Zareian
4839123698
rag/services/tutor.py
- deleted: answer_question() had no callers (AskAIView calls
retrieve_context + generate_answer directly) and carried an unused
import.
rag/services/config.py
- docstring: drop the claim that the lesson-filter key is settings-driven
(it is auto-selected per subject in known_collections.py).
.env.example
- drop the leftover note about the removed RAG_QDRANT_LESSON_FILTER_KEY.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
45 lines
1.8 KiB
Python
45 lines
1.8 KiB
Python
"""
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تنظیماتِ RAG و هم‌خوانیِ نامِ collection با دادهٔ موجودِ تیمِ دیگر.
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در Rag_backend نامِ collection این‌طور ساخته می‌شه:
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f"{subject.name} {subject.grade.title}".lower()
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قالبِ نام و نگاشتِ گرید از settings قابلِ تنظیم‌ان چون اسمِ دقیقِ گرید حساسه
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(کاربر قبلاً با اسمِ نادرست به مشکل خورده بود). کلیدِ فیلترِ درس/فصل خودکار
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از روی subject انتخاب می‌شه — نگاه کنید به rag/services/known_collections.py.
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"""
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from django.conf import settings
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def rag_is_configured() -> bool:
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return bool(
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settings.OPENAI_API_KEY
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and settings.QDRANT_API_KEY
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and not settings.RAG_FORCE_MOCK
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)
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def resolve_grade_title(grade_id, fallback: str = '') -> str:
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"""gradeId → عنوانِ گرید همان‌طور که در نامِ collectionِ تیمِ دیگه اومده."""
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overrides = getattr(settings, 'RAG_GRADE_TITLE_OVERRIDES', {}) or {}
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if grade_id in overrides:
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return str(overrides[grade_id])
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if grade_id is not None:
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try:
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from content.models import Grade
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grade = Grade.objects.filter(pk=grade_id).only('title').first()
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if grade is not None:
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return grade.title
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except Exception:
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pass
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return fallback
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def build_collection_name(subject: str, grade_title: str) -> str:
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template = getattr(settings, 'RAG_COLLECTION_NAME_TEMPLATE', '{subject} {grade}')
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return template.format(subject=(subject or '').strip(), grade=(grade_title or '').strip()).lower()
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def retrieval_top_k() -> int:
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return int(getattr(settings, 'RAG_RETRIEVAL_TOP_K', 4))
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