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Create app.py
Browse files
app.py
ADDED
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@@ -0,0 +1,740 @@
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| 1 |
+
import gradio as gr
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| 2 |
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import json
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| 3 |
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from datetime import datetime
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| 4 |
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import re
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import subprocess
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import sys
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| 7 |
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| 8 |
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# Default resume data
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default_resume = {
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| 10 |
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"fullName": "Alexander Johnson",
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| 11 |
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"title": "Senior Frontend Developer",
|
| 12 |
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"email": "[email protected]",
|
| 13 |
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"phone": "(555) 123-4567",
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| 14 |
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"location": "San Francisco, CA",
|
| 15 |
+
"summary": "Experienced frontend developer with 6+ years specializing in React and modern JavaScript frameworks. Passionate about creating intuitive user interfaces and optimizing web performance.",
|
| 16 |
+
"experience": [
|
| 17 |
+
{
|
| 18 |
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"id": 1,
|
| 19 |
+
"company": "Tech Innovations Inc.",
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| 20 |
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"position": "Senior Frontend Developer",
|
| 21 |
+
"duration": "2019 - Present",
|
| 22 |
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"description": "Lead frontend development for enterprise SaaS platform. Improved performance by 40% through code optimization. Mentored junior developers."
|
| 23 |
+
},
|
| 24 |
+
{
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| 25 |
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"id": 2,
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| 26 |
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"company": "WebSolutions Co.",
|
| 27 |
+
"position": "Frontend Developer",
|
| 28 |
+
"duration": "2017 - 2019",
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| 29 |
+
"description": "Developed responsive web applications using React. Collaborated with design team to implement UI/UX improvements."
|
| 30 |
+
}
|
| 31 |
+
],
|
| 32 |
+
"education": [
|
| 33 |
+
{
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| 34 |
+
"id": 1,
|
| 35 |
+
"institution": "University of California, Berkeley",
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| 36 |
+
"degree": "B.S. Computer Science",
|
| 37 |
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"duration": "2013 - 2017"
|
| 38 |
+
}
|
| 39 |
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],
|
| 40 |
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"skills": ["React", "JavaScript", "TypeScript", "HTML/CSS", "Redux", "Next.js", "Tailwind CSS", "UI/UX Design"]
|
| 41 |
+
}
|
| 42 |
+
|
| 43 |
+
# Global state
|
| 44 |
+
state = {
|
| 45 |
+
"resume_data": default_resume.copy(),
|
| 46 |
+
"dark_mode": False,
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| 47 |
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"show_preview": True,
|
| 48 |
+
"gemini_available": False,
|
| 49 |
+
"api_key": ""
|
| 50 |
+
}
|
| 51 |
+
|
| 52 |
+
# Try to import Gemini
|
| 53 |
+
try:
|
| 54 |
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import google.generativeai as genai
|
| 55 |
+
state["gemini_available"] = True
|
| 56 |
+
except ImportError:
|
| 57 |
+
state["gemini_available"] = False
|
| 58 |
+
|
| 59 |
+
def initialize_gemini_api(api_key):
|
| 60 |
+
if not state["gemini_available"]:
|
| 61 |
+
return False, "Google Generative AI library not installed. Install with: `pip install google-generativeai`"
|
| 62 |
+
|
| 63 |
+
try:
|
| 64 |
+
if api_key:
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| 65 |
+
genai.configure(api_key=api_key)
|
| 66 |
+
model = genai.GenerativeModel(model_name="gemini-1.5-pro")
|
| 67 |
+
_ = model.generate_content("Hello")
|
| 68 |
+
return True, "API key saved and verified!"
|
| 69 |
+
return False, "Please enter an API key."
|
| 70 |
+
except Exception as e:
|
| 71 |
+
return False, f"Failed to initialize Gemini API: {str(e)}"
|
| 72 |
+
|
| 73 |
+
def analyze_job_description(job_desc):
|
| 74 |
+
if not job_desc:
|
| 75 |
+
return "Please enter a job description to analyze."
|
| 76 |
+
|
| 77 |
+
if not state.get("gemini_available"):
|
| 78 |
+
return "Please set up your Gemini API key first."
|
| 79 |
+
|
| 80 |
+
prompt = f"""Analyze this job description and provide a detailed response with the following sections:
|
| 81 |
+
1. Key Skills Required
|
| 82 |
+
2. Experience Level
|
| 83 |
+
3. Match Analysis with current resume
|
| 84 |
+
4. Suggestions for Improvement
|
| 85 |
+
|
| 86 |
+
Job Description:
|
| 87 |
+
{job_desc}
|
| 88 |
+
|
| 89 |
+
Current Resume Skills:
|
| 90 |
+
{', '.join(state['resume_data']['skills'])}
|
| 91 |
+
"""
|
| 92 |
+
|
| 93 |
+
response, error = get_gemini_response(prompt)
|
| 94 |
+
if error:
|
| 95 |
+
return f"Error analyzing job description: {error}"
|
| 96 |
+
|
| 97 |
+
return response
|
| 98 |
+
|
| 99 |
+
|
| 100 |
+
def get_gemini_response(prompt, temperature=0.7):
|
| 101 |
+
if not state["gemini_available"]:
|
| 102 |
+
return None, "Gemini API not available. Please set up your API key."
