 |
+
"role": "user",
|
| 337 |
+
"content": f"""
|
| 338 |
+
Explain this {language} code in {complexity.lower()} terms:
|
| 339 |
+
{code}
|
| 340 |
+
|
| 341 |
+
Structure your explanation:
|
| 342 |
+
1. Overview of what the code does
|
| 343 |
+
2. Key components/functions
|
| 344 |
+
3. Flow of execution
|
| 345 |
+
4. {complexity_config['description']} considerations
|
| 346 |
+
"""
|
| 347 |
+
}],
|
| 348 |
+
temperature=0.3,
|
| 349 |
+
max_tokens=1024
|
| 350 |
+
)
|
| 351 |
+
return explanation.choices[0].message.content
|
| 352 |
+
except Exception as e:
|
| 353 |
+
st.error(f"Error generating explanation: {str(e)}")
|
| 354 |
+
return None
|
| 355 |
+
|
| 356 |
+
# Code Optimization Function
|
| 357 |
+
def optimize_code(code: str, language: str, client: Groq) -> Optional[str]:
|
| 358 |
+
try:
|
| 359 |
+
optimized = client.chat.completions.create(
|
| 360 |
+
model=PRIMARY_MODEL,
|
| 361 |
+
messages=[{
|
| 362 |
+
"role": "user",
|
| 363 |
+
"content": f"""
|
| 364 |
+
Optimize this {language} code for performance and readability:
|
| 365 |
+
{code}
|
| 366 |
+
|
| 367 |
+
Return:
|
| 368 |
+
1. Optimized code with comments explaining changes
|
| 369 |
+
2. Performance benchmarks if applicable
|
| 370 |
+
3. Memory usage considerations
|
| 371 |
+
|
| 372 |
+
IMPORTANT: Return ONLY the raw executable code with comments,
|
| 373 |
+
without any additional explanation before or after the code block.
|
| 374 |
+
"""
|
| 375 |
+
}],
|
| 376 |
+
temperature=0.5,
|
| 377 |
+
max_tokens=4096
|
| 378 |
+
)
|
| 379 |
+
|
| 380 |
+
raw_content = optimized.choices[0].message.content
|
| 381 |
+
if '```' in raw_content:
|
| 382 |
+
optimized_code = raw_content.split('```')[1]
|
| 383 |
+
if optimized_code.startswith(language.lower()):
|
| 384 |
+
optimized_code = optimized_code[len(language.lower()):]
|
| 385 |
+
return optimized_code.strip()
|
| 386 |
+
return raw_content.strip()
|
| 387 |
+
except Exception as e:
|
| 388 |
+
st.error(f"Error optimizing code: {str(e)}")
|
| 389 |
+
return None
|
| 390 |
+
|
| 391 |
+
# Main App Interface
|
| 392 |
+
def main():
|
| 393 |
+
client = get_groq_client()
|
| 394 |
+
if not client:
|
| 395 |
+
return
|
| 396 |
+
|
| 397 |
+
# Sidebar for settings
|
| 398 |
+
with st.sidebar:
|
| 399 |
+
st.title("βοΈ AstraCode Pro Settings")
|
| 400 |
+
|
| 401 |
+
# Theme selection with preview
|
| 402 |
+
selected_theme = st.selectbox("Theme", THEMES, index=0, key="theme_select")
|
| 403 |
+
inject_custom_css(selected_theme)
|
| 404 |
+
|
| 405 |
+
# Language selection
|
| 406 |
+
selected_language = st.selectbox("Programming Language", LANGUAGES, index=0)
|
| 407 |
+
|
| 408 |
+
# Complexity selection with icons and descriptions
|
| 409 |
+
complexity = st.selectbox(
|
| 410 |
+
"Code Complexity",
|
| 411 |
+
options=list(COMPLEXITY_LEVELS.keys()),
|
| 412 |
+
format_func=lambda x: f"{COMPLEXITY_LEVELS[x]['icon']} {x}",
|
| 413 |
+
index=1,
|
| 414 |
+
help="Select the level of complexity for the generated code"
|
| 415 |
+
)
|
| 416 |
+
|
| 417 |
+
# Display complexity description
|
| 418 |
+
with st.expander("Complexity Details", expanded=False):
|
| 419 |
+
