sachin
commited on
Commit
·
187ada4
1
Parent(s):
af455be
init
Browse files- app.py +253 -0
- requirements.txt +2 -0
- sample_resume.pdf +0 -0
app.py
ADDED
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| 1 |
+
import gradio as gr
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| 2 |
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import os
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| 3 |
+
import tempfile
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| 4 |
+
import dwani
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| 5 |
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import logging
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| 6 |
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import re
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| 7 |
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| 8 |
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# Set up logging
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| 9 |
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logging.basicConfig(level=logging.INFO)
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| 10 |
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logger = logging.getLogger(__name__)
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| 11 |
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| 12 |
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# Configure dwani API settings from environment variables
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| 13 |
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dwani.api_key = os.getenv("DWANI_API_KEY")
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| 14 |
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dwani.api_base = os.getenv("DWANI_API_BASE_URL")
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| 15 |
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| 16 |
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if not dwani.api_key or not dwani.api_base:
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| 17 |
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logger.error("API key or base URL not set. Please set DWANI_API_KEY and DWANI_API_BASE_URL environment variables.")
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| 18 |
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raise RuntimeError("Please set DWANI_API_KEY and DWANI_API_BASE_URL environment variables.")
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| 19 |
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| 20 |
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# Language options for dropdowns (display name and code)
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| 21 |
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language_options = [
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| 22 |
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("English", "eng_Latn"),
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| 23 |
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("Kannada", "kan_Knda"),
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| 24 |
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("Hindi", "hin_Deva")
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| 25 |
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]
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| 26 |
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| 27 |
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language_names = [lang[0] for lang in language_options]
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| 28 |
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lang_code_map = {lang[0]: lang[1] for lang in language_options}
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| 29 |
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| 30 |
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| 31 |
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def parse_page_numbers(pages_str):
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| 32 |
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"""
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| 33 |
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Parse a string of comma-separated page numbers/ranges into a sorted list of unique integers.
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| 34 |
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Example inputs:
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| 35 |
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"1,3,5"
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| 36 |
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"1-3,5"
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| 37 |
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"""
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| 38 |
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pages = set()
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| 39 |
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for part in pages_str.split(","):
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| 40 |
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part = part.strip()
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| 41 |
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if "-" in part:
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| 42 |
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try:
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| 43 |
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start, end = map(int, part.split("-"))
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| 44 |
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if start > end or start < 1:
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| 45 |
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continue
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| 46 |
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pages.update(range(start, end + 1))
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| 47 |
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except ValueError:
|
| 48 |
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continue
|
| 49 |
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else:
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| 50 |
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try:
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| 51 |
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page = int(part)
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| 52 |
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if page >= 1:
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| 53 |
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pages.add(page)
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| 54 |
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except ValueError:
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| 55 |
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continue
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| 56 |
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return sorted(pages)
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| 57 |
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| 58 |
+
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| 59 |
+
def simple_format_resume(text):
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| 60 |
+
"""
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| 61 |
+
Basic formatting for resume text:
|
| 62 |
+
- Convert '** text **' to bold <b>text</b>
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| 63 |
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- Replace multiple dots or underscores with horizontal lines
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| 64 |
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- Preserve line breaks with <br>
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| 65 |
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"""
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| 66 |
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# Convert ** bold ** to <b>bold</b>
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| 67 |
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text = re.sub(r"\*\*\s*(.*?)\s*\*\*", r"<b>\1</b>", text)
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| 68 |
+
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| 69 |
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# Replace long sequences of dots or underscores with <hr>
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| 70 |
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text = re.sub(r"([.\-_])\1{5,}", "<hr>", text)
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| 71 |
+
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| 72 |
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# Preserve line breaks
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| 73 |
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text = text.replace('\r\n', '\n').replace('\r', '\n')
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| 74 |
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text = text.replace('\n', '<br>')
|
| 75 |
+
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| 76 |
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return text
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| 77 |
+
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| 78 |
+
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| 79 |
+
def results_to_html(results):
|
| 80 |
+
"""
|
| 81 |
+
Convert the results dictionary into an HTML formatted string,
|
| 82 |
+
applying basic formatting to preserve resume style.