|
| 103 |
+
|
| 104 |
+
try:
|
| 105 |
+
generation_config = {
|
| 106 |
+
"temperature": temperature,
|
| 107 |
+
"top_p": 0.95,
|
| 108 |
+
"top_k": 64,
|
| 109 |
+
"max_output_tokens": 8192,
|
| 110 |
+
}
|
| 111 |
+
|
| 112 |
+
model = genai.GenerativeModel(
|
| 113 |
+
model_name="gemini-1.5-pro",
|
| 114 |
+
generation_config=generation_config,
|
| 115 |
+
)
|
| 116 |
+
|
| 117 |
+
response = model.generate_content(prompt)
|
| 118 |
+
return response.parts[0].text, None
|
| 119 |
+
except Exception as e:
|
| 120 |
+
return None, f"Error getting AI response: {str(e)}"
|
| 121 |
+
|
| 122 |
+
# Custom CSS for styling
|
| 123 |
+
custom_css = """
|
| 124 |
+
:root {
|
| 125 |
+
--primary-color: #4F46E5;
|
| 126 |
+
--bg-color-light: #F9FAFB;
|
| 127 |
+
--text-color-light: #111827;
|
| 128 |
+
--card-bg-light: #FFFFFF;
|
| 129 |
+
--input-bg-light: #F3F4F6;
|
| 130 |
+
--secondary-bg-light: #EEF2FF;
|
| 131 |
+
--accent-light-light: #C7D2FE;
|
| 132 |
+
|
| 133 |
+
--bg-color-dark: #111827;
|
| 134 |
+
--text-color-dark: #F9FAFB;
|
| 135 |
+
--card-bg-dark: #1F2937;
|
| 136 |
+
--input-bg-dark: #374151;
|
| 137 |
+
--secondary-bg-dark: #1E3A8A;
|
| 138 |
+
--accent-light-dark: #818CF8;
|
| 139 |
+
}
|
| 140 |
+
|
| 141 |
+
/* Light mode (default) */
|
| 142 |
+
body {
|
| 143 |
+
background-color: var(--bg-color-light);
|
| 144 |
+
color: var(--text-color-light);
|
| 145 |
+
transition: background-color 0.3s, color 0.3s;
|
| 146 |
+
}
|
| 147 |
+
|
| 148 |
+
/* Dark mode */
|
| 149 |
+
body.dark-mode {
|
| 150 |
+
background-color: var(--bg-color-dark);
|
| 151 |
+
color: var(--text-color-dark);
|
| 152 |
+
}
|
| 153 |
+
|
| 154 |
+
/* Resume preview styling */
|
| 155 |
+
.resume-preview {
|
| 156 |
+
background: white;
|
| 157 |
+
padding: 2rem;
|
| 158 |
+
border-radius: 8px;
|
| 159 |
+
box-shadow: 0 2px 4px rgba(0,0,0,0.1);
|
| 160 |
+
color: #333;
|
| 161 |
+
font-family: 'Georgia', serif;
|
| 162 |
+
line-height: 1.4;
|
| 163 |
+
}
|
| 164 |
+
|
| 165 |
+
.skill-tag {
|
| 166 |
+
background: #f0f0f0;
|
| 167 |
+
padding: 0.25rem 0.5rem;
|
| 168 |
+
border-radius: 4px;
|
| 169 |
+
margin: 0.25rem;
|
| 170 |
+
display: inline-block;
|
| 171 |
+
}
|
| 172 |
+
|
| 173 |
+
/* Form styling */
|
| 174 |
+
.form-container {
|
| 175 |
+
padding: 1rem;
|
| 176 |
+
border-radius: 8px;
|
| 177 |
+
background-color: var(--card-bg-light);
|
| 178 |
+
}
|
| 179 |
+
|
| 180 |
+
.dark-mode .form-container {
|
| 181 |
+
background-color: var(--card-bg-dark);
|
| 182 |
+
}
|
| 183 |
+
|
| 184 |
+
/* Button styling */
|
| 185 |
+
.primary-button {
|
| 186 |
+
background-color: var(--primary-color);
|
| 187 |
+
color: white;
|
| 188 |
+
border: none;
|
| 189 |
+
padding: 0.5rem 1rem;
|
| 190 |
+
border-radius: 0.25rem;
|
| 191 |
+
cursor: pointer;
|
| 192 |
+
transition: background-color 0.3s;
|
| 193 |
+
}
|
| 194 |
+
|
| 195 |
+
.primary-button:hover {
|
| 196 |
+
background-color: #4338CA;
|
| 197 |
+
}
|
| 198 |
+
|
| 199 |
+
/* Input styling */
|
| 200 |
+
input, textarea, select {
|
| 201 |
+
background-color: var(--input-bg-light);
|
| 202 |
+
border: 1px solid #E5E7EB;
|
| 203 |
+
border-radius: 0.375rem;
|
| 204 |
+
padding: 0.5rem;
|
