diff --git a/data/imageable_deduplicate.txt b/data/imageable_deduplicate.txt
new file mode 100644
index 0000000..cdc39f3
--- /dev/null
+++ b/data/imageable_deduplicate.txt
@@ -0,0 +1,5407 @@
+outfit
+concentrate
+seashore
+cleat
+depressive
+homosexuality
+dibble
+still
+carabiner clip
+twilight
+barometer
+trip
+spat
+sickle
+tractor
+clavier
+drafting table
+epoxy
+kitty
+racer
+silver
+glass jar
+paint palette
+thermos
+phone case
+collagen
+bar
+cutter
+garden scooper
+slinky
+rudiment
+stone
+air pump
+bed cover
+cartilage
+bubble wrap
+outcome
+popcorn maker
+glucose
+scallops
+architect
+switchboard
+staff
+step message
+doubter
+mangle
+angora
+house
+somebody
+cleft
+correspondent
+gym
+villa
+dressing
+proportion
+houseboat
+teaspoon
+bag of chips
+edger
+carriage
+self
+fen
+technologist
+wave
+poultry
+jacket
+loop
+citizen
+butterfly
+first
+sunrise
+dromedary
+hiking boots
+shackle
+recycling bin
+beef
+catalogue
+ratepayer
+episode
+pug
+rutabaga
+sticky notes
+sister-in-law
+hydrant
+ashtray
+light
+key
+whisk
+dog
+pomegranate
+owl
+review
+toast rack
+employer
+yawl
+horseradish
+vegetarian
+safety glasses
+tract
+cure
+valance
+leptocephalus
+recognition
+haversack
+jeans
+maize
+creek
+company
+jeweller
+underpass
+hosiery
+elevation
+canvas tarp
+railing
+bachelor
+backyard
+chap
+planula
+lava
+fireplace tool set
+skin
+forest
+dehumidifier
+cycle
+travel pillow
+land
+gale
+bread pan
+digger
+hydrolysis
+flower pot
+lamp post
+twins
+bead
+source
+topiary
+auditorium
+trooper
+tray
+bran
+spur
+spotlight
+smoker
+spokesman
+geranium
+quartz
+click
+curio
+clavicle
+cactus
+toilet paper roll
+measuring spoon
+pelican
+kitsch
+reader
+hand sanitizer holder
+vine
+salami
+ant
+ocean
+engineer
+pupa
+hands-free speaker
+mantle
+icing
+cat carrier
+electric kettle
+batting
+politician
+suspension
+poker
+inversion
+rake
+seafood
+activation
+backyard grill
+doghouse
+maintainer
+pacemaker
+dentist
+down
+uncle
+counsel
+pet feeder
+in-laws
+bath mat
+potato masher
+sorghum
+tape
+process
+exile
+gift card holder
+table
+surfboard
+screwdriver
+share
+savior
+toenail
+oats
+light snow
+seagull
+soy
+seller
+grove
+recruit
+rhinoceros
+mastoid
+bare necessities
+dwelling
+dependency
+interchange
+typewriter
+stomach
+cleavage
+valley
+common
+document
+beetle
+keystone
+stitcher
+power bank
+airplane
+workshop
+judge
+cloud
+bamboo
+nesting dolls
+boy
+tomb
+contractor
+liar
+floorsheet
+main
+whisker
+queue barrier
+garden trowel
+glamour model
+asphalt
+matter
+trigger
+pretzel
+creamer
+jet
+backpack
+motorboat
+carrier
+dickey
+spark plug
+bowling pin
+thong
+grassland
+forebear
+loafer
+father
+axis
+officer
+pantry
+sewing box
+panel
+sibling
+queen
+network
+combination lock
+flea comb
+glutamate
+consignment
+attachment
+turtleneck sweater
+ring toss
+mailbox
+grandchild
+shorts
+protection
+windshield
+teller
+drinking glass
+bear
+complement
+dungeon
+monitor
+doubling
+chive
+girdle
+backbone
+mechanism
+tomato
+hugger
+jump
+forum
+pegboard
+functional pillow
+tea strainer
+trapezoid
+banyan
+toaster
+casserole dish
+bathroom scale
+incense
+deck
+bartender
+alluvium
+rubber band
+fan
+material
+gondola
+chives
+harpsichord
+comfort blanket
+relish
+clothing
+diver
+dictator
+sturgeon
+garter
+soda fountain
+metabolite
+postage stamp
+hit
+road
+retailer
+lie
+seaweed
+heifer
+thunderbolt
+hoe
+spear
+examiner
+safety harness
+medium
+folder
+map
+adrenalin
+angiosperm
+inventory
+pyridine
+food processor
+bride
+pipe
+checkroom
+gunpowder
+light dimmer
+curling iron
+tissue dispenser
+colander
+shear
+literature book
+broomstick
+read
+reception
+pet carrier
+boysenberry
+glasswork
+socks
+dearest
+cappuccino
+emergency
+plumber
+representation
+half-sister
+lysine
+acid
+shrine
+hippodrome
+shock
+reamer
+dhow
+workbench
+platinum
+ravioli
+compass
+hearing
+filth
+feeding
+structure
+drummer
+mandarin
+candy
+quicksand model
+sample
+ceiling fan
+handmade basket
+shoulder
+pencil holder
+result
+custard
+mini hammer
+jigsaw
+giraffe figurine
+beauty
+furniture
+zinc
+membrane
+issue
+layered cake
+campanile
+savory
+trapezium
+circuit
+tunic
+colored pencils
+cob
+toque
+line
+conditioner
+tap handle
+cord organizer
+modeling
+direction
+reflector
+skirting board
+lag
+dream house
+bloomer
+county
+trophy
+outrigger
+cheek
+ice
+nutmeg
+brightness monitor
+cage
+vise
+country
+mainland
+crutch
+choker
+roast
+premier
+surround
+mobile
+application
+driftwood
+community
+novel
+locust
+clip
+donor
+quiet
+book cover
+conformation
+craft scissors
+beanie
+flat
+mortal
+paper towel holder
+paint roller
+dory
+bulldozer
+pendulum
+avenue
+bandolier
+good
+bandanna
+palm
+picnic
+men
+incubator
+merchant
+engineering
+story
+earbud case
+houndstooth fabric
+rolling tray
+lion
+boar
+food storage container
+mandolin
+freezer
+boulevard
+session notes
+grasshopper
+arm
+nitrogen
+broad
+popcorn
+filling tool
+green
+protractor
+timbale
+comfort
+giant
+stackable dresser
+shin
+clarinet
+cocoa powder
+mini air pump
+curiosity
+mat board
+pocket watch
+flip-flops
+chalk
+extremist
+ghost
+parchment
+cattle
+perpendicular
+school supplies
+digestion
+clover
+turner
+pocket bag
+guitarist
+cirrus
+samovar
+yarn spool
+pump
+canteen
+silhouette
+fluke
+chino
+gift card
+sunlight
+keep
+bidder
+kebab
+beanie bag
+yahoo
+dune
+plastic bag
+vault
+fawn
+softball
+marketer
+indicator
+midwife
+blast
+infusion
+chipmunk
+kitchen skimmer
+emoji magnet
+essential
+scout
+polyester
+woman
+traffic cone
+bakery
+croissant
+hormone
+corridor
+socialist
+anatomy model
+snowstorm
+spy
+eggnog
+focus
+wallet organizer
+mecca
+steward
+battery holder
+mortise
+administrator
+shawl
+muffin tin
+puffin
+passage
+footrest
+bicycle fender
+individual
+southeast
+woolens
+godparent
+proof
+scarf holder
+deputy
+tiny book
+pasta
+bifocals
+telescope stand
+fire bowl
+hush puppy
+miter
+void
+shower
+feather
+reusable rag
+grouper
+nun
+sun
+ruby
+place
+pop
+classroom
+footstool
+leaf
+lung
+enclave
+thaw
+dill
+frontier
+pusher
+stereo
+pledge
+portrait
+blackberry
+earplug
+display
+apricot
+bicycle horn
+paramecium
+boot
+carp
+grey
+bit
+lock
+fur
+necklace stand
+minimum
+billboard
+starter
+cord
+hacksaw
+conductor
+elm
+silicon
+tube
+boyfriend
+influx
+orchid
+conception
+artifact
+movie
+dog bowl
+crayfish
+investigator
+skull
+cylinder
+racing bike
+cause
+gland
+bowling ball
+producer
+gazebo
+spectacles
+fender
+slate
+orangutan
+latte
+wad
+trim
+acquaintance
+wit
+step
+umbrella holder
+whole
+shiny coin
+copywriter
+dishwasher
+glow
+ferryboat
+undershirt
+mailman
+turtle figure
+yardstick
+knitting
+handsaw
+short filter
+makeup
+strawberry
+wild
+councilman
+patina
+bottle cap
+speakerphone
+vacation journal
+press
+mover
+courtroom
+viscose
+carpet cleaner
+billiard ball
+packaging
+cravat
+crepe
+spork
+commander
+camera
+jug
+collectible card
+beech
+fingerling
+gearshift
+bathrobe
+pizza sheet
+neon
+casserole
+chrysalis
+scented candle holder
+lawn mower bag
+travel frame
+airfield
+cushion
+lace
+petal
+seal
+factor
+wharf
+patroller
+plan
+snack
+shoe cleaner
+oasis
+memory
+bass
+spike ball
+intestine
+response
+decorative shroud
+windshield washer fluid
+sequence
+polarization
+simvastatin
+dolphin
+clergyman
+film
+salsa
+brand
+revolver
+knuckle
+plaintiff
+desert
+slaw
+comestible
+movement
+linseed
+marble cake
+column
+pruner
+stranger
+exercise ball
+napkin
+tunnel
+destroyer
+safety seat
+saddlebag
+hardboard
+lark
+hash
+cod
+neighbourhood
+volcano
+roller
+snow shovel
+cephalopod
+cloudburst
+stackable baskets
+rail
+gap
+complex
+puppy toy
+mutation
+grand
+paste
+zucchini
+mustache
+linguist
+scientist
+gentleman
+mechanic
+mocktail
+mankind
+mail
+wireless charger
+reset
+means
+yarmulke
+stocking holder
+whip
+shallot
+longboat
+washbasin
+wreck
+iceberg
+rubber stamp
+pup
+hyena
+wardrobe
+snack stack
+metallurgist
+roundabout
+bark
+signal
+icecream
+contrail
+dependent
+millstone
+loft
+page
+sneakers
+folding chair
+sender
+yoga mat
+ark
+flintlock
+paperweight
+cesspool
+backpack organizer
+lasagna
+scholar's notebook
+member
+stamen
+copper
+swimsuit
+atheist
+turkey
+canned food
+catch
+bullet journal
+calculator
+pest
+barbecue grill
+hovercraft
+favorite
+interferometer
+outdoor light fixture
+hat
+periodical
+wrestler
+toothbrush
+stretch
+transportation
+hermit
+meteor
+skateboard
+dollhouse
+setting book
+sofa
+oxford
+tattoo
+grill
+fritter
+trellis
+button
+weekender
+moth
+sherbet
+frying pan
+general
+salmon
+fire pit
+plaster
+spade
+endothelium
+puma
+endive
+sandcastle mold
+doe
+drake
+sepal
+signet
+cheesecake
+coast
+saxophone
+home inspector
+kazoo
+pathway
+loggia
+lemon squeezer
+web
+e-book
+barrier
+muffin
+displacement
+mother
+rose
+rancher
+evaluator
+slapstick
+castle
+sprat
+bleeder
+foodstuffs
+eyelash curler
+annual
+waitress
+nurse
+bone
+stonework
+tripod
+accordion
+rest
+hershey's kiss
+fishbone
+wing
+swath
+pea
+rations
+icicle
+cereal box
+potholder
+pass
+squash
+cocoa
+vixen
+potential
+birdhouse
+detection
+tom-tom
+baritone
+stump
+field
+believer
+balloon
+stock-in-trade
+gumshoe
+stress ball
+wiring
+instructor
+inhibitor
+train
+polish
+protein
+car seat cover
+garden stake
+perfume
+ham
+countess
+chair
+heavy
+rhubarb
+shelf
+windshield wiper
+yarn
+hut
+speedboat