|
| 83 |
+
"""
|
| 84 |
+
html_lines = []
|
| 85 |
+
for page, content in results.items():
|
| 86 |
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html_lines.append(f"<h2>{page}</h2>")
|
| 87 |
+
if "error" in content:
|
| 88 |
+
html_lines.append(f"<p style='color:red;'><b>Error:</b> {content['error']}</p>")
|
| 89 |
+
else:
|
| 90 |
+
html_lines.append("<h3>Original Text:</h3>")
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| 91 |
+
original_html = simple_format_resume(content.get('Original Text', ''))
|
| 92 |
+
html_lines.append(f"<div style='background:#f0f0f0; padding:10px; border-radius:5px;'>{original_html}</div>")
|
| 93 |
+
|
| 94 |
+
response_text = content.get('Response', '')
|
| 95 |
+
if response_text:
|
| 96 |
+
html_lines.append(f"<p><b>Response:</b><br>{response_text}</p>")
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| 97 |
+
|
| 98 |
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html_lines.append(f"<p><b>Processed Page:</b> {content.get('Processed Page', '')}</p>")
|
| 99 |
+
|
| 100 |
+
translated_html = simple_format_resume(content.get('Translated Response', ''))
|
| 101 |
+
html_lines.append("<h3>Translated Resume:</h3>")
|
| 102 |
+
html_lines.append(f"<div style='background:#e8f5e9; padding:10px; border-radius:5px;'>{translated_html}</div>")
|
| 103 |
+
|
| 104 |
+
html_lines.append("<hr>")
|
| 105 |
+
return "\n".join(html_lines)
|
| 106 |
+
|
| 107 |
+
|
| 108 |
+
def results_to_markdown(results):
|
| 109 |
+
"""
|
| 110 |
+
Convert the results dictionary into a Markdown formatted string,
|
| 111 |
+
preserving the translated resume content in code blocks.
|
| 112 |
+
"""
|
| 113 |
+
md_lines = []
|
| 114 |
+
for page, content in results.items():
|
| 115 |
+
md_lines.append(f"## {page}\n")
|
| 116 |
+
if "error" in content:
|
| 117 |
+
md_lines.append(f"**Error:** {content['error']}\n")
|
| 118 |
+
else:
|
| 119 |
+
md_lines.append("**Original Text:**\n\n```")
|
| 120 |
+
md_lines.append(content.get('Original Text', '') + "\n")
|
| 121 |
+
md_lines.append("```\n")
|
| 122 |
+
|
| 123 |
+
response_text = content.get('Response', '')
|
| 124 |
+
if response_text:
|
| 125 |
+
md_lines.append("Response:\n\n" + response_text + "\n")
|
| 126 |
+
|
| 127 |
+
md_lines.append("**Processed Page:** " + str(content.get('Processed Page', '')) + "\n")
|
| 128 |
+
|
| 129 |
+
translated = content.get('Translated Response', '')
|
| 130 |
+
md_lines.append("**Translated Resume:**\n\n```")
|
| 131 |
+
md_lines.append(translated + "\n")
|
| 132 |
+
md_lines.append("```\n")
|
| 133 |
+
|
| 134 |
+
md_lines.append("\n---\n")
|
| 135 |
+
return "\n".join(md_lines)
|
| 136 |
+
|
| 137 |
+
|
| 138 |
+
def process_pdf(pdf_file, pages_str, prompt, src_lang, tgt_lang):
|
| 139 |
+
logger.info(f"Processing PDF: {pdf_file}, Pages: {pages_str}, Prompt: {prompt}, Source: {src_lang}, Target: {tgt_lang}")
|
| 140 |
+
|
| 141 |
+
if not pdf_file:
|
| 142 |
+
return "Error: Please upload a PDF file", None
|
| 143 |
+
|
| 144 |
+
if not prompt.strip():
|
| 145 |
+
return "Error: Please provide a non-empty prompt", None
|
| 146 |
+
|
| 147 |
+
pages = parse_page_numbers(pages_str)
|
| 148 |
+
if not pages:
|
| 149 |
+
return "Error: Please provide valid page numbers (e.g., 1,3,5 or 1-3)", None
|
| 150 |
+
|
| 151 |
+
src_lang_code = lang_code_map.get(src_lang)
|
| 152 |
+
tgt_lang_code = lang_code_map.get(tgt_lang)
|
| 153 |
+
|
| 154 |
+
if not src_lang_code or not tgt_lang_code:
|
| 155 |
+
return "Error: Invalid source or target language selection", None
|
| 156 |
+
|
| 157 |
+
file_path = pdf_file.name if hasattr(pdf_file, 'name') else pdf_file
|
| 158 |
+
|
| 159 |
+
results = {}
|
| 160 |
+
for page_number in pages:
|
| 161 |
+
try:
|
| 162 |
+
# Call Dwani API (without 'prompt' arg as it's unsupported)
|
| 163 |
+