| 205 |
+
width: 100%;
|
| 206 |
+
color: var(--text-color-light);
|
| 207 |
+
}
|
| 208 |
+
|
| 209 |
+
.dark-mode input, .dark-mode textarea, .dark-mode select {
|
| 210 |
+
background-color: var(--input-bg-dark);
|
| 211 |
+
border-color: #4B5563;
|
| 212 |
+
color: var(--text-color-dark);
|
| 213 |
+
}
|
| 214 |
+
|
| 215 |
+
/* Section styling */
|
| 216 |
+
.section-title {
|
| 217 |
+
font-size: 1.1rem;
|
| 218 |
+
text-transform: uppercase;
|
| 219 |
+
letter-spacing: 1px;
|
| 220 |
+
color: #333;
|
| 221 |
+
margin-top: 1.5rem;
|
| 222 |
+
margin-bottom: 0.75rem;
|
| 223 |
+
font-weight: normal;
|
| 224 |
+
border-bottom: 1px solid #eee;
|
| 225 |
+
padding-bottom: 0.25rem;
|
| 226 |
+
}
|
| 227 |
+
|
| 228 |
+
.dark-mode .section-title {
|
| 229 |
+
color: var(--text-color-dark);
|
| 230 |
+
border-bottom-color: #4B5563;
|
| 231 |
+
}
|
| 232 |
+
|
| 233 |
+
/* Tab styling */
|
| 234 |
+
.tab-selected {
|
| 235 |
+
border-bottom: 2px solid var(--primary-color);
|
| 236 |
+
font-weight: bold;
|
| 237 |
+
}
|
| 238 |
+
|
| 239 |
+
/* Accordion styling */
|
| 240 |
+
.accordion {
|
| 241 |
+
border: 1px solid #E5E7EB;
|
| 242 |
+
border-radius: 0.375rem;
|
| 243 |
+
margin-bottom: 0.5rem;
|
| 244 |
+
overflow: hidden;
|
| 245 |
+
}
|
| 246 |
+
|
| 247 |
+
.dark-mode .accordion {
|
| 248 |
+
border-color: #4B5563;
|
| 249 |
+
}
|
| 250 |
+
|
| 251 |
+
.accordion-header {
|
| 252 |
+
background-color: var(--secondary-bg-light);
|
| 253 |
+
padding: 0.75rem 1rem;
|
| 254 |
+
cursor: pointer;
|
| 255 |
+
font-weight: 500;
|
| 256 |
+
}
|
| 257 |
+
|
| 258 |
+
.dark-mode .accordion-header {
|
| 259 |
+
background-color: var(--secondary-bg-dark);
|
| 260 |
+
}
|
| 261 |
+
|
| 262 |
+
.accordion-content {
|
| 263 |
+
padding: 1rem;
|
| 264 |
+
border-top: 1px solid #E5E7EB;
|
| 265 |
+
}
|
| 266 |
+
|
| 267 |
+
.dark-mode .accordion-content {
|
| 268 |
+
border-color: #4B5563;
|
| 269 |
+
}
|
| 270 |
+
|
| 271 |
+
/* AI feature styling */
|
| 272 |
+
.ai-container {
|
| 273 |
+
background-color: var(--secondary-bg-light);
|
| 274 |
+
border-radius: 0.5rem;
|
| 275 |
+
padding: 1rem;
|
| 276 |
+
margin-bottom: 1rem;
|
| 277 |
+
border-left: 4px solid var(--primary-color);
|
| 278 |
+
}
|
| 279 |
+
|
| 280 |
+
.dark-mode .ai-container {
|
| 281 |
+
background-color: var(--secondary-bg-dark);
|
| 282 |
+
}
|
| 283 |
+
|
| 284 |
+
.ai-suggestion {
|
| 285 |
+
background-color: var(--accent-light-light);
|
| 286 |
+
border-radius: 0.375rem;
|
| 287 |
+
padding: 0.75rem;
|
| 288 |
+
margin-top: 0.5rem;
|
| 289 |
+
font-size: 0.875rem;
|
| 290 |
+
border-left: 3px solid var(--primary-color);
|
| 291 |
+
}
|
| 292 |
+
|
| 293 |
+
.dark-mode .ai-suggestion {
|
| 294 |
+
background-color: var(--accent-light-dark);
|
| 295 |
+
}
|
| 296 |
+
"""
|
| 297 |
+
|
| 298 |
+
# Helper functions for UI components
|
| 299 |
+
def toggle_dark_mode():
|
| 300 |
+
state["dark_mode"] = not state["dark_mode"]
|
| 301 |
+
js_code = "<script>document.body.classList.toggle('dark-mode');</script>"
|
| 302 |
+
return gr.HTML(js_code)
|
| 303 |
+
|
| 304 |
+
def toggle_preview():
|
| 305 |
+
state["show_preview"] = not state["show_preview"]
|
| 306 |
+
