Update app.py

app.py

@@ -14,35 +14,105 @@ llm = HuggingFaceEndpoint(
 )
 
 # Provide the family labels directly in the prompt
-family_labels = [
-    "Batteries and generators and kinetic power transmission",
-    "Building and facility maintenance and repair services",
-    "Business administration services",
-    "Communications Devices and Accessories",
-    "Components for information technology or broadcasting or telecommunications",
-    "Computer Equipment and Accessories",
-    "Consumer electronics",
-    "Data Voice or Multimedia Network Equipment or Platforms and Accessories",
-    "Domestic appliances",
-    "Electrical equipment and components and supplies",
-    "Electrical wire and cable and harness",
-    "Electronic hardware and component parts and accessories",
-    "Electronic manufacturing machinery and equipment and accessories",
-    "General agreements and contracts",
-    "Heating and ventilation and air circulation",
-    "Heavy construction machinery and equipment",
-    "Industrial process machinery and equipment and supplies",
-    "Management advisory services",
-    "Marketing and distribution",
-    "Office and desk accessories",
-    "Office machines and their supplies and accessories",
-    "Office supply",
-    "Power generation",
-    "Power sources",
-    "Printing and publishing equipment",
-    "Software",
-    "Structural components and basic shapes"
-]
+family_labels = ['Containers and storage'
+ 'Components for information technology or broadcasting or telecommunications'
+ 'Industrial process machinery and equipment and supplies' 'Clothing'
+ 'Computer Equipment and Accessories'
+ 'Data Voice or Multimedia Network Equipment or Platforms and Accessories'
+ 'Software' 'Communications Devices and Accessories' 'Timepieces'
+ 'Transport services' 'Measuring and observing and testing instruments'
+ 'Heating and ventilation and air circulation' 'Power sources'
+ 'Structural components and basic shapes'
+ 'Electronic hardware and component parts and accessories'
+ 'Insurance and retirement services'
+ 'Electrical wire and cable and harness'
+ 'Electrical equipment and components and supplies' 'Hand tools'
+ 'Resins and rosins and other resin derived materials'
+ 'Part cleaning machinery and accessories'
+ 'Heavy construction machinery and equipment' 'Power generation'
+ 'Pneumatic machinery and equipment' 'Vehicle bodies and trailers'
+ 'Workplace safety equipment and supplies and training materials'
+ 'Public safety and control' 'Motor vehicles'
+ 'Batteries and generators and kinetic power transmission'
+ 'Domestic appliances' 'Lamps and lightbulbs and lamp components'
+ 'Automotive specialty tools' 'Vocational training'
+ 'Electrical wire management devices and accessories and supplies'
+ 'Lighting Fixtures and Accessories'
+ 'Automation control devices and components and accessories'
+ 'Fluid and gas distribution' 'Industrial filtering and purification'
+ 'Printed circuits and integrated circuits and microassemblies'
+ 'Portable Structure Building Components'
+ 'Security surveillance and detection' 'Structural building products'
+ 'Work related organizations' 'Management advisory services'
+ 'Civic organizations and associations and movements' 'Printed media'
+ 'Clubs' 'Industrial pumps and compressors' 'Elements and gases'
+ 'Office machines and their supplies and accessories'
+ 'Consumer electronics'
+ 'Audio and visual presentation and composing equipment'
+ 'Photographic or filming or video equipment'
+ 'Printing and publishing equipment' 'Rubber and elastomers'
+ 'Compounds and mixtures' 'Paper products'
+ 'Laboratory and scientific equipment'
+ 'Building and facility maintenance and repair services'
+ 'Nonresidential building construction services'
+ 'Specialized trade construction and maintenance services'
+ 'Heavy construction services' 'Insurable interest contracts'
+ 'Computer services' 'Information Technology Service Delivery'
+ 'Real estate services' 'Seasonings and preservatives' 'Legal services'
+ 'Business administration services' 'General agreements and contracts'
+ 'Law enforcement' 'Prepared and preserved foods'
+ 'Office and desk accessories' 'Office supply'
+ 'Security and personal safety' 'Commercial and industrial furniture'
+ 'Fuels' 'Passenger transport' 'Mail and cargo transport'
+ 'Medical facility products' 'Paper materials' 'Beverages'
+ 'Cleaning and janitorial supplies' 'Janitorial equipment'
+ 'Marketing and distribution' 'Vending machines'
+ 'Monetary instruments or currency'
+ 'Institutional food services equipment' 'Comprehensive health services'
+ 'Human resources services' 'Bank offered products' 'Advertising'
+ 'Signage and accessories' 'Fabrics and leather materials'
+ 'Luggage and handbags and packs and cases' 'Jewelry'
+ 'Chocolate and sugars and sweeteners and confectionary products'
+ 'Merchandising furniture and accessories' 'Bread and bakery products'
+ 'Photographic services' 'Manufacturing support services'
+ 'Electronic reference material' 'Banking and investment'
+ 'Professional service robot' 'Material packing and handling'
+ 'Transportation components and systems'
+ 'Professional engineering services' 'Alternative educational systems'
+ 'Specialized educational services' 'Restaurants and catering'
+ 'Travel facilitation' 'Hotels and lodging and meeting facilities'
+ 'Public relations and professional communications services'
+ 'Independent living aids for the physically challenged'
+ 'Structural materials' 'Material handling machinery and equipment'
+ 'Marine construction and installation equipment'
+ 'Construction and maintenance support equipment'
+ 'Electronic manufacturing machinery and equipment and accessories'
+ 'Concrete and cement and plaster' 'Roads and landscape'
+ 'Administrative interventions or procedures, physiological systems and anatomical regions, introduction and irrigation and circulatory'
+ 'Fire protection' 'Passive discrete components' 'Footwear'
+ 'Public order and safety' 'Industrial use papers'
+ 'Electron tube devices and accessories'
+ 'Transportation services equipment' 'Machine made parts'
+ 'Accounting and bookkeeping services' 'Commercial sports'
+ 'Performing arts' 'Governmental property right conferrals'
+ 'Non edible plant and forestry products' 'Doors and windows and glass'
+ 'Rope and chain and cable and wire and strap'
+ 'Machinery and transport equipment manufacture'
+ 'Castings and casting assemblies'
+ 'Industrial food and beverage equipment' 'Earth and stone' 'Alloys'
+ 'Hardware' 'Housings and cabinets and casings'
+ 'Residential building construction services'
+ 'Discrete semiconductor devices' 'Packings glands boots and covers'
+ 'Wire machinery and equipment' 'Entertainment services'
+ 'Explosive materials' 'Industrial optics'
+ 'Diagnostic and microbiological devices' 'Trade policy and services'
+ 'Machined castings' 'Decorative adornments'
+ 'Medical diagnostic imaging and nuclear medicine products'
+ 'Graphic design' 'Dairy products and eggs'
+ 'Film and theater production support services'
+ 'Metal and mineral industries'
+ 'Welding and soldering and brazing machinery and accessories and supplies'
+ 'Packaging materials' 'Machined raw stock']
 
 # Modify the prompt to focus on selecting a UNSPSC family label from the given list
 template_classify = '''