spice-search

Search data using vector similarity, full-text keywords, or hybrid methods with Reciprocal Rank Fusion (RRF). Use this skill whenever the user wants to set up semantic search, full-text search, or hybrid search in Spice — including configuring embedding models and providers, enabling full_text_search on columns, writing vector_search/text_search/rrf SQL queries, using the /v1/search HTTP API, configuring vector engines (S3 Vectors), tuning RRF parameters (rank_weight, recency_decay), or setting up chunking for long documents. Also use when the user asks about search relevance, BM25 scoring, or embedding configuration.