preview = gr.HTML(render_resume_preview()) if state["show_preview"] else gr.HTML("")
|
| 307 |
+
return preview
|
| 308 |
+
|
| 309 |
+
def download_json():
|
| 310 |
+
json_str = json.dumps(state["resume_data"], indent=2)
|
| 311 |
+
file_path = "resume_data.json"
|
| 312 |
+
with open(file_path, "w") as f:
|
| 313 |
+
f.write(json_str)
|
| 314 |
+
return file_path
|
| 315 |
+
|
| 316 |
+
# Resume editor functions
|
| 317 |
+
def update_personal_info(fullName, title, email, phone, location):
|
| 318 |
+
state["resume_data"]["fullName"] = fullName
|
| 319 |
+
state["resume_data"]["title"] = title
|
| 320 |
+
state["resume_data"]["email"] = email
|
| 321 |
+
state["resume_data"]["phone"] = phone
|
| 322 |
+
state["resume_data"]["location"] = location
|
| 323 |
+
return render_resume_preview()
|
| 324 |
+
|
| 325 |
+
def update_summary(summary):
|
| 326 |
+
state["resume_data"]["summary"] = summary
|
| 327 |
+
return render_resume_preview()
|
| 328 |
+
|
| 329 |
+
def add_experience():
|
| 330 |
+
new_id = max([exp["id"] for exp in state["resume_data"]["experience"]], default=0) + 1
|
| 331 |
+
state["resume_data"]["experience"].append({
|
| 332 |
+
"id": new_id,
|
| 333 |
+
"company": "",
|
| 334 |
+
"position": "",
|
| 335 |
+
"duration": "",
|
| 336 |
+
"description": ""
|
| 337 |
+
})
|
| 338 |
+
return render_resume_preview()
|
| 339 |
+
|
| 340 |
+
def remove_experience(exp_id):
|
| 341 |
+
state["resume_data"]["experience"] = [exp for exp in state["resume_data"]["experience"] if exp["id"] != exp_id]
|
| 342 |
+
return render_resume_preview()
|
| 343 |
+
|
| 344 |
+
def update_experience(exp_id, company, position, duration, description):
|
| 345 |
+
for i, exp in enumerate(state["resume_data"]["experience"]):
|
| 346 |
+
if exp["id"] == exp_id:
|
| 347 |
+
state["resume_data"]["experience"][i]["company"] = company
|
| 348 |
+
state["resume_data"]["experience"][i]["position"] = position
|
| 349 |
+
state["resume_data"]["experience"][i]["duration"] = duration
|
| 350 |
+
state["resume_data"]["experience"][i]["description"] = description
|
| 351 |
+
break
|
| 352 |
+
return render_resume_preview()
|
| 353 |
+
|
| 354 |
+
def add_education():
|
| 355 |
+
new_id = max([edu["id"] for edu in state["resume_data"]["education"]], default=0) + 1
|
| 356 |
+
state["resume_data"]["education"].append({
|
| 357 |
+
"id": new_id,
|
| 358 |
+
"institution": "",
|
| 359 |
+
"degree": "",
|
| 360 |
+
"duration": ""
|
| 361 |
+
})
|
| 362 |
+
# Return updated education list and preview
|
| 363 |
+
return render_resume_preview()
|
| 364 |
+
|
| 365 |
+
def remove_education(edu_id):
|
| 366 |
+
state["resume_data"]["education"] = [edu for edu in state["resume_data"]["education"] if edu["id"] != edu_id]
|
| 367 |
+
return render_resume_preview()
|
| 368 |
+
|
| 369 |
+
def update_education(edu_id, institution, degree, duration):
|
| 370 |
+
for i, edu in enumerate(state["resume_data"]["education"]):
|
| 371 |
+
if edu["id"] == edu_id:
|
| 372 |
+
state["resume_data"]["education"][i]["institution"] = institution
|
| 373 |
+
state["resume_data"]["education"][i]["degree"] = degree
|
| 374 |
+
state["resume_data"]["education"][i]["duration"] = duration
|
| 375 |
+
break
