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Fix/normalize scorer inputs #811

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Fix/normalize scorer inputs #811

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04a1b7e
fix: remove duplicate VALID_LEVELS
EshaniKatiyar Jun 8, 2026
c3ab9ff
fix: resolve merge conflict in recommender.py
EshaniKatiyar Jun 8, 2026
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17 changes: 15 additions & 2 deletions utils/recommender.py
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Original file line number Diff line number Diff line change
Expand Up @@ -23,8 +23,21 @@
"time": 1,
}

# Common aliases and abbreviations for skills.
# This improves recommendation accuracy by normalizing user input.
WEIGHT_SKILL = SCORING_WEIGHTS["skill"]
WEIGHT_LEVEL = SCORING_WEIGHTS["level"]
WEIGHT_INTEREST = SCORING_WEIGHTS["interest"]
WEIGHT_TIME = SCORING_WEIGHTS["time"]

VALID_INTERESTS = {
"web", "data", "education", "automation", "games",
"cybersecurity", "devops", "mobile", "machine learning/ai",
"artificial intelligence", "cloud computing", "mobile app development",
"backend", "tools", "productivity", "business logic"
}
VALID_TIMES = {"low", "medium", "high"}

# Common aliases and abbreviations for skills
# This improves recommendation accuracy by normalizing user input
SKILL_ALIASES = {
"js": "javascript",
"py": "python",
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