+artichoke
+security
+album
+shipping box
+desk
+bugle
+justice
+hovel
+spine
+heartwood
+adrenaline
+want
+photograph frame
+antler
+virginal
+aquarium
+anchovy
+blowhole
+windbreaker
+penguin
+seed
+omelet
+oregano
+bush
+pamphlet
+duck
+archives
+SUV
+celebrity
+keyboard
+clipper
+wrapper
+lap
+jail
+businessman
+cousin
+relaxation
+gaiters
+glass make-up container
+descendant
+emery
+ladle
+barbeque
+nickel
+pilgrim
+trainer
+horst
+map stand
+passport
+left
+security fence
+luggage
+captain
+lemur
+vegetable peeler
+scanner
+herb
+fleece
+snowman
+official
+curtains
+slot
+food
+lookout
+fruit
+dreamcatcher
+tenement
+jotter
+carotene
+luggage conveyor
+gadget
+sunflower
+city
+chops
+sip
+sourwood
+ejector pin
+journalism
+neighbor
+hop
+mutton
+hog
+pin
+regulator
+paperback
+force
+romaine
+earthenware pot
+schnitzel
+graffiti
+taxi
+stimulation
+coffee
+prow
+butcher block
+private
+friend
+typing paper
+scratch paper
+torte
+ship model
+draft
+garden shovel
+compress
+insulated tumbler
+vintage
+water balloon
+cricketer
+espadrille
+cold
+extinction
+meeting
+residence
+lobby
+clutch
+spot
+stall
+ambience
+play-doh
+trash
+detainee
+slipcover
+nerf gun
+spatula
+vicinity
+buddy
+landscaping book
+storage
+incandescence
+kitchen tool
+body pillow
+ugly doll
+bill organizer
+fill
+flute
+monocle
+range
+step stool
+drums
+beverage
+camel
+watercress
+section
+index
+factory
+aluminium
+bow
+belly pan
+ram's horn
+drizzle
+bookcase
+oatmeal
+condor
+claw
+dirndl
+walk
+bell
+ballot box
+plumb bob
+art smock
+redhead
+scissors
+chauffeur
+borrower
+lapdog
+fan blade
+den
+oar
+whirlwind
+graphic
+sink
+door ajar
+faucet
+recliner
+gel pen
+scow
+bird
+generation
+broccoli spirit
+yurt
+son
+vinegar
+airship
+success
+ketch
+panther
+paint
+throne
+horse
+freckle
+yard
+loss
+pavilion
+curved ruler
+resident
+pet waste bag dispenser
+kitchen organizer
+wooden block
+processor
+caffeine tablet
+subsidiary
+veil
+leverage
+sweater
+kit
+gasp
+folding table
+return
+cabin
+darkness
+grenade
+olive
+classic
+smart speaker
+spectacle
+binoculars
+author
+measuring tape
+suburb
+vestment
+mill
+wool blanket
+buzzard
+treasury
+sage
+ex-husband
+decoration
+primary
+beard
+jerk
+craftsman
+upstairs
+sausage
+handle
+fish bowl
+edible flower
+wolf
+slippers
+butane
+young
+bronco
+garment
+defibrillator
+colorful hat
+iron key
+jaw
+plush toy
+tote bag
+doctor
+egg timer
+blueberry
+unicycle
+salon
+trunk
+bandana
+south
+noodles
+space
+wilderness
+tanker
+nail
+clutch purse
+abdomen
+dictionary
+portfolio
+kiwi
+cufflinks
+siding
+paring knife
+kamikaze
+woodchuck
+magic wand
+brain
+tremor
+capital
+watchband
+last
+galley
+snapper
+chairperson
+rush
+grit
+garden rake
+comb
+herring
+bonsai
+interloper
+balloonist
+tourist
+lamb
+parachute
+cub
+hot glue gun
+pain
+background
+swamp
+gazelle
+depression
+symmetry
+roommate
+patty
+lilac
+arch
+livestock
+district
+ceiling
+knitting needles
+orange
+thunder
+victim
+pasta container
+tree blind
+row
+associate
+photo book
+loading
+cable
+unit
+salad spinner
+maximum
+lemon
+puzzle piece
+bento box
+rosemary
+whistle
+basin
+barbecue skewer
+mouse pad
+thongs
+raisin
+double
+appetizer fork
+monger
+cat bed
+chowder
+hub
+strip
+supermarket
+water canister
+detective
+floor
+bijou
+badger
+box
+ruler
+vintner
+loofah
+parka
+sheet
+holder
+fruit bowl
+payee
+satellite
+medicine
+nonsense
+reduction
+churn
+cannon
+hip
+child
+filter
+mesenchyme
+lipstick
+shoe
+charming
+mop
+drop
+blackbird
+flippers
+maniac
+steamer
+puzzle mat
+hangar
+auto
+freezing
+vest
+west
+peacoat
+kohlrabi
+baggage
+viewer
+bouquet
+chest
+capacity
+leg
+motive
+bike lock
+uplift
+lid
+basil
+ear
+aspic
+anise
+papa
+whelp
+sombrero
+genre
+photo printer
+hiking stick
+thunderstorm
+diaphragm
+insect house
+limestone
+hire
+baseball cap
+laundry
+paradise
+exit
+effector
+replacement
+lumberman
+tart
+effect
+divider
+crawdad
+release
+cultivar
+charm
+curtain rod
+pickaxe
+cat stand
+schooner
+association
+child’s plate
+ammunition
+internet
+tortoise
+cormorant
+playing cards
+mind
+pancreas
+methane
+chip
+mandate
+tenor
+derivative
+guerrilla
+pine
+building
+establishment
+staircase
+liner
+formal
+reverse
+feel
+estrogen
+hen
+gander
+pathogenesis
+personal safety alarm
+ingredient
+beehive
+outdoor grill
+appointment
+rent
+center
+microwave
+appetizer
+airbus
+hard hat
+rug
+cloves
+baby monitor
+head
+sweatshop
+nut
+clamp
+denim
+pepper grinder
+tub
+helicopter
+skunk
+addition
+check
+bay
+territory
+airline
+calcification
+millet
+server
+direction board
+liquid soap dispenser
+beneficiary
+sprayer
+potting table
+unicorn horn
+cabana
+silo
+wax
+maestro
+origin
+rainstorm
+concrete
+caboose
+milk frother
+monster
+mattock
+endoderm
+snack basket
+aperitif
+barracks
+oak
+settler
+centurion
+burrow
+stamina
+sediment
+pond
+clothes rack
+tattler
+goggles
+bus pass holder
+oboe
+adjustment
+fishing bobber
+tattoo gun
+causeway
+cafe
+penicillin
+ceramic ornament
+chafing dish
+cookie
+bloom
+case
+business card holder
+prior
+cilantro
+pinafore
+guitar pick
+shoelace
+ride
+buggy
+hotdog
+dinner
+dame
+ephemera
+igloo
+mustard
+cheese
+print book
+flight
+likeness
+woodland
+haze
+sprout
+laboratory
+hive
+opponent
+sparrow
+veggie tray
+meal
+asparagus
+passing
+hiking vest
+flan
+bonnet
+bun
+barber
+system
+neighborhood
+mallet
+saffron
+antecedent
+sweatshirt
+cooking board
+prey
+expert
+fishing vest
+builder
+flow
+compost bin
+wick
+feeding trough
+hide
+soil test kit
+ceramic
+prospect
+dairy
+platelet
+bicycle tire
+survivor
+pancake
+mule
+lender
+tear
+pet food dish
+dam
+mattress
+ocelot
+lentil
+grease
+djembe
+chaos
+poll
+gas
+constellation
+polisher
+chinaware
+exit sign
+lego bricks
+artist
+wrist
+gift wrap
+leather
+tab
+beach towel
+governor
+coffee grinder
+heat
+sphere
+parent
+shoestring
+bulb
+rocker
+emerald
+romper
+railroad
+paper chain
+transom
+crush
+sensor
+Bluetooth speaker
+tusk
+cheddar
+makeup brush
+pit
+shipper
+bench
+back
+quilted throw
+shirt
+trivet
+wreath
+documentary
+corner
+calligraphy pens
+dog dish
+diamond
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+physics
+sailor
+stage
+puzzle cube
+heroine
+plain
+catastrophe
+cast iron pan
+hiking shoes
+octopus
+golf club
+armament
+wing span
+negligee
+safety goggles
+cable organizer
+garden hose holder
+string
+duster
+gig
+air mattress
+eagle
+grapefruit
+crest
+stallion
+leading
+sneaker
+housewife
+headquarters
+fighter
+chip clip
+walrus
+palate
+tiffin box
+tiger
+spider
+xylophone
+junk
+needle
+male
+radio
+night light
+pillow
+git
+bolero
+route
+tank
+torso
+end
+pick
+charity
+copy
+baboon
+tail
+grass
+tabernacle
+bellows
+swordfish
+sort
+wallet
+fog
+boss
+slice
+merchandise
+antigen
+inspector
+honey jar
+preparation
+porcelain
+atelier
+jack
+blinker
+monastery
+total
+volume
+sand kit
+porthole
+photograph
+barium
+sportsman
+peony
+blush
+object
+flag
+kingdom
+flashlight
+windage
+mantua
+drawing tablet
+prophet
+numismatist
+blue
+teammate
+overcoat
+habitat
+cartoon
+retreat
+margarine
+chard
+cucumber
+pilaf
+mouth
+interface
+motor
+image
+patio
+fashion
+countryside
+provider
+diagram
+tent
+liquid
+surrounds
+push
+perch
+modern art piece
+side chair
+humour
+fondue
+wisteria
+dome
+newspaper clip
+oil
+sideboard
+titanium
+skullcap
+work
+snack tray
+quilted bag
+cloister
+ice cream cone
+heavyweight
+rice bowl
+bike rack
+snowplow
+missile
+rubber
+pitcher
+ascent
+bug
+juice
+pattern
+market
+softening
+breadfruit
+hallway
+haircut
+epithelium
+pennant
+tofu
+coin purse
+napkin ring
+lode
+mansion
+trap
+foam
+maid
+doughnut
+suitcase
+box cutter
+hockey stick
+floral arrangement
+artificer
+air vent door
+appetiser
+pharmacist
+anarchist
+molasses
+mate
+immortal
+creator
+banker
+vitamin bottle
+cacao
+campfire
+requirement
+floozie
+garden hose
+cargo
+travel journal
+half-brother
+sand timer
+pack
+harvey balls
+broccoli
+scratch
+shelter
+cowboy
+cranberry
+hail
+ladder
+dulcimer
+roadmap
+transfer
+local
+posterior
+plant
+tender
+fishing tackle
+location
+cone
+persimmon
+love
+watch
+colt
+napkin dispenser
+baby carrier
+camper
+slider
+dryer
+can
+sarong
+exhaust
+snorkel
+modem
+reach
+rambler
+sprinter
+wool sweater
+lychee
+necktie
+heaven
+dock
+tea infuser
+underclothes
+gathering
+camp chair
+mascara
+lot
+envelope
+ambassador
+ozone
+jewellery
+pulse
+accessory
+candle snuffer
+bathhouse
+balcony
+controller
+footage
+familiar
+garden spade
+wetland
+trafficker
+help
+union
+pod
+slip
+zephyr
+armchair
+hot air balloon
+mix
+bidding
+newsstand
+throw blanket
+papaya
+wallaby
+classmate
+bucket hat
+tote
+bayou
+aglet
+flash
+bedside lamp
+impression
+cow
+influence
+chemical
+lymphocyte
+deck of cards
+crossword puzzle
+forgery
+mocha
+cot
+solution
+packet
+cookbook
+eraser
+pirate
+terrarium
+bongo
+razor
+trampolining mat
+kennel
+paper binder
+ounce
+forelimb
+letter rack
+spinach
+babushka
+iris
+competition
+effacement
+sectional
+frog
+hold
+fascia
+output
+carrot
+chasuble
+spray
+chick feeder
+turret
+wear
+gardening tool
+clone
+anesthesiologist
+special
+growth
+steamer basket
+plastic wrap
+cue
+zoo
+civilisation
+towel rack
+candidate
+pile
+crocus
+earthquake kit
+scenery
+fire extinguisher
+chili
+shovel
+sum
+copper mug
+thumb
+level
+biosphere
+crocus bulb
+coaster
