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Create app.py
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app.py
ADDED
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| 1 |
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import gradio as gr
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| 2 |
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import requests
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| 3 |
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import json
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| 4 |
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import os
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| 5 |
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import re
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from typing import List, Dict, Optional
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| 7 |
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| 8 |
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# Initialize OpenAI client if available
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| 9 |
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openai_client = None
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| 10 |
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if os.environ.get("OPENAI_API_KEY"):
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| 11 |
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try:
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| 12 |
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from openai import OpenAI
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| 13 |
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openai_client = OpenAI(api_key=os.environ.get("OPENAI_API_KEY"))
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| 14 |
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except ImportError:
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| 15 |
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print("OpenAI library not installed. Install with: pip install openai")
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| 16 |
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openai_client = None
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| 17 |
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| 18 |
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class GradioOutreachAgent:
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| 19 |
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def __init__(self):
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| 20 |
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self.github_token = os.environ.get("GITHUB_TOKEN")
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| 21 |
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| 22 |
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def extract_pr_info(self, pr_data: Dict) -> Dict:
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| 23 |
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"""Extract key info from PR"""
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| 24 |
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return {
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| 25 |
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"title": pr_data["title"],
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| 26 |
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"description": pr_data.get("body", "") or "",
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| 27 |
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"author": pr_data["user"]["login"],
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| 28 |
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"author_name": pr_data["user"].get("name") or pr_data["user"]["login"],
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| 29 |
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"html_url": pr_data["html_url"],
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| 30 |
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"number": pr_data["number"],
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| 31 |
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"labels": [label["name"] for label in pr_data.get("labels", [])],
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| 32 |
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"merged_at": pr_data.get("merged_at"),
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| 33 |
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"files_changed": self.get_pr_files(pr_data.get("url", "")),
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| 34 |
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"repo_name": pr_data.get("base", {}).get("repo", {}).get("name", "gradio"),
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| 35 |
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"diff_url": pr_data.get("diff_url", ""),
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| 36 |
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"patch_url": pr_data.get("patch_url", ""),
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| 37 |
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"commits": pr_data.get("commits", 0),
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| 38 |
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"additions": pr_data.get("additions", 0),
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| 39 |
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"deletions": pr_data.get("deletions", 0),
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| 40 |
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"changed_files": pr_data.get("changed_files", 0)
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| 41 |
+
}
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| 42 |
+
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| 43 |
+
def get_pr_files(self, pr_url: str) -> List[Dict]:
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| 44 |
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"""Get files changed in PR"""
|
| 45 |
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if not pr_url or not self.github_token:
|
| 46 |
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return []
|
| 47 |
+
|
| 48 |
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files_url = f"{pr_url}/files"
|
| 49 |
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headers = {"Authorization": f"token {self.github_token}"}
|
| 50 |
+
|
| 51 |
+
try:
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| 52 |
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response = requests.get(files_url, headers=headers)
|
| 53 |
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if response.status_code == 200:
|
| 54 |
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return response.json()
|
| 55 |
+
except Exception as e:
|
| 56 |
+
print(f"Error fetching PR files: {e}")
|
| 57 |
+
|
| 58 |
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return []
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| 59 |
+
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| 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
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| 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
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| 107 |
+
for file in pr_info.get("files_changed", []):
|
| 108 |
+
filename = file["filename"]
|
| 109 |
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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 |
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if raw_url:
|
| 114 |
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images.append(raw_url)
|
| 115 |
+
|
| 116 |
+
# Remove duplicates while preserving order
|
| 117 |
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unique_images = []
|
| 118 |
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for img in images:
|
| 119 |
+
if img not in unique_images:
|
| 120 |
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unique_images.append(img)
|
| 121 |
+
|
| 122 |
+
return unique_images
|
| 123 |
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|
| 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 |
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# Prepare comprehensive PR context
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| 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 |
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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)
|