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Hebrew Codenames co-pilot: embedding-only, compressed fastText, risk dial

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title: Hebrew Codenames Co-pilot
emoji: 🕵️
colorFrom: indigo
colorTo: purple
sdk: docker
app_port: 7860
pinned: false
license: mit
short_description: LLM-free Hebrew Codenames clue-giver (fastText)

קופיילוט · שם קוד — Hebrew Codenames Co-pilot

An LLM-free co-pilot for the Hebrew word game Codenames (שם קוד). It plays both seats — gives the spymaster clues and ranks the guesser's picks — using fastText word vectors + geometry, with no generative model in the loop.

Engine: static fastText (Hebrew, compressed ~20× loss-free) + DETECT-style tiered scoring + DictaBERT lemma legality. Fully offline, CPU-only, instant.
Risk dial: cautious / balanced / bold — trades coverage against safety.
Semantic map: classical MDS projection showing the clue at the centroid of its targets.

The clue-giving engine beat both EmbeddingGemma and Qwen3-Embedding in a head-to-head, and a 12B LLM, on this task. Built by @shmulc.