Update app.py

app.py

@@ -33,6 +33,140 @@ def get_current_time_in_timezone(timezone: str) -> str:
     except Exception as e:
         return f"Error fetching time for timezone '{timezone}': {str(e)}"
 
+@tool
+def analyze_linkedin_profile(profile_url: str) -> str:
+    """A tool that provides guidance on analyzing a LinkedIn profile and extracts basic public information.
+    
+    Args:
+        profile_url: The LinkedIn profile URL (e.g., 'https://www.linkedin.com/in/username')
+    """
+    try:
+        # Extract username from URL
+        username = profile_url.rstrip('/').split('/')[-1].replace('in/', '')
+        
+        # Attempt to fetch basic info (note: LinkedIn blocks most automated requests)
+        headers = {
+            'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36',
+            'Accept-Language': 'en-US,en;q=0.9',
+            'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',
+        }
+        
+        try:
+            response = requests.get(profile_url, headers=headers, timeout=10, allow_redirects=True)
+            status = response.status_code
+        except:
+            status = 0
+        
+        # Provide structured guidance regardless of access
+        analysis = f"""
+👤 LinkedIn Profile Analysis Tool
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+🔗 Profile: linkedin.com/in/{username}
+📊 Access Status: {'✅ Public profile detected' if status == 200 else '⚠️ Limited access (login may be required)'}
+
+📋 Key Information to Extract Manually:
+
+1️⃣ PROFESSIONAL SUMMARY
+   • Current job title and company
+   • Years of experience
+   • Industry sector
+   • Location
+
+2️⃣ WORK EXPERIENCE
+   • Recent positions (last 3-5 roles)
+   • Duration at each company
+   • Key responsibilities
+   • Career progression
+
+3️⃣ EDUCATION & CERTIFICATIONS
+   • Degrees and institutions
+   • Graduation years
+   • Professional certifications
+   • Specialized training
+
+4️⃣ SKILLS & EXPERTISE
+   • Technical skills
+   • Soft skills
+   • Endorsements count
+   • Top 5-10 skills
+
+5️⃣ ENGAGEMENT METRICS
+   • Number of connections (if visible)
+   • Activity level (posts, articles)
+   • Recommendations received
+   • Languages spoken
+
+💡 ANALYSIS TIPS:
+- Check for career gaps or transitions
+- Look for consistent skill themes
+- Note any volunteer work or side projects
+- Review recommendations for insights
+- Check mutual connections for context
+
+🔍 To access full profile details:
+   Visit: {profile_url}
+"""
+        
+        return analysis
+        
+    except Exception as e:
+        return f"""
+❌ Error analyzing LinkedIn profile: {str(e)}
+
+📌 Profile URL: {profile_url}
+
+💡 Manual Analysis Checklist:
+   ✓ Visit the profile directly
+   ✓ Note current position and company
+   ✓ Review work history
+   ✓ Check skills and endorsements
+   ✓ Read recommendations
+   ✓ Assess profile completeness
+"""
+
+@tool
+def analyze_github_repository(repo_url: str) -> str:
+    """A tool that analyzes a GitHub repository and provides insights about its structure, activity, and health.
+    
+    Args:
+        repo_url: The GitHub repository URL (e.g., 'https://github.com/user/repo')
+    """
+    try:
+        # Extract owner and repo name from URL
+        parts = repo_url.rstrip('/').split('/')
+        owner, repo = parts[-2], parts[-1]
+        
+        # GitHub API endpoint
+        api_url = f"https://api.github.com/repos/{owner}/{repo}"
+        
+        # Fetch repository data
+        response = requests.get(api_url, timeout=10)
+        
+        if response.status_code != 200:
+            return f"Error: Unable to fetch repository data (Status: {response.status_code})"
+        
+        data = response.json()
+        
+        # Extract key metrics
+        analysis = f"""
+📊 Repository Analysis: {data['full_name']}
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+📝 Description: {data.get('description', 'No description')}
+⭐ Stars: {data['stargazers_count']:,}
+🍴 Forks: {data['forks_count']:,}
+👀 Watchers: {data['watchers_count']:,}
+🐛 Open Issues: {data['open_issues_count']:,}
+📅 Created: {data['created_at'][:10]}
+🔄 Last Updated: {data['updated_at'][:10]}
+📚 Language: {data.get('language', 'Not specified')}
+📜 License: {data.get('license', {}).get('name', 'No license')}
+🌐 Homepage: {data.get('homepage', 'None')}
+"""
+        return analysis
+        
+    except Exception as e:
+        return f"Error analyzing repository: {str(e)}"
+        
 
 final_answer = FinalAnswerTool()
 
@@ -55,7 +189,7 @@ with open("prompts.yaml", 'r') as stream:
     
 agent = CodeAgent(
     model=model,
-    tools=[final_answer], ## add your tools here (don't remove final answer)
+    tools=[final_answer, analyze_github_repository, analyze_linkedin_profile], ## add your tools here (don't remove final answer)
     max_steps=6,
     verbosity_level=1,
     grammar=None,