|
| 376 |
+
return render_resume_preview()
|
| 377 |
+
|
| 378 |
+
def add_skill(new_skill):
|
| 379 |
+
if new_skill and new_skill not in state["resume_data"]["skills"]:
|
| 380 |
+
state["resume_data"]["skills"].append(new_skill)
|
| 381 |
+
return "", state["resume_data"]["skills"], render_resume_preview()
|
| 382 |
+
|
| 383 |
+
def update_skills(skills):
|
| 384 |
+
state["resume_data"]["skills"] = skills
|
| 385 |
+
return render_resume_preview()
|
| 386 |
+
|
| 387 |
+
def manage_api_key():
|
| 388 |
+
with gr.Blocks() as api_settings:
|
| 389 |
+
gr.Markdown("### 🔑 Gemini API Setup")
|
| 390 |
+
gr.Markdown("To use AI features, enter your Google Gemini API key:")
|
| 391 |
+
|
| 392 |
+
api_key = gr.Textbox(
|
| 393 |
+
label="API Key",
|
| 394 |
+
type="password",
|
| 395 |
+
value=state.get("api_key", "")
|
| 396 |
+
)
|
| 397 |
+
|
| 398 |
+
save_btn = gr.Button("Save API Key")
|
| 399 |
+
status_output = gr.Markdown()
|
| 400 |
+
|
| 401 |
+
def save_api_key(key):
|
| 402 |
+
if not key:
|
| 403 |
+
return "⚠️ Please enter an API key."
|
| 404 |
+
|
| 405 |
+
success, message = initialize_gemini_api(key)
|
| 406 |
+
if success:
|
| 407 |
+
state["api_key"] = key
|
| 408 |
+
state["gemini_available"] = True
|
| 409 |
+
return "✅ API key saved and verified!"
|
| 410 |
+
else:
|
| 411 |
+
return f"❌ {message}"
|
| 412 |
+
|
| 413 |
+
save_btn.click(
|
| 414 |
+
fn=save_api_key,
|
| 415 |
+
inputs=[api_key],
|
| 416 |
+
outputs=[status_output]
|
| 417 |
+
)
|
| 418 |
+
|
| 419 |
+
return api_key, status_output
|
| 420 |
+
|
| 421 |
+
def job_match_tab():
|
| 422 |
+
with gr.Blocks() as job_match_container:
|
| 423 |
+
gr.Markdown("### Resume-Job Matching")
|
| 424 |
+
|
| 425 |
+
if not state.get("gemini_available"):
|
| 426 |
+
with gr.Blocks():
|
| 427 |
+
gr.Markdown("⚠️ API Setup Required")
|
| 428 |
+
api_key = gr.Textbox(
|
| 429 |
+
label="Enter Gemini API Key",
|
| 430 |
+
type="password",
|
| 431 |
+
placeholder="Enter your API key here..."
|
| 432 |
+
)
|
| 433 |
+
status_output = gr.Markdown()
|
| 434 |
+
save_btn = gr.Button("Save API Key", variant="primary")
|
| 435 |
+
|
| 436 |
+
def save_api_key(key):
|
| 437 |
+
if not key:
|
| 438 |
+
return "⚠️ Please enter an API key."
|
| 439 |
+
success, message = initialize_gemini_api(key)
|
| 440 |
+
if success:
|
| 441 |
+
state["gemini_available"] = True
|
| 442 |
+
state["api_key"] = key
|
| 443 |
+
return "✅ API key saved and verified!"
|
| 444 |
+
return f"❌ {message}"
|
| 445 |
+
|
| 446 |
+
save_btn.click(fn=save_api_key, inputs=[api_key], outputs=[status_output])
|
| 447 |
+
|
| 448 |
+
with gr.Blocks():
|
| 449 |
+
job_desc = gr.Textbox(
|
| 450 |
+
label="Paste job description here",
|
| 451 |
+
lines=8,
|
| 452 |
+
placeholder="Paste the job description you want to analyze..."
|
| 453 |
+
)
|
| 454 |
+
analyze_btn = gr.Button("Analyze Job Description", variant="primary")
|
| 455 |
+
result = gr.Markdown()
|
| 456 |
+
|
| 457 |
+
def analyze_wrapper(desc):
|
| 458 |
+
if not state.get("gemini_available"):
|
| 459 |
+
return "⚠️ Please set up your Gemini API key first."
|
| 460 |
+
if not desc:
|
| 461 |
+
return "⚠️ Please enter a job description to analyze."
