- Hybrid search (dense + BM25) with 512-token limit
- Page-first search pipeline with per-page chunk retrieval
- Namespace support for Upstash Vector
- Structured metadata filtering
- Switched to Upstash built-in embedding, removed Gemini
- Replaced minScore with relative minScoreRatio