new api route added

main.py

@@ -187,6 +187,38 @@ def get_streams():
     stream = client.text_generation(formatted_prompt, **generate_kwargs, stream=False, details=False, return_full_text=False)
     return jsonify({"ans": stream})
 
+
+
+@app.route('/get_education_profiles', methods=['GET'])
+def get_education_profiles():
+    temperature = 0.9
+    max_new_tokens = 256
+    top_p = 0.95
+    repetition_penalty = 1.0
+
+    generate_kwargs = dict(
+        temperature=temperature,
+        max_new_tokens=max_new_tokens,
+        top_p=top_p,
+        repetition_penalty=repetition_penalty,
+        do_sample=True,
+        seed=42,
+    )
+
+    sectors = ["engineering", "medical", "arts", "commerce", "science", "management"]  # Example sectors
+    prompt = f"""prompt:
+    You need to act like a recommendation engine.
+    List all education-related profiles in sectors like {', '.join(sectors)}.
+    Note: Output should be a list in the below format:
+    [profile1, profile2, profile3,...]
+    Return only the answer, not the prompt or unnecessary stuff, and don't add any special characters or punctuation marks.
+    """
+
+    formatted_prompt = format_prompt(prompt)
+
+    education_profiles = client.text_generation(formatted_prompt, **generate_kwargs, stream=False, details=False, return_full_text=False)
+    return jsonify({"ans": education_profiles})
+
     
 if __name__ == '__main__':
     app.run(debug=True)