st.markdown(f"**{complexity}** {COMPLEXITY_LEVELS[complexity]['icon']}")
|
| 420 |
+
st.caption(COMPLEXITY_LEVELS[complexity]['description'])
|
| 421 |
+
|
| 422 |
+
# Additional options
|
| 423 |
+
with st.expander("Advanced Options", expanded=False):
|
| 424 |
+
coding_style = st.selectbox(
|
| 425 |
+
"Coding Style",
|
| 426 |
+
["Default", "Functional", "OOP", "Procedural", "Concise", "Verbose"],
|
| 427 |
+
index=0
|
| 428 |
+
)
|
| 429 |
+
|
| 430 |
+
tags = st_tags(
|
| 431 |
+
label="Keywords/Tags:",
|
| 432 |
+
text="Press enter to add more",
|
| 433 |
+
value=[],
|
| 434 |
+
key="tags",
|
| 435 |
+
suggestions=["algorithm", "data structure", "API", "GUI", "CLI"]
|
| 436 |
+
)
|
| 437 |
+
|
| 438 |
+
auto_explain = st.checkbox("Auto-generate explanation", value=True)
|
| 439 |
+
show_metadata = st.checkbox("Show code metadata", value=False)
|
| 440 |
+
|
| 441 |
+
st.markdown("---")
|
| 442 |
+
st.markdown("### About AstraCode Pro")
|
| 443 |
+
st.caption("A next-gen AI code generator with advanced customization and theming")
|
| 444 |
+
|
| 445 |
+
# Main content area
|
| 446 |
+
st.title(f"π» AstraCode Pro")
|
| 447 |
+
st.caption("Generate production-ready code with AI-powered assistance")
|
| 448 |
+
|
| 449 |
+
# Layout columns
|
| 450 |
+
col1, col2 = st.columns([4, 1])
|
| 451 |
+
|
| 452 |
+
with col1:
|
| 453 |
+
# Code description input
|
| 454 |
+
with st.container(border=True):
|
| 455 |
+
query = st.text_area(
|
| 456 |
+
"Describe your coding requirement:",
|
| 457 |
+
height=150,
|
| 458 |
+
placeholder="e.g., A REST API endpoint for user authentication with JWT tokens\nor\nA React component for a responsive product carousel",
|
| 459 |
+
help="Be as specific as possible for better results"
|
| 460 |
+
)
|
| 461 |
+
|
| 462 |
+
# Initialize session state
|
| 463 |
+
if 'generated_code' not in st.session_state:
|
| 464 |
+
st.session_state.generated_code = None
|
| 465 |
+
if 'alternative_code' not in st.session_state:
|
| 466 |
+
st.session_state.alternative_code = None
|
| 467 |
+
if 'optimized_code' not in st.session_state:
|
| 468 |
+
st.session_state.optimized_code = None
|
| 469 |
+
if 'explanation' not in st.session_state:
|
| 470 |
+
st.session_state.explanation = None
|
| 471 |
+
|
| 472 |
+
# Action buttons
|
| 473 |
+
action_cols = st.columns([1, 1, 1, 1, 1, 2])
|
| 474 |
+
|
| 475 |
+
with action_cols[0]:
|
| 476 |
+
if st.button("π Generate", use_container_width=True, help="Generate initial code implementation"):
|
| 477 |
+
if not query:
|
| 478 |
+
st.warning("Please enter a code description")
|
| 479 |
+
else:
|
| 480 |
+
with st.spinner(f"Generating {complexity.lower()} {selected_language} code..."):
|
| 481 |
+
progress_bar = st.progress(0)
|
| 482 |
+
|
| 483 |
+
for i in range(100):
|
| 484 |
+
time.sleep(0.02)
|
| 485 |
+
progress_bar.progress(i + 1)
|
| 486 |
+
|
| 487 |
+
code = generate_code(
|
| 488 |
+
query,
|
| 489 |
+
selected_language,
|
| 490 |
+
PRIMARY_MODEL,
|
| 491 |
+
client,
|
| 492 |
+
complexity,
|
| 493 |
+
tags,
|
| 494 |
+
coding_style if coding_style != "Default" else None
|
| 495 |
+
)
|
| 496 |
+
|
| 497 |
+
if not code:
|
| 498 |
+
st.warning("Trying backup model...")