|
| 462 |
+
return analyze_job_description(desc)
|
| 463 |
+
|
| 464 |
+
analyze_btn.click(
|
| 465 |
+
fn=analyze_wrapper,
|
| 466 |
+
inputs=[job_desc],
|
| 467 |
+
outputs=[result]
|
| 468 |
+
)
|
| 469 |
+
|
| 470 |
+
return job_match_container
|
| 471 |
+
|
| 472 |
+
|
| 473 |
+
def analyze_job_description(job_desc):
|
| 474 |
+
if not job_desc:
|
| 475 |
+
return "Please enter a job description to analyze."
|
| 476 |
+
|
| 477 |
+
prompt = f"""
|
| 478 |
+
Analyze how well the following resume matches this job description. Consider:
|
| 479 |
+
1. Skills match
|
| 480 |
+
2. Experience relevance
|
| 481 |
+
3. Education requirements
|
| 482 |
+
4. Key qualifications
|
| 483 |
+
|
| 484 |
+
Job Description:
|
| 485 |
+
{job_desc}
|
| 486 |
+
|
| 487 |
+
Resume:
|
| 488 |
+
{json.dumps(state['resume_data'], indent=2)}
|
| 489 |
+
|
| 490 |
+
Provide a detailed analysis with:
|
| 491 |
+
- Match percentage
|
| 492 |
+
- Key matching qualifications
|
| 493 |
+
- Missing requirements
|
| 494 |
+
- Suggestions for improvement
|
| 495 |
+
"""
|
| 496 |
+
|
| 497 |
+
response, error = get_gemini_response(prompt)
|
| 498 |
+
if error:
|
| 499 |
+
return f"Error analyzing match: {error}"
|
| 500 |
+
return response
|
| 501 |
+
|
| 502 |
+
with gr.Blocks():
|
| 503 |
+
gr.Markdown("### Cover Letter Generator")
|
| 504 |
+
job_desc_cover = gr.Textbox(
|
| 505 |
+
label="Paste job description here",
|
| 506 |
+
lines=8
|
| 507 |
+
)
|
| 508 |
+
generate_btn = gr.Button("Generate Cover Letter")
|
| 509 |
+
cover_letter_output = gr.Markdown()
|
| 510 |
+
|
| 511 |
+
def generate_cover_letter(desc):
|
| 512 |
+
if not desc:
|
| 513 |
+
return "Please enter a job description."
|
| 514 |
+
|
| 515 |
+
prompt = f"""
|
| 516 |
+
Generate a professional cover letter for this job based on my resume:
|
| 517 |
+
|
| 518 |
+
Job Description:
|
| 519 |
+
{desc}
|
| 520 |
+
|
| 521 |
+
Resume Details:
|
| 522 |
+
{json.dumps(state['resume_data'], indent=2)}
|
| 523 |
+
|
| 524 |
+
Make it personal, professional, and highlight relevant experience and skills.
|
| 525 |
+
"""
|
| 526 |
+
|
| 527 |
+
response, error = get_gemini_response(prompt)
|
| 528 |
+
if error:
|
| 529 |
+
return error
|
| 530 |
+
return response
|
| 531 |
+
|
| 532 |
+
generate_btn.click(
|
| 533 |
+
fn=generate_cover_letter,
|
| 534 |
+
inputs=[job_desc_cover],
|
| 535 |
+
outputs=[cover_letter_output]
|
| 536 |
+
)
|
| 537 |
+
def generate_ai_summary():
|
| 538 |
+
data = state["resume_data"]
|
| 539 |
+
prompt = f"""
|
| 540 |
+
You are an expert resume writer. Generate a compelling professional summary for a resume with these details:
|
| 541 |
+
Name: {data['fullName']}
|
| 542 |
+
Current Position: {data['title']}
|
| 543 |
+
Skills: {', '.join(data['skills'])}
|
| 544 |
+
Experience:
|
| 545 |
+
{' '.join([f"{exp['position']} at {exp['company']} ({exp['duration']}): {exp['description']}" for exp in data['experience']])}
|
| 546 |
+
Education:
|
| 547 |
+
{' '.join([f"{edu['degree']} from {edu['institution']} ({edu['duration']})" for edu in data['education']])}
|
| 548 |
+
Rules for writing the summary:
|
| 549 |
+
1. Keep it concise (3-4 sentences maximum)
|
| 550 |
+
2. Highlight key skills and accomplishments
|
| 551 |
+
3. Focus on quantifiable achievements and impact
|
| 552 |
+
4. Use active voice and strong action verbs
|
| 553 |
+
5. Tailor it to the candidate's career level and industry
|
