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Create app.py
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app.py
ADDED
@@ -0,0 +1,369 @@
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1 |
+
import gradio as gr
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2 |
+
import requests
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3 |
+
import json
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4 |
+
import os
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5 |
+
import re
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6 |
+
from typing import List, Dict, Optional
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7 |
+
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8 |
+
# Initialize OpenAI client if available
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9 |
+
openai_client = None
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10 |
+
if os.environ.get("OPENAI_API_KEY"):
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11 |
+
try:
|
12 |
+
from openai import OpenAI
|
13 |
+
openai_client = OpenAI(api_key=os.environ.get("OPENAI_API_KEY"))
|
14 |
+
except ImportError:
|
15 |
+
print("OpenAI library not installed. Install with: pip install openai")
|
16 |
+
openai_client = None
|
17 |
+
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18 |
+
class GradioOutreachAgent:
|
19 |
+
def __init__(self):
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20 |
+
self.github_token = os.environ.get("GITHUB_TOKEN")
|
21 |
+
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22 |
+
def extract_pr_info(self, pr_data: Dict) -> Dict:
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23 |
+
"""Extract key info from PR"""
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24 |
+
return {
|
25 |
+
"title": pr_data["title"],
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26 |
+
"description": pr_data.get("body", "") or "",
|
27 |
+
"author": pr_data["user"]["login"],
|
28 |
+
"author_name": pr_data["user"].get("name") or pr_data["user"]["login"],
|
29 |
+
"html_url": pr_data["html_url"],
|
30 |
+
"number": pr_data["number"],
|
31 |
+
"labels": [label["name"] for label in pr_data.get("labels", [])],
|
32 |
+
"merged_at": pr_data.get("merged_at"),
|
33 |
+
"files_changed": self.get_pr_files(pr_data.get("url", "")),
|
34 |
+
"repo_name": pr_data.get("base", {}).get("repo", {}).get("name", "gradio"),
|
35 |
+
"diff_url": pr_data.get("diff_url", ""),
|
36 |
+
"patch_url": pr_data.get("patch_url", ""),
|
37 |
+
"commits": pr_data.get("commits", 0),
|
38 |
+
"additions": pr_data.get("additions", 0),
|
39 |
+
"deletions": pr_data.get("deletions", 0),
|
40 |
+
"changed_files": pr_data.get("changed_files", 0)
|
41 |
+
}
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42 |
+
|
43 |
+
def get_pr_files(self, pr_url: str) -> List[Dict]:
|
44 |
+
"""Get files changed in PR"""
|
45 |
+
if not pr_url or not self.github_token:
|
46 |
+
return []
|
47 |
+
|
48 |
+
files_url = f"{pr_url}/files"
|
49 |
+
headers = {"Authorization": f"token {self.github_token}"}
|
50 |
+
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51 |
+
try:
|
52 |
+
response = requests.get(files_url, headers=headers)
|
53 |
+
if response.status_code == 200:
|
54 |
+
return response.json()
|
55 |
+
except Exception as e:
|
56 |
+
print(f"Error fetching PR files: {e}")
|
57 |
+
|
58 |
+
return []
|
59 |
+
|
60 |
+
def get_pr_diff(self, pr_info: Dict) -> str:
|
61 |
+
"""Get PR diff content"""
|
62 |
+
if not pr_info.get("diff_url") or not self.github_token:
|
63 |
+
return ""
|
64 |
+
|
65 |
+
headers = {"Authorization": f"token {self.github_token}"}
|
66 |
+
|
67 |
+
try:
|
68 |
+
response = requests.get(pr_info["diff_url"], headers=headers)
|
69 |
+
if response.status_code == 200:
|
70 |
+
# Limit diff size to avoid token limits
|
71 |
+