+mRNA
+marten
+grandparent
+road sign
+passport holder
+propane
+earthquake
+sophomore
+floor mat
+diadem
+colleague
+foto
+molecule
+android
+netbook
+antibody
+travel blanket
+sandbar
+legging
+lord
+steeple
+crop
+idle mode
+supply
+nectarine
+travel cups
+rice cooker
+finger
+hurdle
+turnstile
+variable
+gaffer
+veldt
+teepee
+hops
+receptor
+glue
+cantaloupe
+wrecker
+trousers
+radish
+weight
+opera
+antiquity
+lumber yard
+glen
+textbook
+flour
+pocket
+dashboard
+vanity
+atmosphere
+mime
+hybridisation
+arena
+top
+latex
+runner
+burden
+uniform
+partner
+laptop backpack
+terrapin
+stethoscope
+dustpan
+potted plant
+chronograph
+coverall
+scented candle
+truck
+mini broom
+robot vacuum
+ironclad
+landscape
+blizzard
+pheasant
+place setting
+current
+safety whistle
+bead container
+tuber
+freon
+sauerkraut
+mosque
+lip balm
+aluminum
+charger
+terrace
+distributor
+quicksand
+rock wall
+stylus
+sweets
+fall
+biplane
+hiking backpack
+wall
+race
+plant stand
+goldfish
+tower
+roadway
+pulley
+slicing knife
+side table
+undertaker
+original
+savannah
+pickax
+bustle
+necklace
+garb
+snack box
+squeegee
+heater
+carbohydrate
+course
+screw
+holiday wreath
+rag
+derrick
+panda
+swing
+tapioca
+letter tray
+need
+mini snow globe
+corn
+postcard
+opening
+charge
+canal
+thread
+branch
+peen
+positivity board
+nonconformist
+stopwatch
+tweezers
+making
+car seat
+quail
+shot
+miniature flag
+alpaca
+obstacle
+canvas
+husband
+door hanger
+hedge
+sipper bottle
+vibrating chair
+stamp
+revenant
+nonbeliever
+lipoprotein
+guest
+muscle relaxer
+reaction
+consul
+pomelo
+candy thermometer
+independent
+presence
+board
+planting board
+ingrate
+therapist
+loincloth
+trench
+fudges
+banquette
+menorah
+culture
+meridian
+rum
+surgery tray
+entrepreneur
+scallion
+substance
+deck chair
+shrimp
+representative
+jungle
+tendency
+pagan
+game
+apartment
+misty pink
+polarisation
+vinyl
+pipeline opener
+minor
+serial
+fishnet
+motorcar
+bongo drum
+match
+brunch
+handwoven basket
+alloy
+telephone
+tie
+leveret
+oleo
+citron
+tissue
+bathtub tray
+worm
+writer
+wagon
+centre
+airport
+cuticle
+authority
+seaside
+bicycle
+robot
+personal
+maggot
+willow
+paddock
+relief
+thrust
+larder
+ice cream maker
+electric screwdriver
+reluctance
+ambulance
+hospice
+distortion
+galoshes
+defender
+gravel
+goldfish bowl
+lyre
+veneer
+job
+balalaika
+dreamer
+router
+workshop light
+supervisor
+buffet
+ikebana vase
+climb
+windscreen
+neonate
+transit
+bottle
+letter opener
+path
+major
+moonshine
+cereal
+sunbonnet
+vodka
+shofar
+lover
+gift set
+cofactor
+carving
+atrium
+mason jar
+scalp
+breeze
+piglet
+fool
+pouch
+home gym set
+ethernet
+brother-in-law
+stucco
+vegetable
+nutrient
+toy box
+white
+caddy
+academy
+time capsule
+possible
+sleuth
+divide
+paperclip
+lawyer
+garden stool
+restroom sign
+facility
+permit
+tug
+maple
+ground
+pupil
+outside
+chasm
+sneeze guard
+chop
+van
+adobe
+assistant
+spawn
+machine
+lad
+kiss
+swine
+hand-held vacuum
+youngster
+aftermath
+raise
+zebra
+daffodil
+floral water
+interpreter
+gray
+dude
+granny
+breadbasket
+cardigan
+canopy cover
+hemp
+filler
+ox
+jockey
+turning
+wheelbarrow
+leaker
+checkout
+eardrum
+juggernaut
+light clip
+zero
+chub
+overnighter
+midden
+name
+celery
+blacksmithing tool
+usher
+tin
+needlepoint
+threshold
+refectory
+doughnut holder
+flower clip
+turnover
+escape
+plough
+gift bag
+harbour
+piano stand
+destiny
+culvert
+taco
+chemistry
+toe
+condominium
+paramedic
+vitality
+plywood
+depth
+gobbler
+slide
+semiconductor
+muskrat
+ancestor
+sweaters
+angel
+pen
+doorknob
\ No newline at end of file
diff --git a/data/imageable_gpt_addition001.txt b/data/imageable_gpt_addition001.txt
new file mode 100644
index 0000000..ccf394c
--- /dev/null
+++ b/data/imageable_gpt_addition001.txt
@@ -0,0 +1,187 @@
+candleholder  
+sandbox  
+scarf  
+sandwich maker  
+pencil sharpener  
+telescope  
+djembe  
+laptop case  
+cuckoo clock  
+saddlebag  
+matchbox  
+marble  
+dreamcatcher  
+djembe  
+paperclip  
+notepad  
+barrel  
+hammock stand  
+solar panel  
+spyglass  
+tote bag  
+trophy  
+typing paper  
+tablecloth  
+goblet  
+castanets  
+vaccine  
+mug  
+napkin ring  
+book cover  
+pocket watch  
+merry-go-round  
+stethoscope  
+hockey stick  
+yarn bowl  
+garden gnome  
+toaster oven  
+garden hose  
+kitchen timer  
+cat tower  
+trophy case  
+calendula  
+snorkel  
+sconce  
+passport holder  
+wallet  
+keychain  
+pencil case  
+ticket stub  
+jigsaw puzzle  
+quicksand model  
+stress ball  
+rolling pin  
+toolbox  
+canvas bag  
+poinsettia  
+spider plant  
+whistle  
+box cutter  
+hologram  
+belly pan  
+compass rose  
+screw  
+cookie cutter  
+pedal board  
+sand kit  
+piano bench  
+merchandise tag  
+post-it notes  
+jacket hanger  
+outdoor umbrella  
+fishing pole  
+sewing kit  
+game board  
+shovel  
+tissue box  
+bike lock  
+harp  
+vitamin organizer  
+rain gauge  
+fingerless gloves  
+iris flowerpot  
+binocular case  
+daffodil bulb  
+cookie box  
+iron key  
+chinaware  
+houndstooth fabric  
+candy jar  
+clock tower  
+potting soil  
+tool belt  
+wind chime  
+whisk  
+tea kettle  
+blowtorch  
+kite  
+ramps  
+bicycle basket  
+Bluetooth speaker  
+potpourri  
+prom ticket  
+violet bloom  
+coin purse  
+kettle  
+beehive  
+wooden block  
+mobile  
+fireplace tool set  
+ballot box  
+training wheels  
+map stand  
+letter opener  
+sand timer  
+zucchini boat  
+bookmark  
+gemstone  
+wool blanket  
+ratchet  
+air pump  
+wheelbarrow  
+hurricane lantern  
+fish bowl  
+campfire  
+alignment tool  
+shadow box  
+surfboard  
+armchair  
+umbrella stand  
+earthenware pot  
+screwdriver set  
+curved ruler  
+file cabinet  
+sous vide  
+tote  
+business card holder  
+phone case  
+basketball hoop  
+basket weave  
+mist net  
+marathon sticker  
+child's chair  
+wing span  
+drain cover  
+flashlight  
+signal mirror  
+battery pack  
+jigsaw  
+slicing knife  
+protractor  
+fleece vest  
+dice  
+sugar bowl  
+hershey's kiss  
+puzzle box  
+dollhouse  
+crocus bulb  
+bike rack  
+fishing tackle  
+ladder  
+chick feeder  
+blood pressure monitor  
+bass drum  
+bracelet  
+harvey balls  
+eyelash curler  
+tea strainer  
+lantern  
+garden stake  
+barbecue grill  
+pan flute  
+reflective vest  
+charming  
+mousepad  
+platter  
+tuning fork  
+filler  
+drinking glass  
+weather vane  
+creamer  
+table lamp  
+fridge magnet  
+tea infuser  
+compass  
+car mat  
+toque  
+hot water bottle  
\ No newline at end of file
diff --git a/data/imageable_gpt_addition002.txt b/data/imageable_gpt_addition002.txt
new file mode 100644
index 0000000..496cf76
--- /dev/null
+++ b/data/imageable_gpt_addition002.txt
@@ -0,0 +1,87 @@
+cervix  
+cloche  
+yardstick  
+tea set  
+skimmer  
+incubator  
+chalkboard  
+trivet  
+bird feeder  
+telescope stand  
+candle snuffer  
+play-doh  
+sunshade  
+bead organizer  
+pasta maker  
+pencil holder  
+garden trowel  
+backpack  
+toe ring  
+musical box  
+pillowcase  
+computer stand  
+popcorn maker  
+pinwheel  
+tool organizer  
+paint roller  
+hand mirror  
+teakettle  
+skirting board  
+corkboard  
+wristwatch  
+notebook  
+peeler  
+letter tray  
+giraffe figurine  
+potted plant  
+car seat  
+reading lamp  
+necklace stand  
+seashell collection  
+mountain bike  
+sipper bottle  
+sandcastle mold  
+beehive  
+casserole dish  
+tap handle  
+kitchen apron  
+trowel  
+sickle  
+thermostat  
+coyote statue  
+beaded curtain  
+pestle  
+compost bin  
+shaker  
+kitchen scale  
+yarn storage  
+spigot  
+dustpan  
+hand sanitizer  
+clothing rack  
+root vegetable peeler  
+camp chair  
+utter  
+netbook  
+stopwatch  
+t-tool  
+fire pit  
+breadbasket  
+record player  
+ship model  
+tin can  
+ladle  
+ikebana vase  
+floral arrangement  
+purse organizer  
+roadmap  
+pencil sharpener  
+cereal box  
+insect house  
+birdhouse  
+hummingbird feeder  
+coasters  
+bubble wand  
+umbrella  
+swimming goggles  
+canvas tarp  
\ No newline at end of file
diff --git a/data/imageable_gpt_addition003.txt b/data/imageable_gpt_addition003.txt
new file mode 100644
index 0000000..dd7b9d4
--- /dev/null
+++ b/data/imageable_gpt_addition003.txt
@@ -0,0 +1,1174 @@
+candleholder  
+sandbox
+spork  
+feedbag  
+spatula  
+plastic wrap  
+enzyme  
+harmony  
+charm  
+sandwich maker  
+cordless phone  
+pencil sharpener  
+telescope  
+adjustable wrench  
+mini fridge  
+luggage tag  
+water bottle  
+snorkel  
+hairbrush  
+kitchen timer  
+car seat cover  
+pet carrier  
+fishing rod  
+glow stick  
+yarn bowl  
+candle  
+saddlebag  
+matchbox  
+paperweight  
+merry-go-round  
+stethoscope  
+hockey stick  
+keyring  
+yarn spool  
+goblet  
+soda fountain  
+pocket bag  
+jigsaw puzzle  
+water filter  
+combination lock  
+garden gnome  
+trolley  
+flashlight  
+garden shovel  
+whistle  
+earbud case  
+colander  
+drain cover  
+bike helmet  
+tea kettle  
+screwdriver set  
+jotter  
+clipboard  
+grocery tote  
+bird feeder  
+expandable hose  
+bean bag chair  
+keychain  
+cleaver  
+barbecue brush  
+flower pot  
+wooden toy  
+toolbox  
+bill organizer  
+fidget spinner  
+heart-shaped box  
+ballpoint pen  
+fishing tackle box  
+mechanical pencil  
+overalls  
+ceramic bowl  
+ice cream scoop  
+digital scale  
