function.txt

 f"Given the major curriculum:\n{json.dumps(data, indent=2)}\n"
            f"Major: {major}\n"
            f"Interests: {', '.join(interests) if interests else 'None'}\n"
            f"Years to Graduate: {years_to_graduate}\n"
            f"Max Credits per Semester: {max_credits}\n"
            f"Completed Courses: {', '.join(completed_courses) if completed_courses else 'None'}\n"
            "Please generate an optimized course schedule that maximizes efficiency by prioritizing prerequisites earlier. "
            "The student has already completed the listed courses, so they should NOT be included in the schedule. The interests represent the chosen minors"
            f"Given the minors curriculum:\n{json.dumps(minors_json, indent=2)}\n"
            f"Use this cirrciulum to add all the necessary course work based on the chosen interests. If a course in the selected interest already exist then DO NOT duplicate"
            f"Ensure the schedule is completed within {semesters} semesters if possible, and no semester exceeds the max credits allowed. "
            "Optimize the difficulty distribution, placing harder courses earlier while ensuring prerequisites are met first. "
            f"If it's not possible to meet the requirements within {semesters} semesters, provide the best possible alternative. ALWAYS start at semester 1"
            "Generate the course plan strictly in a JSON format with the following structure:\n"
            """
            {
                "AcademicPlan": [
                    {
                        "semester": "X Semester",
                        "credits": X,
                        "courses": [
                            {"CID": "Course Code", "credits": X},
                            {"CID": "Course Code", "credits": X}
                        ]
                    },
                    {
                        "semester": "X Semester",
                        "credits": X,
                        "courses": [
                            {"CID": "Course Code", "credits": X},
                            {"CID": "Course Code", "credits": X}
                        ]
                    }
                ]
            }
            """
            "Do NOT add any additional text or explanation—only return the JSON response."