diff_content = response.text
|
72 |
+
if len(diff_content) > 8000: # Limit to ~8k characters
|
73 |
+
diff_content = diff_content[:8000] + "\n... (truncated)"
|
74 |
+
return diff_content
|
75 |
+
except Exception as e:
|
76 |
+
print(f"Error fetching PR diff: {e}")
|
77 |
+
|
78 |
+
return ""
|
79 |
+
|
80 |
+
def extract_images_from_pr(self, pr_info: Dict) -> List[str]:
|
81 |
+
"""Extract image URLs from PR description and files"""
|
82 |
+
images = []
|
83 |
+
|
84 |
+
# Extract from PR description with multiple patterns
|
85 |
+
description = pr_info["description"]
|
86 |
+
|
87 |
+
# Pattern 1: Standard markdown images 
|
88 |
+
img_pattern1 = r'!\[.*?\]\((.*?)\)'
|
89 |
+
img_matches1 = re.findall(img_pattern1, description)
|
90 |
+
|
91 |
+
# Pattern 2: HTML img tags
|
92 |
+
img_pattern2 = r'<img[^>]+src=["\']([^"\']+)["\']'
|
93 |
+
img_matches2 = re.findall(img_pattern2, description)
|
94 |
+
|
95 |
+
# Pattern 3: Direct image URLs
|
96 |
+
img_pattern3 = r'https?://[^\s]+\.(?:png|jpg|jpeg|gif|webp|svg)'
|
97 |
+
img_matches3 = re.findall(img_pattern3, description, re.IGNORECASE)
|
98 |
+
|
99 |
+
# Combine all matches
|
100 |
+
all_matches = img_matches1 + img_matches2 + img_matches3
|
101 |
+
|
102 |
+
for img_url in all_matches:
|
103 |
+
if img_url.startswith("http"):
|
104 |
+
images.append(img_url)
|
105 |
+
|
106 |
+
# Extract from changed files
|
107 |
+
for file in pr_info.get("files_changed", []):
|
108 |
+
filename = file["filename"]
|
109 |
+
if any(filename.lower().endswith(ext) for ext in ['.png', '.jpg', '.jpeg', '.gif', '.webp', '.svg']):
|
110 |
+
if file["status"] in ["added", "modified"]:
|
111 |
+
# Try to construct the raw URL for the image
|
112 |
+
raw_url = file.get("raw_url")
|
113 |
+
if raw_url:
|
114 |
+
images.append(raw_url)
|
115 |
+
|
116 |
+
# Remove duplicates while preserving order
|
117 |
+
unique_images = []
|
118 |
+
for img in images:
|
119 |
+
if img not in unique_images:
|
120 |
+
unique_images.append(img)
|
121 |
+
|
122 |
+
return unique_images
|
123 |
+
|
124 |
+
def generate_tweet_from_pr_analysis(self, pr_info: Dict) -> str:
|
125 |
+
"""Generate tweet by analyzing the entire PR content"""
|
126 |
+
if not openai_client:
|
127 |
+
return self.generate_fallback_tweet(pr_info)
|
128 |
+
|
129 |
+
# Get PR diff for better understanding
|
130 |
+
diff_content = self.get_pr_diff(pr_info)
|
131 |
+
|
132 |
+
# Prepare comprehensive PR context
|
133 |
+
files_summary = self.summarize_files_changed(pr_info.get("files_changed", []))
|
134 |
+
|
135 |
+
prompt = f"""Analyze this GitHub PR and create a viral tweet explaining what was accomplished:
|
136 |
+
|
137 |
+
PR DETAILS:
|
138 |
+
Title: {pr_info['title']}
|
139 |
+
Description: {pr_info['description']}
|
140 |
+
Author: {pr_info['author_name']}
|
141 |
+
Files Changed: {pr_info['changed_files']} files
|
142 |
+
Lines Added: {pr_info['additions']}
|
143 |
+
Lines Deleted: {pr_info['deletions']}
|
144 |
+
Commits: {pr_info['commits']}
|
145 |
+
Labels: {', '.join(pr_info['labels'])}
|
146 |
+
Changed Files Summary: {files_summary}
|
147 |
+
|
148 |
+
TECHNICAL CHANGES:
|
149 |
+
{diff_content}
|
150 |
+
|
151 |
+
INSTRUCTIONS:
|
152 |
+
1. First understand what this PR actually does - what problem it solves or what feature it adds
|
153 |
+
2. Focus on the USER BENEFIT - what can developers/users now do that they couldn't before?
|
154 |
+
3. Create a viral tweet that explains the work done in simple, exciting terms
|
155 |
+
4. Don't mention the author name
|
156 |
+
5. Use emojis and engaging language
|
157 |
+
6. Keep it under 280 characters
|
158 |
+
7. Make it sound like a breakthrough or useful improvement
|
159 |
+
|
160 |
+
Examples of good explanations:
|
161 |
+
- "π₯ Gradio now supports [specific feature] - making [task] 10x easier for developers!"