+bagel cutter  
+mouse pad  
+carabiner  
+cutting board  
+spice rack  
+egg timer  
+finger puppet  
+tie-dye kit  
+driftwood  
+chopsticks  
+food processor  
+meditation cushion  
+matching game  
+air freshener  
+postcard  
+screen protector  
+hairdryer  
+garden cart  
+ceramic mug  
+silicone spatula  
+travel mug  
+suction cups  
+safety pin  
+pasta strainer  
+cast iron pan  
+cowbell  
+craft scissors  
+wireless charger  
+rocking chair  
+play mat  
+miniature globe  
+food storage container  
+crossword puzzle  
+felt-tip pen  
+kite  
+squeegee  
+paper binder  
+ice cream maker  
+infuser  
+personal fan  
+photograph frame  
+spatula  
+plush toy  
+watering can  
+wooden puzzle  
+makeup brush  
+fleece blanket  
+bicycle tire  
+sandwich press  
+letter opener  
+marbles  
+tiffin box  
+gift box  
+knitting needles  
+strawberry planter  
+sticky notes  
+instruction manual  
+hiking stick  
+gift wrap  
+fridge magnet  
+fishing lure  
+climbing rope  
+toy car  
+watercolor set  
+laptop bag  
+plant pot  
+bubble machine  
+hand-held vacuum  
+textbook  
+carabiner clip  
+pet leash  
+tote bag  
+window decal  
+rubber band  
+hot glue gun  
+hiking boots  
+platinum card  
+potty  
+travel pillow  
+beach towel  
+soil test kit  
+cocoa powder  
+toy box  
+baking sheet  
+shampoo bottle  
+plaster  
+tissue  
+gaming mouse  
+switch  
+shipping box  
+deck of cards  
+snack tray  
+cutter  
+compost bin  
+carpet cleaner  
+kitchen scale  
+herb garden kit  
+spider catcher  
+universal remote  
+small chest  
+propane tank  
+golf club  
+butter knife  
+filling tool  
+magnetic board  
+postage stamp  
+dinner plate  
+puzzle piece  
+exercise mat  
+tote  
+electric kettle  
+tissue paper  
+string lights  
+gift card  
+mini speaker  
+butcher block  
+mini hammer  
+kettle  
+paring knife  
+insulated tumbler  
+miniature flag  
+refrigerator magnet  
+armband  
+potato masher  
+travel guide  
+milk frother  
+garden spade  
+bed cover  
+mini projector  
+clothes pin  
+dog bed  
+nesting dolls  
+puzzle cube  
+dinosaur toy  
+scrapbook  
+reusable straw  
+tablet holder  
+safety goggles  
+wind spinner  
+balloon  
+liquid soap dispenser  
+pet bed  
+sound machine  
+holiday wreath  
+mini umbrella  
+flea comb  
+shower curtain  
+paper lantern  
+lemon squeezer  
+bank bag  
+rubber gloves  
+stacking bins  
+wind sock  
+hummingbird feeder  
+dog grooming tool  
+word search book  
+paintbrush  
+yardstick  
+anatomy model  
+pennant  
+kitchen strainer  
+skateboard  
+safety whistle  
+string lights  
+tweezers  
+snack container  
+photo album  
+sports brochure  
+plant stand  
+slicing tool  
+letter tray  
+dough scraper  
+safety goggles  
+travel blanket  
+note cards  
+scented candle  
+incense holder  
+hand mirror  
+bicycle pump  
+mini broom  
+puppy toy  
+tattoo kit  
+hair straightener  
+laptop backpack  
+clamping tool  
+muffin tin  
+kawaii plush  
+bus pass holder  
+rotary cutter  
+personal organizer  
+wind chimes  
+curling iron  
+houseplant  
+tattoo gun  
+ice cream scoop  
+appetizer plate  
+autograph book  
+face mask  
+merchandise tag  
+mini snow globe  
+bead box  
+garden shed  
+exercise weights  
+vacuum flask  
+shelf organizer  
+stretch band  
+drawstring bag  
+letter rack  
+roller  
+turtle figure  
+wooden crate  
+vegetable peeler  
+baseball cap  
+steamer basket  
+stocking holder  
+shopping list pad  
+firestarter  
+wreath frame  
+comforter  
+candy dish  
+coin purse  
+dinner mat  
+recycling bin  
+cosmetic mirror  
+stair railing  
+lemon zester  
+bento box  
+address book  
+stackable dresser  
+beanie bag  
+cooler  
+hand towel  
+vacation journal  
+butter container  
+vegetable peeler  
+skate shoes  
+trampolining mat  
+yarn holder  
+tea pot  
+basket holder  
+kid's play tent  
+cushion cover  
+leaf blower  
+glass jar  
+pet food container  
+bamboo plant  
+stretchable rack  
+piano bench  
+pet supplies organizer  
+drawing tablet  
+plant mister  
+wok  
+bathtub tray  
+multipurpose knife  
+cleaning brush  
+kitchen drawer  
+warming pad  
+photo printer  
+wrench  
+fishing vest  
+turkey baster  
+educational toys  
+bento tray  
+sugar bowl  
+doughnut holder  
+baby monitor  
+pickling jar  
+sleep mask  
+snack basket  
+safety harness  
+cool pack  
+queue barrier  
+bucket hat  
+tea cozy  
+copper mug  
+soda can holder  
+electric screwdriver  
+pet waste bag dispenser  
+wall clock  
+goldfish bowl  
+snow shovel  
+gift card holder  
+sprocket  
+whirligig  
+hen  
+lapel pin  
+feeding trough  
+vegetable slicer  
+fruit bowl  
+fishing net  
+toy storage  
+butter dish  
+smoker  
+home gym equipment  
+cufflinks  
+bubble wrap  
+air vent door  
+dog dish  
+compass rose  
+mini air pump  
+sun visor  
+eraser  
+modern art piece  
+crutch  
+bicycle fender  
+surfboard rack  
+decorative box  
+frying pan  
+insulated coffee mug  
+gift bag  
+battery holder  
+fence panel  
+personal journal  
+backpack organizer  
+paint palette  
+shower caddy  
+vitamin bottle  
+hiking backpack  
+folding chair  
+kitchen cabinet  
+coffee table  
+slipcover  
+travel journal  
+yoga mat  
+spigot  
+fish tank  
+piano stand  
+windshield wiper  
+datebook  
+surgery tray  
+shirt  
+hip flask  
+chafing dish  
+street sign  
+video game controller  
+step stool  
+traffic cone  
+top hat  
+jigsaw puzzle  
+nikon camera  
+scholar's notebook  
+protractor  
+colored pencils  
+bowling pin  
+picnic blanket  
+painted vase  
+towel rack  
+jacket  
+letter box  
+plaque  
+ink pen  
+keypad  
+plastic bag  
+bonfire ring  
+sleeping bag  
+bar of soap  
+safety switch  
+loofah  
+chia pet  
+rolling tray  
+outdoor light fixture  
+junk drawer  
+calendar  
+wallet organizer  
+sneeze guard  
+wooden dowel  
+personal safety alarm  
+drink dispenser  
+dog bowl  
+sandwich holder  
+pet food dish  
+lumber yard  
+paw print  
+untuned bell  
+throw pillow  
+skis  
+bath mat  
+bicycle throttle  
+attachable tent  
+hiking vest  
+zipper  
+canopy cover  
+cat carrier  
+construction paper  
+ram's horn  
+storage container  
+art smock  
+sink strainer  
+beater  
+outdoor rug  
+bowl  
+hairpin  
+upholstered chair  
+cordless drill  
+specialty knife  
+clutch purse  
+box cutter  
+glass make-up container  
+wristlet  
+medicinal herb kit  
+cooler  
+mat board  
+pencil  
+tongs  
+teapot  
+water canister  
+step ladder  
+gift card holder  
+ceiling fan  
+organizer  
+solar light  
+airbed  
+adjustable angle  
+cat bed  
+spin mop  
+napkin dispenser  
+appetizer fork  
+fishing bobber  
+scrapbook paper  
+travel frame  
+musical instrument  
+colorful hat  
+curtain rod  
+bicycle chain  
+needlepoint  
+water color set  
+bowl of soup  
+steamer  
+handmade basket  
+cactus pot  
+tissue dispenser  
+bicycle trailer  
+travel cups  
+drawer organizer  
+garden spade  
+manicure set  
+thermometer  
+toast rack  
+canned food  
+ladder  
+surfboard  
+cat stand  
+baseball jersey  
+tissue box  
+slinky  
+lessons book  
+bicycle bells  
+cloak  
+cotton candy machine  
+tiny book  
+wrench  
+bag of chips  
+travel cutlery  
+bedside lamp  
+caddy  
+hand sanitizer holder  
+thermos  
+pull-up bar  
+glasswork  
+sewing box  
+remote control holder  
+glamorous sunglasses  
+horse shoe  
+scarf holder  
+pizza sheet  
+shower curtain liner  
+stretchy gloves  
+bongo drum  
+plum  
+garden stake  
+veggie tray  
+bamboo mat  
+caffeine tablet  
+ice mold  
+ring binder  
+appetizer tray  
+blender  
+letter set  
+car charger  
+muffin wrap  
+spread sheet  
+blanket  
+trombone  
+pepper grinder  
+rice cooker  
+polisher  
+lumber stack  
+calligraphy pens  
+pencil sharpener  
+trophy  
+rake  
+gardening tool  
+playmat  
+collectible card  
+pet food tray  
+fortress  
+festival wristband  
+unicycle  
+body pillow  
+gas canister  
+art kit  
+air mattress  
+exercise pup  
+hoop  
+passport  
+broomstick  
+router  
+one-piece swimsuit  
+water glass  
+eclectic stool  
+broccoli spirit  
+table mat  
+plastic bag tie  
+stacks of paper  
+teaspoon  
+snack stack  
+functional pillow  
+kitchen scale  
+goldfish  
+shower cap  
+kicks  
+bead container  
+step message  
+magnet board  
+garden scooper  
+vanity mirror  
+sprayer  
+snapper  
+skipping rope  
+smart speaker  
+mechanical toy  
+socks  
+flippers  
+exercise bands  
+winery brochure  
+handwoven basket  
+kaleidoscope  
+gel pen  
+natural soap  
+kitchen sponge  
+tote bag  
+color wheel  
+bandage  
+freestyle hook  
+shrub  
+bubble machine  
+kitchen tray  
+cutting mat  
+elongated rim  
+tool chest  
+pencil case  
+cookie cutter  
+lever  
+undo button  
+refreshing drink holder  
+gluten-free cookbook  
+juice box  
+trattoria  
+neti pot  
+quilted bag  
+door stop  
+cord organizer  
+pouring jug  
+kitchen skimmer  
+dehumidifier  
+exit sign  
+butter dish  
+place setting  
+tea set  
+uncle  
+lego bricks  
+caramels  
+garden hose  
+potting table  
+bowling ball  
+hair wig  
+windshield washer fluid  
+blanket  
+comforter  
+snow shovel  
+visual tool  
+remote switch  
+puzzle game  
+wrap  
+bleeder  
+topiary  
+hairpin  
+honey jar  
+deck chair  
+kitchen towel  
+travel poster  
+power bank  
+back scratcher  
+coloring book  
