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New two-layer QueryToolbar: scope (Query / ID) + search + Limit + filters on a clean main row, with metadata filter rows stacked below.
Field-type-aware operators ($in / $nin for strings & numbers; >, >=, <, <= for numbers).
Debounced auto-search (300ms); Enter commits immediately.
Limit dropdown now actually applies when query text is blank (was silently capped at 300 on the get path). Default raised to 100; persists across collection switches.
+ Filter button hidden when no metadata fields exist.
Visual & Theme
Embedding-function chip recolored per provider's brand (OpenAI emerald, Cohere rose, Google blue, Mistral amber, HuggingFace yellow, Cloudflare orange, Together green, Voyage violet, Jina purple, Chroma teal, etc.) and now visible in dark mode.
Update button restyled to match the chip aesthetic (sky-blue, bordered).