Initial commit: Ten31 Signal Engine (ingest, scoring brain, corpus seeds)

2026-06-15 09:24:29 -05:00
commit a6aec77506
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+"""Embedding + vector storage (§4.3).
+
+Embed DISTILLED PROPOSITIONS (not raw chunks) into a Qdrant HYBRID collection: dense bge-m3
+(via the gateway) + BM25 sparse (client-side), so entity-heavy propositions (MSTR/Strategy/
+Microstrategy) match on the lexical leg too. Retrieval goes through the gateway's /api/search.
+"""