+tongs  
+cat bed  
+rubber stamp  
+shiny coin  
+floorsheet  
+child’s plate  
+mason jar  
+space heater  
+country flag  
+lip balm  
+drainer  
+potato peeler  
+fruit basket  
+fitness tracker  
+nut butter  
+tool belt  
+refreshing drink  
+hard hat  
+portable charger  
+reusable rag  
+yardstick  
+sponge  
+magic wand  
+gift wrap  
+knee pads  
+do-it-yourself book  
+shoe cleaner  
+outdoor grill  
+hands-free speaker  
+mini fridge  
+bullet journal  
+garden chair  
+folding table  
+hiking shoes  
+reusable wrap  
+bath towel  
+pet carrier  
+dustpan  
+smoothie maker  
+arrow  
+thermostat  
+miniature painting kit  
+portable speaker  
+syringe  
+outdoor rug  
+granola bar  
+water filter  
+party hat  
+dehumidifier  
+carabiner  
+hair straightener  
+garden rake  
+tote bag  
+pet carrier  
+cardboard  
+seed packet  
+throw blanket  
+eye patches  
+kid's plate  
+exercise wheel  
+fishing bag  
+hippie accessory  
+ice cream cone  
+cork board  
+lawn chair  
+blanket  
+guitar pick  
+air fryer  
+candy thermometer  
+swimming cap  
+shoe bag  
+floral water  
+neck pillow  
+time capsule  
+beard trimmer  
+craft storage unit  
+detox kit  
+nail file  
+candy bar  
+baby bouncer  
+captain's hat  
+rat  
+road map  
+underwear organizer  
+saucer  
+home gym set  
+session notes  
+leaf blower  
+chrome piece  
+hush puppy  
+x-ray film  
+kitchen tool  
+medicine cabinet  
+fastener  
+light clip  
+scrap rack  
+pin cushion  
+squid  
+safety glasses  
+hen  
+shrub  
+blank sheet  
+scope holder  
+djembe  
+dummy  
+road sign  
+spike  
+plastic container  
+decorative pillow  
+forget-me-not  
+boot side  
+pillow case  
+bathroom organizer  
+balmy air  
+tree blind  
+composition notebook  
+foto  
+road sign  
+measuring tape  
+sweaters  
+landscaping book  
+kalimba  
+kill switch  
+compound bow  
+easy chair  
+bathtub pill  
+din tuck  
+dribble  
+tractor beam  
+ejector pin  
+pencil holder  
+door hanger  
+marble  
+runway sign  
+capsule  
+front line  
+space saver  
+drums  
+protractor  
+paper cutter  
+garden hose holder  
+unstuffed bear  
+puzzle mat  
+bare necessities  
+misty pink  
+idle mode  
+fitted sheet  
+nesting basket  
+skating ring  
+pasta container  
+fudges  
+helmet  
+silhouette  
+space heater  
+heavyweight  
+custom alarm  
+scratch paper  
+cooking board  
+pasta maker  
+garden spade  
+dream house  
+hairpin  
+smoothie maker  
+teddy  
+sunlight  
+fish scale  
+mechanical pencil  
+hangar  
+snack box  
+to-do list  
+straw supplier  
+back scratcher  
+appliance  
+vibrating chair  
+holographic projector  
+butter layer  
+basket case  
+edible flower  
+weed  
+baby powder  
+turner  
+garden stool  
+car mat  
+print book  
+cool box  
+cake carrier  
+peach  
+notepad  
+fan blade  
+leash  
+adrenaline  
+drawing pad  
+kitchen scale  
+multi-tool  
+vintage book  
+romper  
+heating pad  
+night light  
+fresh air  
+honeycomb  
+defibrillator  
+clipping tool  
+piano bench  
+direction board  
+pipeline opener  
+compost bin  
+windmill  
+exercise ball  
+list taker  
+circle  
+day planner  
+hitch  
+salt box  
+spatula  
+glove box  
+setting book  
+apple  
+bathroom scale  
+garden cart  
+door ajar  
+spider catcher  
+gift set  
+plumb bob  
+key box  
+miniature chair  
+tumbler  
+training wheels  
+safety seat  
+thermostatic valve  
+dog umbrella  
+candy dish  
+marble cake  
+bread pan  
+replacement part  
+plant food  
+microwave oven  
+fire bowl  
+flag  
+marmot  
+bamboo stake  
+chestnut  
+lavender  
+restroom sign  
+garden stake  
+dog waste bag holder  
+space bar  
+gate latch  
+rock wall  
+soggy pudding  
+chip clip  
+clothes rack  
+eggnog  
+blacksmithing tool  
+tailgater  
+helicopter  
+crop  
+measuring spoon  
+bathing suit  
+mold  
+coil spring  
+storage drawer  
+water balloon  
+newspaper clip  
+schoolhouse  
+ledging  
+gravy boat  
+countdown timer  
+funnel  
+plastic bowl  
+paint can  
+kitchen organizer  
+chili pot  
+mocktail  
+side table  
+roll  
+grandfather's chair  
+kitchen appliance  
+muscle relaxer  
+hammock  
+disposable camera  
+jigsaw puzzles  
+chalet  
+beater  
+shutter  
+bottle cap  
+wreath  
+salad spinner  
+floor mat  
+fiesta plate  
+ceramics  
+waiter  
+light snow  
+potholder  
+garden spade  
+lamp post  
+chipboard  
+cleat  
+spark plug  
+garden fork  
+stackable baskets  
+solar kit  
+unicorn horn  
+solar streetlight  
+squid  
+armrest  
+home inspector  
+nightstand  
+perch  
+measuring cup  
+power bank  
+corkboard  
+goldfish bowl  
+car air freshener  
+watchband  
+water slide  
+tool chest  
+gas light  
+billiard ball  
+screwdriver  
+shampoo  
+floating shelf  
+summit  
+paper towel holder  
+woodpile  
+sandpaper  
+magnetic strip  
+barbecue skewer  
+pickling jar  
+peeler  
+spike ball  
+vegetable peeler  
+rain gauge  
+smoke detector  
+dashcam  
+reflector  
+wearable technology  
+luggage conveyor  
+umbra  
+ugly doll  
+tote bag  
+umbrella holder  
+short filter  
+bag  
+knitting needle  
+toilet paper roll  
+sanitation products  
+gold ring  
+pet leash  
+baby carrier  
+gift wrap tool  
+bandana  
+ear mug  
+napkin holder  
+backyard grill  
+earthquake kit  
+bento box  
+glamour model  
+tuba  
+party lights  
+hot air balloon  
+garden spigot  
+dishwasher  
+yarn spool  
+espresso machine  
+brew kit  
+template  
+sponge brush  
+zebra figure  
+container  
+pointsetta  
+planting board  
+paddle  
+gym bag  
+flower clip  
+mohair  
+e-book  
+motor cover  
+cabinet  
+booster  
+light dimmer  
+firewood holder  
+fruit basket  
+ring toss  
+first aid kit  
+decorative shroud  
+tea container  
+magic cube  
+oversized sweater  
+light switch  
+nerf gun  
+playing cards  
+submarine sandwich  
+comfort blanket  
+fire extinguisher  
+cabinet of curiosities  
+jacket hanger  
+kitchen organizer  
+face mask  
+rose  
+metal box  
+cosmetic bag  
+photo book  
+concrete mix  
+batter box  
+windbreaker  
+brightness monitor  
+cable organizer  
+ceramic ornament  
+snack tray  
+drain basin  
+round block  
+sand timer  
+business label  
+school supplies  
+literature book  
+drafting table  
+umbrella holder  
+walking stick  
+garden shovel  
+turtleneck sweater  
+quilted throw  
+collapsible cup  
+curtains  
+hand soap dispenser  
+lawn mower bag  
+holiday garland  
+road sign  
+napkin ring  
+fresh produce basket  
+wolf  
+translator  
+quilt square  
+dog toy  
+knife holder  
+bike saddle  
+armchair  
+eco bag  
+planting pot  
+learning kit  
+emoji magnet  
+clear case  
+life vest  
+glorifier  
+chicken  
+hockey puck  
+saddle blanket  
+rice bowl  
+lid  
+nail clippers  
+shutter  
+cotton ball  
+pelican  
+petal  
+side chair  
+dough bowl  
+bamboo basket  
+gift tag  
+gift cardholder  
+fruit knife  
+zucchini  
+sun hat  
+queen sheet  
+steamer  
+raincoat  
+machine  
+pasta maker  
+ice cream maker  
+step stool  
+playground  
+wool sweater  
+puppy toy  
+layered cake  
+baking stone  
+tool caddy  
+coffee grinder  
+face cream  
+robot vacuum  
+trunk  
+ladder  
+pepper  
+fork  
+inflatable toy  
+positivity board  
+plant stand  
+rain gauge  
+security fence  
+shower curtain  
+pillow case  
+racing bike  
+workshop light  
+cork  
+ratchet straps  
+paper chain  
+sandal  
+glass dome  
+hiking backpack  
+backpacker  
+pet feeder  
+scented candle holder  
+foot stool  
+bicycle horn  
+medication organizer  
+chariot  
+doghouse  
+umbrella  
+
+DONE
\ No newline at end of file
diff --git a/data/imageable_gptfilter.txt b/data/imageable_gptfilter.txt
new file mode 100644
index 0000000..e5a4de5
--- /dev/null
+++ b/data/imageable_gptfilter.txt
@@ -0,0 +1,5700 @@
+worker  
+story  
+singer  
+aunt  
+turnip  
+dresser  
+dickey  
+fall  
+path  
+grandfather  
+knickers  
+spatula  
+toast  
+atrium  
+workplace  
+classroom  
+clock  
+radio  
+bridge  
+pigeon  
+handrail  
+cinder  
+screen  
+tire  
+stitch  
+first  
+wall  
+duckling  
+angel  
+nature  
+dance  
+thistle  
+rations  
+tarragon  
+freckle  
+adapter  
+sediment  
+artist  
+beginner  
+veneer  
+gasp  
+bustle  
+houseboat  
+salsa  
+roller  
+tower  
+manatee  
+creator  
+blanket  
+rowboat  
+date  
+newsprint  
+pitch  
+total  
+chipmunk  
+velvet  
+operation  
+erosion  
+hero  
+breastplate  
+chalk  
+love  
+form  
+rooster  
+bark  
+cello  
+widget  
+fighter  
+poll  
+wastebasket  
+lover  
+room  
+search  
+cream  
+samurai  
+tonic  
+usher  
+coordinator  
+genius  
+accommodation  
+main  
+diadem  
+cauliflower  
+ranger  
+decoder  
+storm  
+cabbage  
+loft  
+timer  
+cleric  
+fountain  
+safety  
+medium  
+emitter  
+major  
+pea  
+nonsense  
+backbone  
+flame  
+bus  
+plunger  
+wool  
+undertaker  
+mattock  
+ascent  
+guinea  
+casino  
+paw  
+labourer  
+nick  
+believer  
+maker  
+mink  
+giant  
+temp  
+loading  
+landscape  
+entree  
+veranda  
+bather  
+barbecue  
+cat  
+sill  
+daisy  
+ancestor  
+diary  
+horseradish  
+tooth  
+pearl  
+boatyard  
+skirt  
+glass  
+ginger  
+pecan  
+football  
+pannier  
+thrift  
+replication  
+kebab  
+wrapper  
+sunlight  
+sound  
+therapist  
+fennel  
+top  
+trailer  
+clam  
+chop  
+moat  
+kingfish  
+west  
+wife  
+silk  
+den  
+parent  