|
162 |
+
- "β¨ New: [feature] in Gradio! No more [old pain point] - just [new simple way]"
|
163 |
+
- "π Game changer: Gradio can now [capability] - this opens up [new possibilities]"
|
164 |
+
|
165 |
+
Return only the tweet text, no additional formatting, and no hashtag."""
|
166 |
+
|
167 |
+
try:
|
168 |
+
response = openai_client.chat.completions.create(
|
169 |
+
model="gpt-4.1-mini",
|
170 |
+
messages=[
|
171 |
+
{"role": "system", "content": "You are a technical social media expert who analyzes code changes and explains them in engaging, accessible terms. Focus on practical benefits and make complex technical work sound exciting and useful."},
|
172 |
+
{"role": "user", "content": prompt}
|
173 |
+
],
|
174 |
+
max_tokens=200,
|
175 |
+
temperature=0.7
|
176 |
+
)
|
177 |
+
return response.choices[0].message.content.strip()
|
178 |
+
except Exception as e:
|
179 |
+
print(f"OpenAI error: {e}")
|
180 |
+
return self.generate_fallback_tweet(pr_info)
|
181 |
+
|
182 |
+
def generate_fallback_tweet(self, pr_info: Dict) -> str:
|
183 |
+
"""Generate fallback tweet when OpenAI is not available"""
|
184 |
+
title = pr_info['title'].lower()
|
185 |
+
pr_title = pr_info['title']
|
186 |
+
|
187 |
+
# Extract key features/benefits from title
|
188 |
+
if 'api' in title and 'description' in title:
|
189 |
+
return f"π₯ Gradio now auto-generates API documentation! No more manual docs - just add one parameter and get beautiful API descriptions instantly β¨ #gradio #ai #developer"
|
190 |
+
elif 'add' in title and 'parameter' in title:
|
191 |
+
return f"β¨ New Gradio parameter unlocked! You can now {pr_title.lower().replace('add ', '').replace('parameter', 'customize')} - making your apps even more powerful π #gradio #nocode"
|
192 |
+
elif 'fix' in title or 'bug' in title:
|
193 |
+
return f"π§ Gradio just got more reliable! Fixed the issue where {pr_title.lower().replace('fix ', '').replace('bug', 'things')} - smoother experience for everyone πͺ #gradio #ai"
|
194 |
+
elif 'support' in title or 'enable' in title:
|
195 |
+
return f"π Breaking: Gradio now supports {pr_title.lower().replace('add support for ', '').replace('enable ', '')}! This opens up so many new possibilities π #gradio #ai"
|
196 |
+
elif 'improve' in title or 'enhance' in title:
|
197 |
+
return f"β‘ Gradio upgrade: {pr_title.lower().replace('improve ', '').replace('enhance ', '')} just got way better! Your apps will feel snappier than ever π₯ #gradio #performance"
|
198 |
+
elif 'allow' in title or 'let' in title:
|
199 |
+
return f"β¨ You can now {pr_title.lower().replace('allow ', '').replace('let ', '')} in Gradio! This is exactly what the community asked for π #gradio #ai"
|
200 |
+
else:
|
201 |
+
# Generic viral template
|
202 |
+
benefit = self.extract_benefit_from_title(pr_title)
|
203 |
+
return f"π₯ Gradio just leveled up! {benefit} - this changes everything for AI app builders π #gradio #ai #machinelearning"
|
204 |
+
|
205 |
+
def extract_benefit_from_title(self, title: str) -> str:
|
206 |
+
"""Extract user benefit from PR title"""
|
207 |
+
# Simple benefit extraction
|
208 |
+
if 'add' in title.lower():
|
209 |
+
return f"New feature: {title.replace('Add ', '').replace('add ', '')}"
|
210 |
+
elif 'fix' in title.lower():
|
211 |
+
return f"No more issues with {title.replace('Fix ', '').replace('fix ', '')}"
|
212 |
+
elif 'support' in title.lower():
|
213 |
+
return f"Full support for {title.replace('Add support for ', '').replace('support for ', '')}"
|
214 |
+
else:
|
215 |
+
return title
|
216 |
+
|
217 |
+
def summarize_files_changed(self, files: List[Dict]) -> str:
