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“Nutze „search_vehicles“: Search for vehicles across dealerships (Meilisearch-backed NL + structured filters). Preferred tool order for assistants: 1. list_facets or.”

“Nutze „filter_vehicles“: Preferred structured inventory lookup when make/model/year/color/location are known. Uses exact hard filters (keyword mode, no embeddings).”

“Nutze „list_facets“: Discover available filter values and counts (makes, body types, fuel types, price/year ranges) for the live inventory. Call this before fil.”

“Nutze „list_research_makes“: Browse the research catalog of vehicle makes (with model and inventory counts). Use to resolve exact make names/slugs before filter_vehicles.”

search_vehicles — Search for vehicles across dealerships (Meilisearch-backed NL + structured filters). Preferred tool order for assistants: 1. list_facets or

filter_vehicles — Preferred structured inventory lookup when make/model/year/color/location are known. Uses exact hard filters (keyword mode, no embeddings)

list_facets — Discover available filter values and counts (makes, body types, fuel types, price/year ranges) for the live inventory. Call this before fil

list_research_makes — Browse the research catalog of vehicle makes (with model and inventory counts). Use to resolve exact make names/slugs before filter_vehicles

list_research_models — List models for a make from the research catalog (MSRP/body summaries). Use before filter_vehicles or research_model when the model name is

get_vehicle — Get complete details for a specific vehicle by VIN. Returns comprehensive Schema.org Vehicle data including: • Full specifications (engine,

check_recalls — Get NHTSA open safety recalls for a vehicle by VIN. Returns recall campaigns resolved at the year/make/model level (YMM-granular). A recall

get_dealer — Get comprehensive information about a specific dealership. Returns Google-enriched dealer knowledge optimized for assistants: • Name, addre