result = dwani.Documents.run_extract(
|
| 164 |
+
file_path=file_path,
|
| 165 |
+
page_number=page_number,
|
| 166 |
+
src_lang=src_lang_code,
|
| 167 |
+
tgt_lang=tgt_lang_code
|
| 168 |
+
)
|
| 169 |
+
logger.debug(f"API response for page {page_number}: {result}")
|
| 170 |
+
|
| 171 |
+
page_data = None
|
| 172 |
+
for p in result.get('pages', []):
|
| 173 |
+
if p.get('processed_page') == page_number:
|
| 174 |
+
page_data = p
|
| 175 |
+
break
|
| 176 |
+
|
| 177 |
+
if page_data is None:
|
| 178 |
+
results[f"Page {page_number}"] = {"error": "No data returned for this page"}
|
| 179 |
+
continue
|
| 180 |
+
|
| 181 |
+
results[f"Page {page_number}"] = {
|
| 182 |
+
"Processed Page": page_data.get("processed_page", "N/A"),
|
| 183 |
+
"Original Text": page_data.get("page_content", "N/A"),
|
| 184 |
+
"Translated Response": page_data.get("translated_content", "N/A"),
|
| 185 |
+
"Response": ""
|
| 186 |
+
}
|
| 187 |
+
except dwani.exceptions.DwaniAPIError as e:
|
| 188 |
+
logger.error(f"Dwani API error on page {page_number}: {e}")
|
| 189 |
+
results[f"Page {page_number}"] = {"error": f"API error: {str(e)}"}
|
| 190 |
+
except Exception as e:
|
| 191 |
+
logger.error(f"Unexpected error on page {page_number}: {e}")
|
| 192 |
+
results[f"Page {page_number}"] = {"error": f"Unexpected error: {str(e)}"}
|
| 193 |
+
|
| 194 |
+
# Convert results to HTML for display
|
| 195 |
+
html_text = results_to_html(results)
|
| 196 |
+
|
| 197 |
+
# Save markdown for download
|
| 198 |
+
markdown_text = results_to_markdown(results)
|
| 199 |
+
temp_md_file = tempfile.NamedTemporaryFile(delete=False, suffix=".md", mode='w', encoding='utf-8')
|
| 200 |
+
temp_md_file.write(markdown_text)
|
| 201 |
+
temp_md_file.close()
|
| 202 |
+
|
| 203 |
+
return html_text, temp_md_file.name
|
| 204 |
+
|
| 205 |
+
|
| 206 |
+
# Gradio UI
|
| 207 |
+
with gr.Blocks(title="Resume Translator") as demo:
|
| 208 |
+
gr.Markdown("# Resume Translator")
|
| 209 |
+
gr.Markdown(
|
| 210 |
+
"Upload your resume PDF, specify pages to translate, enter a prompt (e.g., 'Translate the resume'), "
|
| 211 |
+
"and select source and target languages."
|
| 212 |
+
)
|
| 213 |
+
|
| 214 |
+
with gr.Row():
|
| 215 |
+
with gr.Column():
|
| 216 |
+
pdf_input = gr.File(label="Upload Resume PDF", file_types=[".pdf"])
|
| 217 |
+
pages_input = gr.Textbox(
|
| 218 |
+
label="Page Numbers",
|
| 219 |
+
placeholder="e.g., 1,3,5 or 1-3",
|
| 220 |
+
value="1",
|
| 221 |
+
lines=1
|
| 222 |
+
)
|
| 223 |
+
prompt_input = gr.Textbox(
|
| 224 |
+
label="Custom Prompt",
|
| 225 |
+
placeholder="e.g., Translate the resume",
|
| 226 |
+
value="Translate the resume",
|
| 227 |
+
lines=2
|
| 228 |
+
)
|
| 229 |
+
src_lang_input = gr.Dropdown(
|
| 230 |
+
label="Source Language",
|
| 231 |
+
choices=language_names,
|
| 232 |
+
value="English"
|
| 233 |
+
)
|
| 234 |
+
tgt_lang_input = gr.Dropdown(
|
| 235 |
+
label="Target Language",
|
| 236 |
+
choices=language_names,
|
| 237 |
+
value="Kannada"
|
| 238 |
+
)
|
| 239 |
+
submit_btn = gr.Button("Translate")
|
| 240 |
+
|
| 241 |
+
with gr.Column():
|
| 242 |
+
output_html = gr.HTML(label="Translated Resume Output")
|
| 243 |
+
download_md = gr.File(label="Download Translated Resume (Markdown)")
|
| 244 |
+
|
| 245 |
+
submit_btn.click(
|
| 246 |
+
fn=process_pdf,
|
| 247 |
+
inputs=[pdf_input, pages_input, prompt_input, src_lang_input, tgt_lang_input],
|
| 248 |
+
outputs=[output_html, download_md]
|
| 249 |
+
)
|
| 250 |
+
|
| 251 |
+
|
| 252 |
+
if __name__ == "__main__":
|
| 253 |
+
demo.launch()
|
requirements.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
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|
|
|
|
|
|
|
| 1 |
+
gradio
|
| 2 |
+
dwani
|
sample_resume.pdf
ADDED
|
Binary file (74.3 kB). View file
|
|
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