| 554 |
+
"""
|
| 555 |
+
response, error = get_gemini_response(prompt)
|
| 556 |
+
if error:
|
| 557 |
+
return error, error
|
| 558 |
+
|
| 559 |
+
# Update the resume data with the new summary
|
| 560 |
+
state["resume_data"]["summary"] = response
|
| 561 |
+
|
| 562 |
+
# Generate updated preview HTML
|
| 563 |
+
preview_html = render_resume_preview()
|
| 564 |
+
|
| 565 |
+
return response, preview_html
|
| 566 |
+
def render_resume_preview():
|
| 567 |
+
data = state["resume_data"]
|
| 568 |
+
preview_html = f"""
|
| 569 |
+
<div class="resume-preview">
|
| 570 |
+
<h1>{data['fullName']}</h1>
|
| 571 |
+
<h2>{data['title']}</h2>
|
| 572 |
+
<p>{data['email']} | {data['phone']} | {data['location']}</p>
|
| 573 |
+
|
| 574 |
+
<div class="section">
|
| 575 |
+
<h3>Professional Summary</h3>
|
| 576 |
+
<p>{data['summary']}</p>
|
| 577 |
+
</div>
|
| 578 |
+
|
| 579 |
+
<div class="section">
|
| 580 |
+
<h3>Experience</h3>
|
| 581 |
+
{''.join([f'''
|
| 582 |
+
<div class="experience-item">
|
| 583 |
+
<h4>{exp['company']} - {exp['position']}</h4>
|
| 584 |
+
<p>{exp['duration']}</p>
|
| 585 |
+
<p>{exp['description']}</p>
|
| 586 |
+
</div>
|
| 587 |
+
''' for exp in data['experience']])}
|
| 588 |
+
</div>
|
| 589 |
+
|
| 590 |
+
<div class="section">
|
| 591 |
+
<h3>Education</h3>
|
| 592 |
+
{''.join([f'''
|
| 593 |
+
<div class="education-item">
|
| 594 |
+
<h4>{edu['institution']}</h4>
|
| 595 |
+
<p>{edu['degree']} ({edu['duration']})</p>
|
| 596 |
+
</div>
|
| 597 |
+
''' for edu in data['education']])}
|
| 598 |
+
</div>
|
| 599 |
+
|
| 600 |
+
<div class="section">
|
| 601 |
+
<h3>Skills</h3>
|
| 602 |
+
<div class="skills-container">
|
| 603 |
+
{''.join([f'<span class="skill-tag">{skill}</span>' for skill in data['skills']])}
|
| 604 |
+
</div>
|
| 605 |
+
</div>
|
| 606 |
+
</div>
|
| 607 |
+
"""
|
| 608 |
+
return preview_html
|
| 609 |
+
def main():
|
| 610 |
+
with gr.Blocks(css=custom_css) as app:
|
| 611 |
+
gr.Markdown("# Resume Builder")
|
| 612 |
+
|
| 613 |
+
with gr.Row():
|
| 614 |
+
dark_mode_btn = gr.Button("Toggle Dark Mode")
|
| 615 |
+
preview_btn = gr.Button("Toggle Preview")
|
| 616 |
+
download_btn = gr.Button("Download Resume Data")
|
| 617 |
+
|
| 618 |
+
preview_component = gr.HTML(render_resume_preview() if state["show_preview"] else "")
|
| 619 |
+
|
| 620 |
+
dark_mode_btn.click(fn=toggle_dark_mode, outputs=gr.HTML())
|
| 621 |
+
preview_btn.click(fn=toggle_preview, outputs=[preview_component])
|
| 622 |
+
download_btn.click(fn=download_json, outputs=[gr.File()])
|
| 623 |
+
|
| 624 |
+
with gr.Tabs():
|
| 625 |
+
with gr.Tab("Edit Resume"):
|
| 626 |
+
with gr.Row():
|
| 627 |
+
with gr.Column():
|
| 628 |
+
# Personal Info Section
|
| 629 |
+
with gr.Blocks():
|
| 630 |
+
gr.Markdown("### Personal Information")
|
| 631 |
+
name = gr.Textbox(label="Full Name", value=state["resume_data"]["fullName"])
|
| 632 |
+
title = gr.Textbox(label="Title", value=state["resume_data"]["title"])
|
| 633 |
+
email = gr.Textbox(label="Email", value=state["resume_data"]["email"])
|
| 634 |
+
phone = gr.Textbox(label="Phone", value=state["resume_data"]["phone"])
|
| 635 |
+
location = gr.Textbox(label="Location", value=state["resume_data"]["location"])
|
| 636 |
+
save_personal = gr.Button("Save Personal Info")
|
| 637 |
+
|
| 638 |
+
# Summary Section
|
| 639 |
+
with gr.Blocks():
|
| 640 |
+
gr.Markdown("### Professional Summary")