|
218 |
+
"""Summarize what files were changed"""
|
219 |
+
if not files:
|
220 |
+
return "No files changed"
|
221 |
+
|
222 |
+
categories = {
|
223 |
+
"Python backend": [],
|
224 |
+
"Frontend (JS/CSS)": [],
|
225 |
+
"Documentation": [],
|
226 |
+
"Tests": [],
|
227 |
+
"Examples": [],
|
228 |
+
"Config": []
|
229 |
+
}
|
230 |
+
|
231 |
+
for file in files:
|
232 |
+
filename = file["filename"]
|
233 |
+
if filename.endswith('.py'):
|
234 |
+
categories["Python backend"].append(filename)
|
235 |
+
elif any(filename.endswith(ext) for ext in ['.js', '.jsx', '.ts', '.tsx', '.css', '.scss']):
|
236 |
+
categories["Frontend (JS/CSS)"].append(filename)
|
237 |
+
elif filename.endswith('.md') or 'readme' in filename.lower():
|
238 |
+
categories["Documentation"].append(filename)
|
239 |
+
elif 'test' in filename.lower():
|
240 |
+
categories["Tests"].append(filename)
|
241 |
+
elif 'example' in filename.lower() or 'demo' in filename.lower():
|
242 |
+
categories["Examples"].append(filename)
|
243 |
+
else:
|
244 |
+
categories["Config"].append(filename)
|
245 |
+
|
246 |
+
summary_parts = []
|
247 |
+
for category, file_list in categories.items():
|
248 |
+
if file_list:
|
249 |
+
summary_parts.append(f"{category}: {len(file_list)} files")
|
250 |
+
|
251 |
+
return ", ".join(summary_parts) if summary_parts else "misc files"
|
252 |
+
|
253 |
+
# Initialize agent
|
254 |
+
agent = GradioOutreachAgent()
|
255 |
+
|
256 |
+
def generate_tweet_from_pr(pr_url: str) -> tuple:
|
257 |
+
"""Generate tweet from PR URL by analyzing the entire PR"""
|
258 |
+
try:
|
259 |
+
# Validate PR URL
|
260 |
+
if not pr_url or 'github.com' not in pr_url or '/pull/' not in pr_url:
|
261 |
+
return "β Please provide a valid GitHub PR URL", []
|
262 |
+
|
263 |
+
# Extract PR number from URL
|
264 |
+
pr_match = re.search(r'/pull/(\d+)', pr_url)
|
265 |
+
if not pr_match:
|
266 |
+
return "β Invalid PR URL format", []
|
267 |
+
|
268 |
+
pr_number = pr_match.group(1)
|
269 |
+
|
270 |
+
# Convert to API URL
|
271 |
+
api_url = pr_url.replace('github.com', 'api.github.com/repos').replace('/pull/', '/pulls/')
|
272 |
+
|
273 |
+
# Set up headers
|
274 |
+
headers = {}
|
275 |
+
if agent.github_token:
|
276 |
+
headers["Authorization"] = f"token {agent.github_token}"
|
277 |
+
|
278 |
+
# Fetch PR data
|
279 |
+
response = requests.get(api_url, headers=headers)
|
280 |
+
if response.status_code != 200:
|
281 |
+
return f"β Failed to fetch PR data (Status: {response.status_code})", []
|
282 |
+
|
283 |
+
pr_data = response.json()
|
284 |
+
|
285 |
+
# Check if PR is merged
|
286 |
+
if not pr_data.get("merged", False):
|
287 |
+
return "β οΈ This PR is not merged yet", []
|
288 |
+
|
289 |
+
# Extract PR info
|
290 |
+
pr_info = agent.extract_pr_info(pr_data)
|
291 |
+
|
292 |
+
# Generate tweet by analyzing the entire PR
|
293 |
+
tweet = agent.generate_tweet_from_pr_analysis(pr_info)
|
294 |
+
|
295 |
+
# Extract images
|
296 |
+
images = agent.extract_images_from_pr(pr_info)
|
297 |
+
|
298 |
+
# Ensure images is a proper list for gallery
|
299 |
+
if not images:
|
300 |
+
images = []
|
301 |
+
|
302 |
+
return tweet, images
|
303 |
+
|
304 |
+
except Exception as e:
|
305 |
+
return f"β Error: {str(e)}", []
|
306 |
+
|
307 |
+
# Gradio UI
|
308 |
+
with gr.Blocks() as demo:
|
309 |
+
gr.Markdown("# π¦ Gradio PR Outreach : Tweet Generator")
|
310 |
+
gr.Markdown("Generate viral format tweets for merged Gradio PRs! This tool will analyze the entire PR content and try to create an engaging tweet explaining what was accomplished.")