+gingerbread  
+onion  
+pew  
+ram  
+patio  
+state  
+labour  
+preserves  
+jeans  
+volcano  
+catalyst  
+armrest  
+trinket  
+fig  
+outlaw  
+scissors  
+venison  
+detective  
+appliance  
+afterthought  
+hemp  
+husband  
+vestment  
+automation  
+dinner  
+recognition  
+flanker  
+curry  
+rum  
+resistance  
+vegetarian  
+achiever  
+pawnshop  
+grill  
+airfield  
+item  
+nightclub  
+horizon  
+activity  
+operator  
+ruler  
+sash  
+key  
+locomotive  
+signet  
+hamster  
+twig  
+riverbed  
+ordinary  
+sepal  
+iceberg  
+spring  
+figure  
+sneakers  
+laboratory  
+pouch  
+bookmark  
+platypus  
+payee  
+cane  
+hovercraft  
+watermelon  
+foot  
+fiberglass  
+bore  
+plywood  
+wifi  
+jumper  
+sled  
+laundry  
+zinc  
+railing  
+buzzard  
+tummy  
+group  
+snowplow  
+ziggurat  
+book  
+sourwood  
+interior  
+sabre  
+cactus  
+coat  
+junk  
+illustration  
+watcher  
+dump  
+consumer  
+membrane  
+posterior  
+footage  
+eyeball  
+slipper  
+restroom  
+sari  
+ashram  
+march  
+stitcher  
+gravel  
+altar  
+vicinity  
+mini  
+cockpit  
+sheath  
+miter  
+framework  
+nourishment  
+point  
+rawhide  
+wax  
+artifact  
+taxpayer  
+fruit  
+lawmaker  
+longboat  
+spleen  
+trapezoid  
+reporter  
+pulse  
+cranberry  
+draft  
+molasses  
+proliferation  
+blizzard  
+run  
+shock  
+rock  
+messenger  
+official  
+cicada  
+cytokine  
+antennae  
+rose  
+masonry  
+buyer  
+legume  
+crow  
+envelope  
+terrarium  
+applewood  
+left  
+sweatshop  
+fringe  
+kitchen  
+redhead  
+sack  
+legging  
+heartwood  
+fault  
+rocker  
+buddy  
+measure  
+simple  
+souvenir  
+incubation  
+alb  
+meatloaf  
+gear  
+archaeologist  
+oxygen  
+pepper  
+lounge  
+spaghetti  
+square  
+ironclad  
+reverse  
+content  
+microphone  
+kitten  
+taxicab  
+body  
+matter  
+overhead  
+cation  
+corridor  
+network  
+poet  
+lashes  
+aftershock  
+agent  
+saddle  
+sundial  
+stump  
+plug  
+person  
+ingrate  
+harbor  
+salami  
+submarine  
+wagon  
+note  
+checkout  
+wave  
+airplane  
+stress  
+ephemeris  
+weight  
+bandana  
+cattle  
+neonate  
+dumbwaiter  
+pelican  
+lyre  
+sip  
+cracker  
+copy  
+accessory  
+bell  
+serum  
+tambour  
+noodle  
+stew  
+tutu  
+number  
+push  
+ingredient  
+mortise  
+hen  
+shear  
+receiver  
+attendant  
+manager  
+sunset  
+chance  
+cultivator  
+mall  
+sweatshirt  
+koala  
+bubble  
+thermals  
+caddy  
+notebook  
+bower  
+riser  
+waiter  
+director  
+postbox  
+guava  
+literate  
+computer  
+toe  
+nurse  
+formal  
+review  
+centurion  
+employer  
+endoderm  
+property  
+adrenaline  
+congo  
+warren  
+reamer  
+sparerib  
+seaweed  
+celeriac  
+cap  
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+sandwich maker
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+laptop case
+cuckoo clock
+saddlebag
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+mug
+napkin ring
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+merry-go-round
+stethoscope
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+yarn bowl
+garden gnome
+toaster oven
+garden hose
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+cat tower
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+ticket stub
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+quicksand model
+stress ball
+rolling pin
+toolbox
+canvas bag
+poinsettia
+spider plant
+whistle
+box cutter
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+belly pan
+compass rose
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+cookie cutter
+pedal board
+sand kit
+piano bench
+merchandise tag
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+jacket hanger
+outdoor umbrella
+fishing pole
+sewing kit
+game board
+shovel
+tissue box
+bike lock
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+vitamin organizer
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+fingerless gloves
+iris flowerpot
+binocular case
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+cookie box
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+houndstooth fabric
+candy jar
+clock tower
+potting soil
+tool belt
+wind chime
+whisk
+tea kettle
+blowtorch
+kite
+ramps
+bicycle basket
+Bluetooth speaker
+potpourri
+prom ticket
+violet bloom
+coin purse
+kettle
+beehive
+wooden block
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+fireplace tool set
+ballot box
+training wheels
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+curved ruler
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+signal mirror
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+slicing knife
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+dice
+sugar bowl
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+puzzle box
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+crocus bulb
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+chick feeder
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+toque
+hot water bottle
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+backpack
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+yarn storage
+spigot
+dustpan
+hand sanitizer
+clothing rack
+root vegetable peeler
+camp chair
+utter
+netbook
+stopwatch
+t-tool
+fire pit
+breadbasket
+record player
+ship model
+tin can
+ladle
+ikebana vase
+floral arrangement
+purse organizer
+roadmap
+pencil sharpener
+cereal box
+insect house
+birdhouse
+hummingbird feeder
+coasters
+bubble wand
+umbrella
+swimming goggles
+canvas tarp
+candleholder
+sandbox
+spork
+feedbag
+spatula
+plastic wrap
+enzyme
+harmony
+charm
+sandwich maker
+cordless phone
+pencil sharpener
+telescope
+adjustable wrench
+mini fridge
+luggage tag
+water bottle
+snorkel
+hairbrush
+kitchen timer
+car seat cover
+pet carrier
+fishing rod
+glow stick
+yarn bowl
+candle
+saddlebag
+matchbox
+paperweight
+merry-go-round
+stethoscope
+hockey stick
+keyring
+yarn spool
+goblet
+soda fountain
+pocket bag
+jigsaw puzzle
+water filter
+combination lock
+garden gnome
+trolley
+flashlight
+garden shovel
+whistle
+earbud case
+colander
+drain cover
+bike helmet
+tea kettle
+screwdriver set
+jotter
+clipboard
+grocery tote
+bird feeder
+expandable hose
+bean bag chair
+keychain
+cleaver
+barbecue brush
+flower pot
+wooden toy
+toolbox
+bill organizer
+fidget spinner
+heart-shaped box
+ballpoint pen
+fishing tackle box
+mechanical pencil
+overalls
+ceramic bowl
+ice cream scoop
+digital scale
+bagel cutter
+mouse pad
+carabiner
+cutting board
+spice rack
+egg timer
+finger puppet
+tie-dye kit
+driftwood
+chopsticks
+food processor
+meditation cushion
+matching game
+air freshener
+postcard
+screen protector
+hairdryer
+garden cart
+ceramic mug
+silicone spatula
+travel mug
+suction cups
+safety pin
+pasta strainer
+cast iron pan
+cowbell
+craft scissors
+wireless charger
+rocking chair
+play mat
+miniature globe
+food storage container
+crossword puzzle
+felt-tip pen
+kite
+squeegee
+paper binder
+ice cream maker
+infuser
+personal fan
+photograph frame
+spatula
+plush toy
+watering can
+wooden puzzle
+makeup brush
+fleece blanket
+bicycle tire
+sandwich press
+letter opener
+marbles
+tiffin box
+gift box
+knitting needles
+strawberry planter
+sticky notes
+instruction manual
+hiking stick
+gift wrap
+fridge magnet
+fishing lure
+climbing rope
+toy car
+watercolor set
+laptop bag
+plant pot
+bubble machine
+hand-held vacuum
+textbook
+carabiner clip
+pet leash
+tote bag
+window decal
+rubber band
+hot glue gun
+hiking boots
+platinum card
+potty
+travel pillow
+beach towel
+soil test kit
+cocoa powder
+toy box
+baking sheet
+shampoo bottle
+plaster
+tissue
+gaming mouse
+switch
+shipping box
+deck of cards
+snack tray
+cutter
+compost bin
+carpet cleaner
+kitchen scale
+herb garden kit
+spider catcher
+universal remote
+small chest
+propane tank
+golf club
+butter knife
+filling tool
+magnetic board
+postage stamp
+dinner plate
+puzzle piece
+exercise mat
+tote
+electric kettle
+tissue paper
+string lights
+gift card
+mini speaker
+butcher block
+mini hammer
+kettle
+paring knife
+insulated tumbler
+miniature flag
+refrigerator magnet
+armband
+potato masher
+travel guide
+milk frother
+garden spade
+bed cover
+mini projector
+clothes pin
+dog bed
+nesting dolls
+puzzle cube
+dinosaur toy
+scrapbook
+reusable straw
+tablet holder
+safety goggles
+wind spinner
+balloon
+liquid soap dispenser
+pet bed
+sound machine
+holiday wreath
+mini umbrella
+flea comb
+shower curtain
+paper lantern
+lemon squeezer
+bank bag
+rubber gloves
+stacking bins
+wind sock
+hummingbird feeder
+dog grooming tool
+word search book
+paintbrush
+yardstick
+anatomy model
+pennant
+kitchen strainer
+skateboard
+safety whistle
+string lights
+tweezers
+snack container
+photo album
+sports brochure
+plant stand
+slicing tool
+letter tray
+dough scraper
+safety goggles
+travel blanket
+note cards
+scented candle
+incense holder
+hand mirror
+bicycle pump
+mini broom
+puppy toy
+tattoo kit
+hair straightener
+laptop backpack
+clamping tool
+muffin tin
+kawaii plush
+bus pass holder
+rotary cutter
+personal organizer
+wind chimes
+curling iron
+houseplant
+tattoo gun
+ice cream scoop
+appetizer plate
+autograph book
+face mask
+merchandise tag
+mini snow globe
+bead box
+garden shed
+exercise weights
+vacuum flask
+shelf organizer
+stretch band
+drawstring bag
+letter rack
