Update app.py

app.py

@@ -53,89 +53,7 @@ def analyze_with_mistral(resume_text, job_description):
     TOGETHER_API_KEY = os.getenv("HUGGINGFACE_API_KEY")
     url = "https://api.together.xyz/v1/chat/completions"
     
-    messages = [
-        {
-            "role": "system", 
-            "content": """You are an expert in Applicant Tracking Systems (ATS) and resume optimization. 
-Your task is to analyze resumes against job descriptions to provide detailed, actionable feedback 
-that helps candidates pass ATS screening and impress human reviewers.
-
-Follow these guidelines when analyzing resumes:
-1. Focus on keyword matching, but also consider context and semantic relevance
-2. Evaluate formatting for ATS compatibility (proper headings, bullet points, avoid tables/graphics)
-3. Assess skills alignment with job requirements
-4. Evaluate experience relevance, focusing on quantifiable achievements
-5. Consider education relevance to the position
-6. Provide specific, actionable recommendations
-7. Be thorough but concise in your analysis
-
-Your analysis must be comprehensive yet practical for the candidate to implement.
-
-IMPORTANT: Do not use escaped backslashes in your JSON response.
-"""
-        },
-        {
-            "role": "user", 
-            "content": f"""
-Analyze the following resume against the job description for ATS compatibility and hiring potential.
-
-RESUME:
-{resume_text}
-
-JOB DESCRIPTION:
-{job_description}
-
-Provide a detailed analysis in EXACTLY the following JSON format (do not escape underscores with backslashes):
-
-{{
-    "ATS_Compatibility": {{
-        "Keywords": {{
-            "Score": [0-100],
-            "Missing_Keywords": [list of important missing keywords from job description],
-            "Recommendation": "Specific advice on how to incorporate missing keywords naturally"
-        }},
-        "Formatting": {{
-            "Score": [0-100],
-            "Issues": [list of formatting issues that might affect ATS parsing],
-            "Recommendation": "Specific formatting improvements to enhance ATS readability"
-        }}
-    }},
-    "Content_Quality": {{
-        "Skills_Match": {{
-            "Score": [0-100],
-            "Strong_Matches": [list of well-matched skills],
-            "Weak_Areas": [list of skill gaps],
-            "Recommendation": "Specific suggestions to better highlight relevant skills"
-        }},
-        "Experience_Relevance": {{
-            "Score": [0-100],
-            "Strengths": [list of relevant experience highlights],
-            "Improvement_Areas": [list of experience gaps or weak points],
-            "Recommendation": "Specific suggestions to better position experience"
-        }},
-        "Achievement_Focus": {{
-            "Score": [0-100],
-            "Analysis": "Assessment of quantifiable achievements vs. responsibilities",
-            "Recommendation": "Specific suggestions to enhance impact with metrics and results"
-        }}
-    }},
-    "Education_Certifications": {{
-        "Score": [0-100],
-        "Analysis": "Assessment of education/certification relevance",
-        "Recommendation": "Suggestions for improvement if needed"
-    }},
-    "Overall_Assessment": {{
-        "Total_Score": [weighted average 0-100],
-        "Strengths": [list of 2-3 strongest aspects of the resume],
-        "Priority_Improvements": [list of 2-3 highest-impact improvements, ranked],
-        "Summary": "Brief, specific summary of the resume's competitiveness for this role"
-    }}
-}}
-
-Do not escape underscores with backslashes in your response. Ensure all recommendations are specific, actionable, and tailored to both the resume content and job description.
-"""
-        }
-    ]
+    messages = [ {"role": "system", "content": "You are an AI expert in ATS resume analysis."}, {"role": "user", "content": f""" Analyze the following resume against the job description for ATS compatibility. Provide output in EXACTLY this JSON format: {{ "ATS Parameters": {{ "Keywords": {{ "Match": [score 0-100], "Recommendation": [list of keywords] }}, "Formatting": {{ "Match": [score 0-100], "Recommendation": [list of suggestions] }}, "Skills Match": {{ "Match": [score 0-100], "Recommendation": [list of suggestions] }}, "Experience Relevance": {{ "Match": [score 0-100], "Recommendation": [list of suggestions] }}, "Education": {{ "Match": [score 0-100], "Recommendation": [list of suggestions] }} }}, "Score": {{ "Keywords": [score 0-100], "Formatting": [score 0-100], "Skills Match": [score 0-100], "Experience Relevance": [score 0-100], "Education": [score 0-100], "Overall": [average score 0-100] }} }} Resume: {resume_text} Job Description: {job_description} """} ]
     
     payload = {
         "model": "mistralai/Mistral-7B-Instruct-v0.3",