memobase/src/server/api/example_config/profile_for_education/config.yaml at main · memodb-io/memobase · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
llm_api_key: XXX
llm_base_url: https://api.openai.com/v1/
best_llm_model: gpt-4o

overwrite_user_profiles:
  - topic: "basic_info"
    sub_topics:
      - name: "name"
      - name: "age"
      - name: "gender"
      - name: "grade_level"
        description: "current academic grade or level"
      - name: "school_type"
        description: "public, private, homeschool, university etc."
      - name: "location"
      - name: "primary_language"
      - name: "learning_languages"
        description: "languages being studied"

  - topic: "academic_profile"
    sub_topics:
      - name: "major_subjects"
        description: "main subjects being studied"
      - name: "weak_subjects"
        description: "subjects needing improvement"
      - name: "strong_subjects"
        description: "subjects with good performance"
      - name: "study_hours"
        description: "average daily study time"
      - name: "academic_goals"
        description: "target grades or learning objectives"
      - name: "exam_schedule"
        description: "upcoming test dates and deadlines"

  - topic: "learning_preferences"
    sub_topics:
      - name: "learn_style"
        description: "visual, auditory, reading, kinesthetic"
      - name: "study_mode"
        description: "solo, group, tutor-led, mixed"
      - name: "content_format"
        description: "video, text, interactive, practice tests"
      - name: "session_length"
        description: "preferred duration of study sessions"
      - name: "difficulty_pref"
        description: "preferred challenge level of content"
      - name: "review_frequency"
        description: "how often to review learned material"

  - topic: "progress_tracking"
    sub_topics:
      - name: "completed_courses"
      - name: "current_courses"
      - name: "course_progress"
        description: "percentage completion of active courses"
      - name: "test_scores"
      - name: "practice_stats"
        description: "practice exercise completion rates"
      - name: "study_streaks"
        description: "consecutive days of learning"

  - topic: "engagement_metrics"
    sub_topics:
      - name: "active_time"
        description: "time spent actively learning"
      - name: "completion_rate"
        description: "percentage of started courses finished"
      - name: "interaction_freq"
        description: "frequency of app usage"
      - name: "preferred_times"
        description: "most active study hours"
      - name: "reward_points"
        description: "accumulated achievement points"
      - name: "social_learning"
        description: "participation in group activities"