+roller
+turtle figure
+wooden crate
+vegetable peeler
+baseball cap
+steamer basket
+stocking holder
+shopping list pad
+firestarter
+wreath frame
+comforter
+candy dish
+coin purse
+dinner mat
+recycling bin
+cosmetic mirror
+stair railing
+lemon zester
+bento box
+address book
+stackable dresser
+beanie bag
+cooler
+hand towel
+vacation journal
+butter container
+vegetable peeler
+skate shoes
+trampolining mat
+yarn holder
+tea pot
+basket holder
+kid's play tent
+cushion cover
+leaf blower
+glass jar
+pet food container
+bamboo plant
+stretchable rack
+piano bench
+pet supplies organizer
+drawing tablet
+plant mister
+wok
+bathtub tray
+multipurpose knife
+cleaning brush
+kitchen drawer
+warming pad
+photo printer
+wrench
+fishing vest
+turkey baster
+educational toys
+bento tray
+sugar bowl
+doughnut holder
+baby monitor
+pickling jar
+sleep mask
+snack basket
+safety harness
+cool pack
+queue barrier
+bucket hat
+tea cozy
+copper mug
+soda can holder
+electric screwdriver
+pet waste bag dispenser
+wall clock
+goldfish bowl
+snow shovel
+gift card holder
+sprocket
+whirligig
+hen
+lapel pin
+feeding trough
+vegetable slicer
+fruit bowl
+fishing net
+toy storage
+butter dish
+smoker
+home gym equipment
+cufflinks
+bubble wrap
+air vent door
+dog dish
+compass rose
+mini air pump
+sun visor
+eraser
+modern art piece
+crutch
+bicycle fender
+surfboard rack
+decorative box
+frying pan
+insulated coffee mug
+gift bag
+battery holder
+fence panel
+personal journal
+backpack organizer
+paint palette
+shower caddy
+vitamin bottle
+hiking backpack
+folding chair
+kitchen cabinet
+coffee table
+slipcover
+travel journal
+yoga mat
+spigot
+fish tank
+piano stand
+windshield wiper
+datebook
+surgery tray
+shirt
+hip flask
+chafing dish
+street sign
+video game controller
+step stool
+traffic cone
+top hat
+jigsaw puzzle
+nikon camera
+scholar's notebook
+protractor
+colored pencils
+bowling pin
+picnic blanket
+painted vase
+towel rack
+jacket
+letter box
+plaque
+ink pen
+keypad
+plastic bag
+bonfire ring
+sleeping bag
+bar of soap
+safety switch
+loofah
+chia pet
+rolling tray
+outdoor light fixture
+junk drawer
+calendar
+wallet organizer
+sneeze guard
+wooden dowel
+personal safety alarm
+drink dispenser
+dog bowl
+sandwich holder
+pet food dish
+lumber yard
+paw print
+untuned bell
+throw pillow
+skis
+bath mat
+bicycle throttle
+attachable tent
+hiking vest
+zipper
+canopy cover
+cat carrier
+construction paper
+ram's horn
+storage container
+art smock
+sink strainer
+beater
+outdoor rug
+bowl
+hairpin
+upholstered chair
+cordless drill
+specialty knife
+clutch purse
+box cutter
+glass make-up container
+wristlet
+medicinal herb kit
+cooler
+mat board
+pencil
+tongs
+teapot
+water canister
+step ladder
+gift card holder
+ceiling fan
+organizer
+solar light
+airbed
+adjustable angle
+cat bed
+spin mop
+napkin dispenser
+appetizer fork
+fishing bobber
+scrapbook paper
+travel frame
+musical instrument
+colorful hat
+curtain rod
+bicycle chain
+needlepoint
+water color set
+bowl of soup
+steamer
+handmade basket
+cactus pot
+tissue dispenser
+bicycle trailer
+travel cups
+drawer organizer
+garden spade
+manicure set
+thermometer
+toast rack
+canned food
+ladder
+surfboard
+cat stand
+baseball jersey
+tissue box
+slinky
+lessons book
+bicycle bells
+cloak
+cotton candy machine
+tiny book
+wrench
+bag of chips
+travel cutlery
+bedside lamp
+caddy
+hand sanitizer holder
+thermos
+pull-up bar
+glasswork
+sewing box
+remote control holder
+glamorous sunglasses
+horse shoe
+scarf holder
+pizza sheet
+shower curtain liner
+stretchy gloves
+bongo drum
+plum
+garden stake
+veggie tray
+bamboo mat
+caffeine tablet
+ice mold
+ring binder
+appetizer tray
+blender
+letter set
+car charger
+muffin wrap
+spread sheet
+blanket
+trombone
+pepper grinder
+rice cooker
+polisher
+lumber stack
+calligraphy pens
+pencil sharpener
+trophy
+rake
+gardening tool
+playmat
+collectible card
+pet food tray
+fortress
+festival wristband
+unicycle
+body pillow
+gas canister
+art kit
+air mattress
+exercise pup
+hoop
+passport
+broomstick
+router
+one-piece swimsuit
+water glass
+eclectic stool
+broccoli spirit
+table mat
+plastic bag tie
+stacks of paper
+teaspoon
+snack stack
+functional pillow
+kitchen scale
+goldfish
+shower cap
+kicks
+bead container
+step message
+magnet board
+garden scooper
+vanity mirror
+sprayer
+snapper
+skipping rope
+smart speaker
+mechanical toy
+socks
+flippers
+exercise bands
+winery brochure
+handwoven basket
+kaleidoscope
+gel pen
+natural soap
+kitchen sponge
+tote bag
+color wheel
+bandage
+freestyle hook
+shrub
+bubble machine
+kitchen tray
+cutting mat
+elongated rim
+tool chest
+pencil case
+cookie cutter
+lever
+undo button
+refreshing drink holder
+gluten-free cookbook
+juice box
+trattoria
+neti pot
+quilted bag
+door stop
+cord organizer
+pouring jug
+kitchen skimmer
+dehumidifier
+exit sign
+butter dish
+place setting
+tea set
+uncle
+lego bricks
+caramels
+garden hose
+potting table
+bowling ball
+hair wig
+windshield washer fluid
+blanket
+comforter
+snow shovel
+visual tool
+remote switch
+puzzle game
+wrap
+bleeder
+topiary
+hairpin
+honey jar
+deck chair
+kitchen towel
+travel poster
+power bank
+back scratcher
+coloring book
+tongs
+cat bed
+rubber stamp
+shiny coin
+floorsheet
+child’s plate
+mason jar
+space heater
+country flag
+lip balm
+drainer
+potato peeler
+fruit basket
+fitness tracker
+nut butter
+tool belt
+refreshing drink
+hard hat
+portable charger
+reusable rag
+yardstick
+sponge
+magic wand
+gift wrap
+knee pads
+do-it-yourself book
+shoe cleaner
+outdoor grill
+hands-free speaker
+mini fridge
+bullet journal
+garden chair
+folding table
+hiking shoes
+reusable wrap
+bath towel
+pet carrier
+dustpan
+smoothie maker
+arrow
+thermostat
+miniature painting kit
+portable speaker
+syringe
+outdoor rug
+granola bar
+water filter
+party hat
+dehumidifier
+carabiner
+hair straightener
+garden rake
+tote bag
+pet carrier
+cardboard
+seed packet
+throw blanket
+eye patches
+kid's plate
+exercise wheel
+fishing bag
+hippie accessory
+ice cream cone
+cork board
+lawn chair
+blanket
+guitar pick
+air fryer
+candy thermometer
+swimming cap
+shoe bag
+floral water
+neck pillow
+time capsule
+beard trimmer
+craft storage unit
+detox kit
+nail file
+candy bar
+baby bouncer
+captain's hat
+rat
+road map
+underwear organizer
+saucer
+home gym set
+session notes
+leaf blower
+chrome piece
+hush puppy
+x-ray film
+kitchen tool
+medicine cabinet
+fastener
+light clip
+scrap rack
+pin cushion
+squid
+safety glasses
+hen
+shrub
+blank sheet
+scope holder
+djembe
+dummy
+road sign
+spike
+plastic container
+decorative pillow
+forget-me-not
+boot side
+pillow case
+bathroom organizer
+balmy air
+tree blind
+composition notebook
+foto
+road sign
+measuring tape
+sweaters
+landscaping book
+kalimba
+kill switch
+compound bow
+easy chair
+bathtub pill
+din tuck
+dribble
+tractor beam
+ejector pin
+pencil holder
+door hanger
+marble
+runway sign
+capsule
+front line
+space saver
+drums
+protractor
+paper cutter
+garden hose holder
+unstuffed bear
+puzzle mat
+bare necessities
+misty pink
+idle mode
+fitted sheet
+nesting basket
+skating ring
+pasta container
+fudges
+helmet
+silhouette
+space heater
+heavyweight
+custom alarm
+scratch paper
+cooking board
+pasta maker
+garden spade
+dream house
+hairpin
+smoothie maker
+teddy
+sunlight
+fish scale
+mechanical pencil
+hangar
+snack box
+to-do list
+straw supplier
+back scratcher
+appliance
+vibrating chair
+holographic projector
+butter layer
+basket case
+edible flower
+weed
+baby powder
+turner
+garden stool
+car mat
+print book
+cool box
+cake carrier
+peach
+notepad
+fan blade
+leash
+adrenaline
+drawing pad
+kitchen scale
+multi-tool
+vintage book
+romper
+heating pad
+night light
+fresh air
+honeycomb
+defibrillator
+clipping tool
+piano bench
+direction board
+pipeline opener
+compost bin
+windmill
+exercise ball
+list taker
+circle
+day planner
+hitch
+salt box
+spatula
+glove box
+setting book
+apple
+bathroom scale
+garden cart
+door ajar
+spider catcher
+gift set
+plumb bob
+key box
+miniature chair
+tumbler
+training wheels
+safety seat
+thermostatic valve
+dog umbrella
+candy dish
+marble cake
+bread pan
+replacement part
+plant food
+microwave oven
+fire bowl
+flag
+marmot
+bamboo stake
+chestnut
+lavender
+restroom sign
+garden stake
+dog waste bag holder
+space bar
+gate latch
+rock wall
+soggy pudding
+chip clip
+clothes rack
+eggnog
+blacksmithing tool
+tailgater
+helicopter
+crop
+measuring spoon
+bathing suit
+mold
+coil spring
+storage drawer
+water balloon
+newspaper clip
+schoolhouse
+ledging
+gravy boat
+countdown timer
+funnel
+plastic bowl
+paint can
+kitchen organizer
+chili pot
+mocktail
+side table
+roll
+grandfather's chair
+kitchen appliance
+muscle relaxer
+hammock
+disposable camera
+jigsaw puzzles
+chalet
+beater
+shutter
+bottle cap
+wreath
+salad spinner
+floor mat
+fiesta plate
+ceramics
+waiter
+light snow
+potholder
+garden spade
+lamp post
+chipboard
+cleat
+spark plug
+garden fork
+stackable baskets
+solar kit
+unicorn horn
+solar streetlight
+squid
+armrest
+home inspector
+nightstand
+perch
+measuring cup
+power bank
+corkboard
+goldfish bowl
+car air freshener
+watchband
+water slide
+tool chest
+gas light
+billiard ball
+screwdriver
+shampoo
+floating shelf
+summit
