lighting

Tools

Token cost is the o200k count of the tools list JSON, including schemas, before any tool is called.

• search_products

  Search the catalog of real products stocked by the suppliers on file. Accepts Persian or English. Returns normalized facets (mounting, indoor/outdoor, IP, colour temperature, and wattage/lumen where s

• get_product

  Every field on file for one product, by the id search_products returns ('brand/product-slug'), including provenance: whether the fact came from the supplier's own website or from a page of their PDF c

• list_categories

  The 20 canonical categories with Persian and English names, product counts, and which suppliers are in each. Small enough to fetch once and reason over the whole market; flags categories that only one

• list_brands

  Every supplier on file with what they cover, how complete their data is, and when it was last read. No contact details — see the server instructions.

• get_brand

  One supplier in full: what they make, the product families they run, and — the field worth the call — doesNotDo, a statement of what they genuinely do NOT make, computed from absence in their product

• compare_brands

  Which suppliers cover a category, with counts, share, and per-facet data coverage. Coverage describes what each supplier's SOURCE stated, never product quality, and a one-supplier category says so rat

• classify_lighting_term

  Map any Persian or English lighting phrase onto the canonical taxonomy — «داون‌لایت توکار», 'trimless plaster frame', 'high bay'. Backed by 522 learned type→category pairs plus rules measured at 95% a

• start_consultation

  Turn a described need into a link the person opens themselves, where an adviser builds a brief and matches it against suppliers' real stock. This is how someone actually reaches a supplier: there are