|
| 499 |
+
code = generate_code(
|
| 500 |
+
query,
|
| 501 |
+
selected_language,
|
| 502 |
+
BACKUP_MODEL,
|
| 503 |
+
client,
|
| 504 |
+
complexity,
|
| 505 |
+
tags,
|
| 506 |
+
coding_style if coding_style != "Default" else None
|
| 507 |
+
)
|
| 508 |
+
|
| 509 |
+
if code:
|
| 510 |
+
st.session_state.generated_code = code
|
| 511 |
+
st.session_state.alternative_code = None
|
| 512 |
+
st.session_state.optimized_code = None
|
| 513 |
+
|
| 514 |
+
if auto_explain:
|
| 515 |
+
with st.spinner("Generating explanation..."):
|
| 516 |
+
st.session_state.explanation = generate_explanation(
|
| 517 |
+
code,
|
| 518 |
+
selected_language,
|
| 519 |
+
client,
|
| 520 |
+
complexity
|
| 521 |
+
)
|
| 522 |
+
|
| 523 |
+
progress_bar.empty()
|
| 524 |
+
|
| 525 |
+
with action_cols[1]:
|
| 526 |
+
if st.button("π Alternative", use_container_width=True,
|
| 527 |
+
disabled=not st.session_state.generated_code,
|
| 528 |
+
help="Generate alternative implementation"):
|
| 529 |
+
with st.spinner(f"Generating alternative {selected_language} solution..."):
|
| 530 |
+
alt_code = generate_code(
|
| 531 |
+
f"Alternative approach for: {query}",
|
| 532 |
+
selected_language,
|
| 533 |
+
PRIMARY_MODEL,
|
| 534 |
+
client,
|
| 535 |
+
complexity,
|
| 536 |
+
tags,
|
| 537 |
+
coding_style if coding_style != "Default" else None
|
| 538 |
+
)
|
| 539 |
+
if alt_code:
|
| 540 |
+
st.session_state.alternative_code = alt_code
|
| 541 |
+
|
| 542 |
+
with action_cols[2]:
|
| 543 |
+
if st.button("β‘ Optimize", use_container_width=True,
|
| 544 |
+
disabled=not st.session_state.generated_code,
|
| 545 |
+
help="Optimize the generated code"):
|
| 546 |
+
with st.spinner(f"Optimizing {selected_language} code..."):
|
| 547 |
+
optimized = optimize_code(
|
| 548 |
+
st.session_state.generated_code,
|
| 549 |
+
selected_language,
|
| 550 |
+
client
|
| 551 |
+
)
|
| 552 |
+
if optimized:
|
| 553 |
+
st.session_state.optimized_code = optimized
|
| 554 |
+
|
| 555 |
+
with action_cols[3]:
|
| 556 |
+
if st.button("π Explain", use_container_width=True,
|
| 557 |
+
disabled=not st.session_state.generated_code,
|
| 558 |
+
help="Generate detailed explanation"):
|
| 559 |
+
with st.spinner("Generating code explanation..."):
|
| 560 |
+
st.session_state.explanation = generate_explanation(
|
| 561 |
+
st.session_state.generated_code,
|
| 562 |
+
selected_language,
|
| 563 |
+
client,
|
| 564 |
+
complexity
|
| 565 |
+
)
|
| 566 |
+
|
| 567 |
+
with action_cols[4]:
|
| 568 |
+
if st.button("π§Ή Clear", use_container_width=True,
|
| 569 |
+
help="Clear all generated content"):
|
| 570 |
+
st.session_state.generated_code = None
|
| 571 |
+
st.session_state.alternative_code = None
|
| 572 |
+
st.session_state.optimized_code = None
|
| 573 |
+
st.session_state.explanation = None
|
| 574 |
+
|
| 575 |
+
# Display results in tabs
|
| 576 |
+
if st.session_state.generated_code:
|
| 577 |
+
tab1, tab2, tab3 = st.tabs(["Generated Code", "Optimized Code", "Explanation"])
|
| 578 |
+
|