|
| 641 |
+
summary = gr.Textbox(
|
| 642 |
+
label="Summary",
|
| 643 |
+
lines=4,
|
| 644 |
+
value=state["resume_data"]["summary"]
|
| 645 |
+
)
|
| 646 |
+
save_summary = gr.Button("Save Summary")
|
| 647 |
+
generate_summary_btn = gr.Button("Generate AI Summary")
|
| 648 |
+
|
| 649 |
+
# Experience Section
|
| 650 |
+
with gr.Blocks():
|
| 651 |
+
gr.Markdown("### Experience")
|
| 652 |
+
add_exp_btn = gr.Button("Add Experience")
|
| 653 |
+
for exp in state["resume_data"]["experience"]:
|
| 654 |
+
with gr.Group():
|
| 655 |
+
exp_company = gr.Textbox(label="Company", value=exp["company"])
|
| 656 |
+
exp_position = gr.Textbox(label="Position", value=exp["position"])
|
| 657 |
+
exp_duration = gr.Textbox(label="Duration", value=exp["duration"])
|
| 658 |
+
exp_description = gr.Textbox(label="Description", lines=3, value=exp["description"])
|
| 659 |
+
with gr.Row():
|
| 660 |
+
save_exp_btn = gr.Button("Save")
|
| 661 |
+
remove_exp_btn = gr.Button("Remove")
|
| 662 |
+
|
| 663 |
+
# Education Section
|
| 664 |
+
with gr.Blocks():
|
| 665 |
+
gr.Markdown("### Education")
|
| 666 |
+
add_edu_btn = gr.Button("Add Education")
|
| 667 |
+
for edu in state["resume_data"]["education"]:
|
| 668 |
+
with gr.Group():
|
| 669 |
+
edu_institution = gr.Textbox(label="Institution", value=edu["institution"])
|
| 670 |
+
edu_degree = gr.Textbox(label="Degree", value=edu["degree"])
|
| 671 |
+
edu_duration = gr.Textbox(label="Duration", value=edu["duration"])
|
| 672 |
+
with gr.Row():
|
| 673 |
+
save_edu_btn = gr.Button("Save")
|
| 674 |
+
remove_edu_btn = gr.Button("Remove")
|
| 675 |
+
|
| 676 |
+
# Skills Section
|
| 677 |
+
with gr.Blocks():
|
| 678 |
+
gr.Markdown("### Skills")
|
| 679 |
+
with gr.Row():
|
| 680 |
+
new_skill = gr.Textbox(label="Add Skill")
|
| 681 |
+
add_skill_btn = gr.Button("Add")
|
| 682 |
+
skills_list = gr.List(
|
| 683 |
+
value=state["resume_data"]["skills"],
|
| 684 |
+
type="array",
|
| 685 |
+
interactive=True
|
| 686 |
+
)
|
| 687 |
+
|
| 688 |
+
with gr.Column():
|
| 689 |
+
preview = gr.HTML(render_resume_preview())
|
| 690 |
+
|
| 691 |
+
# Connect event handlers
|
| 692 |
+
save_personal.click(
|
| 693 |
+
fn=update_personal_info,
|
| 694 |
+
inputs=[name, title, email, phone, location],
|
| 695 |
+
outputs=[preview]
|
| 696 |
+
)
|
| 697 |
+
|
| 698 |
+
save_summary.click(
|
| 699 |
+
fn=update_summary,
|
| 700 |
+
inputs=[summary],
|
| 701 |
+
outputs=[preview]
|
| 702 |
+
)
|
| 703 |
+
|
| 704 |
+
generate_summary_btn.click(
|
| 705 |
+
fn=generate_ai_summary,
|
| 706 |
+
outputs=[summary, preview]
|
| 707 |
+
)
|
| 708 |
+
|
| 709 |
+
add_exp_btn.click(
|
| 710 |
+
fn=add_experience,
|
| 711 |
+
outputs=[preview]
|
| 712 |
+
)
|
| 713 |
+
|
| 714 |
+
add_edu_btn.click(
|
| 715 |
+
fn=add_education,
|
| 716 |
+
outputs=[preview]
|
| 717 |
+
)
|
| 718 |
+
|
| 719 |
+
add_skill_btn.click(
|
| 720 |
+
fn=add_skill,
|
| 721 |
+
inputs=[new_skill],
|
| 722 |
+
outputs=[new_skill, skills_list, preview]
|
| 723 |
+
)
|
| 724 |
+
|
| 725 |
+
skills_list.change(
|
| 726 |
+
fn=update_skills,
|
| 727 |
+
inputs=[skills_list],
|
| 728 |
+
outputs=[preview]
|
| 729 |
+
)
|
| 730 |
+
|
| 731 |
+
with gr.Tab("Job Match"):
|
| 732 |
+
job_match_tab()
|
| 733 |
+
|
| 734 |
+
with gr.Tab("Settings"):
|
| 735 |
+
manage_api_key()
|
| 736 |
+
app.launch()
|
| 737 |
+
|
| 738 |
+
if __name__ == "__main__":
|
| 739 |
+
main()
|
| 740 |
+
|