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Charted from the Yelp Open Dataset · hybrid retrieval, cross-encoder reranking, personalization & LLM trip planning

Observation deck

Charting “Musical Instruments & Teachers Education”

24 places surfaced· mode hybrid

Query

Retrieval mode

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City

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Nº 0132.38°N 111.05°W
AKKA Karate USA - Thornydale
5 out of 5 stars5Tucson, AZ
Education

Specialty Schools

Fitness & Instruction

Nº 0232.37°N 111.05°W

ProActive Physical Therapy

★★★★★★★★★★4.5 out of 5 stars6Tucson, AZ

Physical TherapyHealth & MedicalFitness & Instruction

Nº 0332.26°N 110.97°W

Cornerstone Health and Family Practice

★★★★★★★★★★3 out of 5 stars14Tucson, AZ

Health & MedicalDermatologistsObstetricians & Gynecologists

Nº 0432.35°N 111.05°W

Southwest Pest Solutions

★★★★★★★★★★4.5 out of 5 stars7Tucson, AZ

Local ServicesPest Control

Nº 0532.51°N 110.88°W

Miraval Arizona Resort & Spa

★★★★★★★★★★3.5 out of 5 stars147Tucson, AZ

HotelsBeauty & SpasEvent Planning & Services

Nº 0632.18°N 110.96°W

Allison Limousine

★★★★★★★★★★4.5 out of 5 stars12Tucson, AZ

LimosEvent Planning & ServicesTransportation

Nº 0732.24°N 110.85°W

Nimbus Bistro

★★★★★★★★★★3 out of 5 stars126Tucson, AZ

BreweriesAmerican (Traditional)Pubs

Nº 0832.29°N 110.96°W

Batteries Plus Bulbs

★★★★★★★★★★3.5 out of 5 stars20Tucson, AZ

IT Services & Computer RepairShoppingMobile Phone Repair

Nº 0932.25°N 110.88°W

Quality Of Life Medical & Research Center

★★★★★★★★★★2 out of 5 stars23Tucson, AZ

Medical CentersHealth & MedicalDoctors

Nº 1032.26°N 110.96°W

Daggwood Cafe

★★★★★★★★★★4 out of 5 stars26Tucson, AZ

DelisSandwichesComfort Food

Nº 1132.27°N 110.98°W

G&N Appliance Parts

★★★★★★★★★★2 out of 5 stars11Tucson, AZ

Hardware StoresHome & GardenAppliances

Nº 1232.22°N 110.93°W

Tucson Community Acupuncture

★★★★★★★★★★4.5 out of 5 stars30Tucson, AZ

Traditional Chinese MedicineAcupunctureHealth & Medical

Nº 1332.26°N 110.80°W

Walgreens

★★★★★★★★★★3 out of 5 stars5Tucson, AZ

Photography Stores & ServicesFoodDrugstores

Nº 1432.23°N 110.97°W

Buds Blooms and Bad Asses

★★★★★★★★★★5 out of 5 stars17Tucson, AZ

Event Planning & ServicesFloristsFloral Designers

Nº 1532.31°N 111.04°W

Strongbuilt Plumbing & Air

★★★★★★★★★★3.5 out of 5 stars40Tucson, AZ

Heating & Air Conditioning/HVACSolar InstallationPlumbing

Nº 1632.19°N 110.84°W

Brilliant Landscaping

★★★★★★★★★★1.5 out of 5 stars5Tucson, AZ

Home ServicesLandscapingIrrigation

Nº 1732.34°N 110.98°W

GoodThreads Boutique by Goodwill

★★★★★★★★★★3.5 out of 5 stars31Tucson, AZ

ShoppingThrift StoresCommunity Service/Non-Profit

Nº 1832.25°N 110.83°W

Family Vision Center

★★★★★★★★★★4.5 out of 5 stars109Tucson, AZ

ShoppingOphthalmologistsOptometrists

Nº 1932.43°N 110.97°W

Flynn M James, DDS

★★★★★★★★★★4.5 out of 5 stars7Tucson, AZ

General DentistryOral SurgeonsHealth & Medical

Nº 2032.26°N 110.96°W

Von's - Carstar

★★★★★★★★★★4.5 out of 5 stars16Tucson, AZ

Body ShopsCar DealersAuto Repair

Nº 2132.31°N 111.01°W

Circle K

★★★★★★★★★★3 out of 5 stars5Tucson, AZ

AutomotiveFoodConvenience Stores

Nº 2232.23°N 110.97°W

Tap & Bottle

★★★★★★★★★★4.5 out of 5 stars246Tucson, AZ

ShoppingBeerWine & Spirits

Nº 2332.21°N 110.91°W

Dan's Paint & Body

★★★★★★★★★★4 out of 5 stars46Tucson, AZ

TowingBody ShopsAutomotive

Nº 2432.31°N 110.85°W

New Looks

★★★★★★★★★★4 out of 5 stars18Tucson, AZ

WaxingHair SalonsMedical Spas

Query lens

technique · none

Semantic query: Musical Instruments & Teachers Education
City filter: Tucson
Price ≤: —
Category: —
LLM calls: 0
Tokens in / out: 0 / 0
QU latency: 0 ms