| 579 |
+
with tab1:
|
| 580 |
+
st.subheader(f"Generated {selected_language} Code ({complexity})")
|
| 581 |
+
|
| 582 |
+
if show_metadata:
|
| 583 |
+
with st.expander("Code Metadata", expanded=False):
|
| 584 |
+
metadata_cols = st.columns(3)
|
| 585 |
+
with metadata_cols[0]:
|
| 586 |
+
st.metric("Language", selected_language)
|
| 587 |
+
with metadata_cols[1]:
|
| 588 |
+
st.metric("Complexity", complexity)
|
| 589 |
+
with metadata_cols[2]:
|
| 590 |
+
st.metric("Style", coding_style)
|
| 591 |
+
|
| 592 |
+
st.code(st.session_state.generated_code, language=selected_language.lower())
|
| 593 |
+
|
| 594 |
+
if st.session_state.explanation and auto_explain:
|
| 595 |
+
with st.expander("Auto-generated Explanation", expanded=False):
|
| 596 |
+
st.markdown(st.session_state.explanation)
|
| 597 |
+
|
| 598 |
+
with tab2:
|
| 599 |
+
if st.session_state.optimized_code:
|
| 600 |
+
st.subheader(f"Optimized {selected_language} Code")
|
| 601 |
+
st.code(st.session_state.optimized_code, language=selected_language.lower())
|
| 602 |
+
else:
|
| 603 |
+
st.info("Click the 'Optimize' button to generate an optimized version")
|
| 604 |
+
|
| 605 |
+
with tab3:
|
| 606 |
+
if st.session_state.explanation:
|
| 607 |
+
st.subheader("Code Explanation")
|
| 608 |
+
st.markdown(st.session_state.explanation)
|
| 609 |
+
else:
|
| 610 |
+
st.info("Click the 'Explain' button to generate a code explanation")
|
| 611 |
+
|
| 612 |
+
# Alternative solution section
|
| 613 |
+
if st.session_state.alternative_code:
|
| 614 |
+
st.markdown("---")
|
| 615 |
+
with st.container(border=True):
|
| 616 |
+
st.subheader(f"Alternative {selected_language} Solution")
|
| 617 |
+
st.code(st.session_state.alternative_code, language=selected_language.lower())
|
| 618 |
+
|
| 619 |
+
# Empty state
|
| 620 |
+
elif not st.session_state.generated_code and not query:
|
| 621 |
+
with st.container(border=True):
|
| 622 |
+
st.subheader("Welcome to AstraCode Pro!")
|
| 623 |
+
st.markdown("""
|
| 624 |
+
<div style="opacity: 0.8;">
|
| 625 |
+
<p>Get started by:</p>
|
| 626 |
+
<ol>
|
| 627 |
+
<li>Describing your coding requirement in the text area</li>
|
| 628 |
+
<li>Selecting your preferred language and complexity</li>
|
| 629 |
+
<li>Clicking "Generate" to create your code</li>
|
| 630 |
+
</ol>
|
| 631 |
+
<p>Try these examples:</p>
|
| 632 |
+
<ul>
|
| 633 |
+
<li><i>"A Python function to calculate Fibonacci sequence with memoization"</i></li>
|
| 634 |
+
<li><i>"A React component for a responsive image gallery with lazy loading"</i></li>
|
| 635 |
+
<li><i>"A REST API in Node.js with Express for user authentication"</i></li>
|
| 636 |
+
</ul>
|
| 637 |
+
</div>
|
| 638 |
+
""", unsafe_allow_html=True)
|
| 639 |
+
|
| 640 |
+
if __name__ == "__main__":
|
| 641 |
+
main()
|
requirements.txt
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
streamlit
|
| 2 |
+
groq
|
| 3 |
+
streamlit-tags
|
| 4 |
+
pygments
|
| 5 |
+
python-dotenv
|
| 6 |
+
torch
|
| 7 |
+
streamlit-extras
|