Vector Subsystem // 04 Tenant: artist-cafe (Active) pgvector://us-east-cluster/ns_artcafe_prod

Vector Catalog & Semantic Embeddings

Multi-tenant dense vector space indexing for zero-shot bilingual acoustic speech recognition and voice-to-cart ordering pipelines.

Catalog Partition inventory_2

211

check_circle Menu Items Active

Synchronized with ZanPOS live stream

Embedding Model hub

384-dim

tune L2 Normalized Tensors

all-MiniLM-L6-v2 ONNX local runtime

ANN Latency bolt

14.2ms

speed P95 Cosine Sim Execution

HNSW Index (M=16, efSearch=64)

Multi-Tenancy shield

Strict

lock Cryptographic Partition Key

tenant_artist_cafe_prod

psychology_alt

Live Semantic Search & Query Tester

Real-time inference tester evaluating bilingual cross-encoder ranking, colloquial phonetic transpositions, and fuzzy menu mappings.

Threshold:

>= 0.750

Bilingual TR-EN Active

Quick Inferences:

RANK #1 96.8% Match

restaurantBREAKFAST FEAST

SKU-7721

Traditional Turkish Breakfast

Exact category match with multi-item breakfast platter: Olives, Feta, Fresh Bread, Honey, Butter.

COSINE SIM: 0.9684 $24.50

Category: Breakfast ZanPOS #BRK-01

RANK #2 94.2% Match

bakery_diningHOT BAKERY

SKU-7729

Su Böreği Pastry Slice

Warm layered phyllo pastry with salted feta, parsley, clarified butter, and toasted sesame garnish.

COSINE SIM: 0.9421 $9.80

Bakery / Hot Kitchen ZanPOS #BAK-42

RANK #3 81.5% Match

skilletHOT SKILLET

SKU-7734

Menemen Skillet

Gently scrambled farm eggs cooked with sweet field peppers, peeled vine tomatoes, and toasted sourdough.

COSINE SIM: 0.8152 $14.00

Hot Kitchen ZanPOS #HK-11

RANK #4 78.4% Match

cookieSESAME SIMIT

SKU-7740

Simit Sesame Ring

Circular molasses-dipped bread crusted in roasted sesame seeds, served warm with salted cultured butter.

COSINE SIM: 0.7840 $4.50

Bakery Counter ZanPOS #BAK-04

database

Vector Catalog Registry

Tenant Isolated

Dense vectors indexed with continuous ZanPOS delta syncing, modifier hierarchy, and automated bilingual phoneme tags.

SKU ID	Item Name	Categorization	Embedding Checksum	Price	Allergens	Modifiers	Sync Status
SKU-7721	restaurant Traditional Turkish Breakfast Geleneksel Serpme Kahvaltı	Hot Kitchen / Feast	vec_8f4a..19c3	$24.50	Dairy Gluten	5 Modifiers (Olives, Feta...)	Synced ZanPOS
SKU-7729	bakery_dining Su Böreği Pastry Slice Kıymalı / Peynirli Su Böreği	Bakery	vec_2b90..ff67	$9.80	Dairy Gluten	2 Variants (Cheese, Meat)	Synced ZanPOS
SKU-8104	coffee Artisan Oat Flat White Double Ristretto + Minor Figures	Espresso Bar	vec_dd88..aa10	$5.50	Vegan	3 Options (Decaf, Syrups)	Synced ZanPOS
SKU-7755	cookie Gaziantep Pistachio Baklava (4pc) Layered Pistachio Filo Pastry	Bakery / Pastry	vec_31fa..44ea	$12.00	Nuts Dairy Gluten	Clotted Cream Ice Cream Side	Synced ZanPOS
SKU-9902	liquor Anise Mediterranean Spirit (35cl) Aromatic Botanical Distillate	Alcohol / Spirits	vec_cc41..708b	$38.00	Sulphites	Carafe, Ice, Water	Synced ZanPOS
SKU-7734	skillet Menemen Skillet Traditional Spiced Tomato & Egg Skillet	Hot Kitchen / Breakfast	vec_45e1..02d9	$14.00	Egg Dairy	Add Sausage / Cheese	Synced ZanPOS

cloud_done ZanPOS Live Replication Lag: 48ms Index Checksum: sha256:7f48c1e

Displaying 6 of 211 items

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check_circle Embedding tensor re-indexed successfully.