Update groq_api.py

groq_api.py

@@ -1,7 +1,7 @@
+# groq_api.py
 import os
 import requests
 
-# Load from environment variable or fallback
 GROQ_API_KEY = "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"
 
 def summarize_match(job_description, cv_names, cv_snippets):
@@ -9,36 +9,29 @@ def summarize_match(job_description, cv_names, cv_snippets):
         return "❌ GROQ_API_KEY not set."
 
     try:
-        # Ensure 3 CVs are present (pad if needed)
-        while len(cv_names) < 3:
-            cv_names.append("[No CV]")
-            cv_snippets.append("[No content]")
+        # Truncate job description
+        job_description = job_description.strip()[:800] or "[No description provided]"
 
-        # Truncate content safely
-        job_description = job_description.strip()[:1000] or "[No description provided]"
-        cv_names = [name[:60] for name in cv_names[:3]]
-        cv_snippets = [(text.strip()[:1500] or "[No content]") for text in cv_snippets[:3]]
+        # Apply safe truncation (summary) to each CV
+        summarized_snippets = [(cv.strip()[:700] or "[No content]") for cv in cv_snippets]
+        cv_names = [name[:60] for name in cv_names]
+
+        # Build dynamic CV section
+        cv_section = ""
+        for i, (name, snippet) in enumerate(zip(cv_names, summarized_snippets), start=1):
+            cv_section += f"\n{i}. {name}:\n{snippet}\n"
 
-        # Compose prompt
         prompt = f"""
 You are an AI recruitment assistant helping to evaluate candidates for an open job role.
 
-Below is the job description, followed by the top 3 candidate CV snippets.
+Below is the job description, followed by candidate CV summaries.
 
 Your task is to assess how well each candidate aligns with the job. Be honest — if a candidate lacks the required skills or experience, clearly say they are not a good fit.
 
 ### Job Description:
 {job_description}
 
-### Candidate CVs:
-1. {cv_names[0]}:
-{cv_snippets[0]}
-
-2. {cv_names[1]}:
-{cv_snippets[1]}
-
-3. {cv_names[2]}:
-{cv_snippets[2]}
+### Candidate CVs:{cv_section}
 
 ### Instructions:
 - Focus on **specific skills**, **technical tools**, **relevant experience**, and **industry fit**.
@@ -46,17 +39,13 @@ Your task is to assess how well each candidate aligns with the job. Be honest
 - Clearly explain **who is not a match**, and **why not**.
 - Avoid general language like "strong background" unless it's backed by actual experience.
 
-End with a short ranked list like:
-1. Candidate 2 – Strong Python and ML background
-2. Candidate 1 – Partial match, good general programming skills
-3. Candidate 3 – Not relevant to the job
+End with a short ranked list of the candidates.
 """.strip()
 
-        # Truncate if needed to fit Groq’s limit
+        # Truncate if too long
         if len(prompt) > 8000:
             prompt = prompt[:8000]
 
-        # Send request to Groq API using LLaMA3
         response = requests.post(
             url="https://api.groq.com/openai/v1/chat/completions",
             headers={