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feat: Prompt 7 — LLM Wiki Hybrid Search Engine (100M Scale) - #6

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HealthInnovators merged 1 commit into
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feature/prompt-7-search
Aug 12, 2026
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HealthInnovators merged 1 commit into
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feature/prompt-7-search

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@rehann07

@rehann07 rehann07 commented Aug 6, 2026

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Implemented hybrid retrieval using OpenSearch HNSW KNN & tuned BM25 + in-memory QMD engine.

Integrated LLM Wiki (OKF), Knowledge Graph multi-hop topological scoring, and citation network authority boosting.

Added Reciprocal Rank Fusion ($k=60$) ranker and Server-Sent Events (SSE) streaming (/api/v1/search/stream).

Removed pgvector and Postgres dependencies to minimize cloud infrastructure RAM costs.

Documented 16-shard distributed architecture and verified sub-millisecond SLAs via Go benchmark suites.

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ai-rx-os Error Error Aug 6, 2026 12:17pm

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HealthInnovators merged commit bb42399 into main Aug 12, 2026
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2 participants