|
311 |
+
|
312 |
+
with gr.Row():
|
313 |
+
with gr.Column(scale=2):
|
314 |
+
pr_url_input = gr.Textbox(
|
315 |
+
label="π Merged PR URL",
|
316 |
+
placeholder="https://github.com/gradio-app/gradio/pull/11578",
|
317 |
+
value="https://github.com/gradio-app/gradio/pull/11578",
|
318 |
+
lines=1
|
319 |
+
)
|
320 |
+
|
321 |
+
generate_button = gr.Button("β¨ Analyze PR & Generate Tweet", variant="primary")
|
322 |
+
|
323 |
+
with gr.Column(scale=1):
|
324 |
+
if not openai_client:
|
325 |
+
gr.Markdown("β οΈ **OpenAI API key not configured**\nAdd `OPENAI_API_KEY` to environment variables for better tweet generation.")
|
326 |
+
else:
|
327 |
+
gr.Markdown("β
**Using OpenAI gpt-4.1-mini to analyze PRs!**")
|
328 |
+
|
329 |
+
with gr.Row():
|
330 |
+
with gr.Column(scale=3):
|
331 |
+
tweet_output = gr.Textbox(
|
332 |
+
label="π¦ Generated Tweet",
|
333 |
+
lines=6,
|
334 |
+
interactive=True,
|
335 |
+
placeholder="AI-generated tweet will appear here..."
|
336 |
+
)
|
337 |
+
|
338 |
+
gr.Markdown("*π‘ Tip: You can edit the tweet above before posting and also use the extracted images for your post!*")
|
339 |
+
|
340 |
+
with gr.Column(scale=2):
|
341 |
+
images_output = gr.Gallery(
|
342 |
+
label="πΌοΈ Extracted Images",
|
343 |
+
height=400,
|
344 |
+
columns=2,
|
345 |
+
object_fit="cover"
|
346 |
+
)
|
347 |
+
|
348 |
+
generate_button.click(
|
349 |
+
generate_tweet_from_pr,
|
350 |
+
inputs=[pr_url_input],
|
351 |
+
outputs=[tweet_output, images_output]
|
352 |
+
)
|
353 |
+
|
354 |
+
# Adding examples
|
355 |
+
gr.Examples(
|
356 |
+
examples=[
|
357 |
+
["https://github.com/gradio-app/gradio/pull/11578"],
|
358 |
+
["https://github.com/gradio-app/gradio/pull/11567"],
|
359 |
+
["https://github.com/gradio-app/gradio/pull/11532"]
|
360 |
+
],
|
361 |
+
inputs=[pr_url_input],
|
362 |
+
outputs=[tweet_output, images_output],
|
363 |
+
fn=generate_tweet_from_pr,
|
364 |
+
cache_examples=False,
|
365 |
+
label="π― Example PRs to Try:"
|
366 |
+
)
|
367 |
+
|
368 |
+
if __name__ == "__main__":
|
369 |
+
demo.launch(mcp_server=True)
|