Alias for @samesake/cli so `bunx samesake init` just works. Samesake: the enrichment + fast-search toolkit you can replace your ecommerce search with — TypeScript-declared catalogs compiled to Postgres + pgvector hybrid search.

Stdio MCP server that exposes a deployed samesake matcher (hybrid search + agent-commerce tools) to any MCP client.

Operations CLI for samesake. Apply schemas, seed data, run match queries, explain scoring, confirm/decline active-learning feedback, calibrate thresholds, list duplicates and variant clusters. Talks to a @samesake/server matcher over HTTP.

Config-as-code DSL for commerce search and entity resolution. Declare collection() and entity() with compile-time validation; @samesake/server runs hybrid search and multi-channel matching on PostgreSQL + pgvector.

PostgreSQL reference backend for samesake: retrieval, enrichment state, resolution candidates, vocabulary, facets, and the Tier-2 bundle.

Dual-form, multimodal, provider-neutral embedder for samesake. One object callable as a single-request EmbedFn AND exposing .many() (batch) and .caps. Plain fetch, zero runtime dependencies, edge/Workers-safe.

Store-agnostic search query brain for samesake: the Retriever/VocabProvider ports, the RetrievalPlan/RankedRow contract, and createSearch. Depends only on @samesake/core and @samesake/embed.

Enrichment + dedup type surface for samesake: the per-row transform result, stage/cache/image ports, and the dedup candidate-provider seam. Depends only on @samesake/core.

pg-boss JobRunner adapter for @samesake/server

Predefined, overridable enrichment+search presets for samesake (fashion, products) and the definePreset authoring helper. Depends only on @samesake/core; ships no model/dim/provider.

createMatcher factory — hybrid search (FTS+vector RRF, filters, facets, NLQ, enrichment) and entity resolution on PostgreSQL + pgvector. Hono app with universal fetch handler; BYO embed/generate/parse functions.

Ready-made model-provider adapters for samesake's BYO embed/generate/rerank/parse seams: Gemini, OpenAI, Voyage, Cohere. Zero SDK dependencies — plain fetch with retry/backoff and optional throttling.

Operations CLI for samesake. Apply schemas, seed data, run match queries, explain scoring, confirm/decline active-learning feedback, calibrate thresholds, list duplicates and variant clusters. Talks to a samesake-server matcher over HTTP.

The samesake matcher — Hono-based HTTP service for entity resolution against PostgreSQL + pgvector. Runs match queries, persists active-learning feedback, calibrates per-scope thresholds, surfaces duplicate clusters. BYO embedding/parse functions — zero L