+paper towel holder
+woodpile
+sandpaper
+magnetic strip
+barbecue skewer
+pickling jar
+peeler
+spike ball
+vegetable peeler
+rain gauge
+smoke detector
+dashcam
+reflector
+wearable technology
+luggage conveyor
+umbra
+ugly doll
+tote bag
+umbrella holder
+short filter
+bag
+knitting needle
+toilet paper roll
+sanitation products
+gold ring
+pet leash
+baby carrier
+gift wrap tool
+bandana
+ear mug
+napkin holder
+backyard grill
+earthquake kit
+bento box
+glamour model
+tuba
+party lights
+hot air balloon
+garden spigot
+dishwasher
+yarn spool
+espresso machine
+brew kit
+template
+sponge brush
+zebra figure
+container
+pointsetta
+planting board
+paddle
+gym bag
+flower clip
+mohair
+e-book
+motor cover
+cabinet
+booster
+light dimmer
+firewood holder
+fruit basket
+ring toss
+first aid kit
+decorative shroud
+tea container
+magic cube
+oversized sweater
+light switch
+nerf gun
+playing cards
+submarine sandwich
+comfort blanket
+fire extinguisher
+cabinet of curiosities
+jacket hanger
+kitchen organizer
+face mask
+rose
+metal box
+cosmetic bag
+photo book
+concrete mix
+batter box
+windbreaker
+brightness monitor
+cable organizer
+ceramic ornament
+snack tray
+drain basin
+round block
+sand timer
+business label
+school supplies
+literature book
+drafting table
+umbrella holder
+walking stick
+garden shovel
+turtleneck sweater
+quilted throw
+collapsible cup
+curtains
+hand soap dispenser
+lawn mower bag
+holiday garland
+road sign
+napkin ring
+fresh produce basket
+wolf
+translator
+quilt square
+dog toy
+knife holder
+bike saddle
+armchair
+eco bag
+planting pot
+learning kit
+emoji magnet
+clear case
+life vest
+glorifier
+chicken
+hockey puck
+saddle blanket
+rice bowl
+lid
+nail clippers
+shutter
+cotton ball
+pelican
+petal
+side chair
+dough bowl
+bamboo basket
+gift tag
+gift cardholder
+fruit knife
+zucchini
+sun hat
+queen sheet
+steamer
+raincoat
+machine
+pasta maker
+ice cream maker
+step stool
+playground
+wool sweater
+puppy toy
+layered cake
+baking stone
+tool caddy
+coffee grinder
+face cream
+robot vacuum
+trunk
+ladder
+pepper
+fork
+inflatable toy
+positivity board
+plant stand
+rain gauge
+security fence
+shower curtain
+pillow case
+racing bike
+workshop light
+cork
+ratchet straps
+paper chain
+sandal
+glass dome
+hiking backpack
+backpacker
+pet feeder
+scented candle holder
+foot stool
+bicycle horn
+medication organizer
+chariot
+doghouse
+umbrella
\ No newline at end of file
diff --git a/main.py b/main.py
new file mode 100644
index 0000000..69ed89a
--- /dev/null
+++ b/main.py
@@ -0,0 +1,22 @@
+from src.image_gen import image_style, icon_gen, Styles
+from src.llm_description_gen import describe_noun
+from pathlib import Path
+
+
+if __name__ == "__main__":
+    with open("./data/imageable_deduplicate.txt", "r") as fp:
+        nouns = fp.read().split("\n")
+
+    for i in range(55, 100):
+        noun = nouns[i]
+        print(f"image {noun} {i}")
+        description = describe_noun(noun)
+        content = str(description.content).lower()
+        if "invalid" in content:
+            continue
+
+        description_styled = image_style(content, style=Styles.cartoon)
+        output_dir = f"./output/test1/{noun}"
+        icon_gen(description_styled, quality="hd", model="dall-e-3", output=Path(output_dir))
+        with open(Path(output_dir) / "description.txt", "w") as fp:
+            fp.write(description_styled)
diff --git a/src/image_gen.py b/src/image_gen.py
index 6d8fc46..87b951f 100644
--- a/src/image_gen.py
+++ b/src/image_gen.py
@@ -15,16 +15,16 @@ client = OpenAI()
 
 
 def image_style(base_prompt: str, style: Styles) -> str:
-    return f"create {style.name} style of {base_prompt}"
+    return f"create {style.name} style image on a white background: {base_prompt}"
 
-def icon_gen(prompt: str, quality: Literal["hd", "standard"], output: Path = "./output/"):
+def icon_gen(prompt: str, quality: Literal["hd", "standard"], model: Literal["dall-e-3", "dall-e-2"], output: Path = "./output/"):
     # Make sure output directory exists
-    output_path = Path(output) / quality
+    output_path = Path(output) / model / quality
     output_path.mkdir(parents=True, exist_ok=True)
 
     # Generate the image using the OpenAI client
     response = client.images.generate(
-        model="dall-e-3",
+        model=model,
         prompt=prompt,
         size="1024x1024",
         quality=quality,
@@ -48,5 +48,6 @@ def icon_gen(prompt: str, quality: Literal["hd", "standard"], output: Path = "./
 
 
 if __name__ == "__main__":
-    dog_emoji = image_style("dog in a hat on a beach with a drink", style=Styles.cartoon)
-    icon_gen(dog_emoji, output=Path("../output"), quality="hd")
+    base_prompt = "A playful, cartoon-style dog icon featuring a round, fluffy body in a warm golden-brown color. The dog has oversized, expressive black eyes and a happy, open mouth showing its tongue out. Two large floppy ears hang down on either side of its head, each with a slightly darker brown color on the inside. The tail is wagging and curved upwards, represented by a simple, thick shape in the same golden-brown. The background is a light blue with a subtle oval shape to make the dog stand out boldly. This design uses strong shapes and clear contrasts for easy recognition in a small format."
+    dog_emoji = image_style(base_prompt, style=Styles.cartoon)
+    icon_gen(dog_emoji, model="dall-e-3", output=Path("../output/test"), quality="hd")
diff --git a/src/llm_description_gen.py b/src/llm_description_gen.py
new file mode 100644
index 0000000..c55948a
--- /dev/null
+++ b/src/llm_description_gen.py
@@ -0,0 +1,88 @@
+from openai import OpenAI
+client = OpenAI()
+
+
+def describe_noun(noun: str) -> str:
+    completion = client.chat.completions.create(
+        model="gpt-4o-mini",
+        messages=[
+            {
+                "role": "system",
+                "content": "You will describe an art piece based on a noun provided by the user. "
+                           "The description should be suitable for creating a cartoon-like, emoji-style, or minimalist SVG design that functions effectively as an icon. "
+                           "Since the icon will be small, focus on bold, simple details that make the image visually distinctive and easy to recognize. "
+                           "Emphasize strong shapes, clear contrasts, and vibrant colors to ensure the design is memorable and stands out at a small scale. "
+                           "Your response will feed directly into a text-to-image model like DALL·E 3, so provide precise and concrete visual descriptions "
+                           "(e.g., 'a bright red apple with a single green leaf and a shiny highlight on one side'). Avoid unnecessary complexity or fine details that may be lost when scaled down. "
+                           "If the word provided is not a noun or is inappropriate, respond with 'invalid'"
+            },
+            {
+                "role": "user",
+                "content": noun
+            }
+        ]
+    )
+
+    return completion.choices[0].message
+
+
+def filter_nouns(noun_list: str) -> str:
+    completion = client.chat.completions.create(
+        model="gpt-4o-mini",
+        messages=[
+            {
+                "role": "system",
+                "content": "You will be given a list of nouns. "
+                           "Your job is to remove nouns that are can't be made into an image or are inappropriate. "
+                           "Your output must be a list of nouns delimited by newlines."
+            },
+            {
+                "role": "user",
+                "content": noun_list
+            }
+        ]
+    )
+    return completion.choices[0].message
+
+def add_nouns(noun_list: str) -> str:
+    completion = client.chat.completions.create(
+        model="gpt-4o-mini",
+        messages=[
+            {
+                "role": "system",
+                "content": "You will be given a list of nouns. "
+                           "Your job is to add as many new nouns as possible. "
+                           "The nouns must been objects that can be made into images. "
+                           "Nouns must also be appropriate for all ages so nothing graphic or violent. "
+                           "The nouns you add must be new nouns. No duplicates. "
+                           "Your output must be a list of nouns delimited by newlines with no additional context. "
+                           "Your output should only be the new nouns you can think of so your response should not contain any of the input nouns. "
+                           "If you can't think of any new nouns reply with 'DONE'. "
+            },
+            {
+                "role": "user",
+                "content": noun_list
+            }
+        ]
+    )
+    return completion.choices[0].message
+
+
+def deduplicate(nouns_list: list[str]) -> list[str]:
+    return list(set([noun.strip() for noun in nouns_list]))
+
+if __name__ == "__main__":
+    #completion = describe_noun("blank")
+    with open('../data/imageable_gptfilter.txt', 'r') as fp:
+        nouns = fp.read()
+
+    with open('../data/imageable_deduplicate.txt', 'w') as fp:
+        fp.write("\n".join(deduplicate(nouns.split("\n"))))
+
+    #completion = add_nouns(noun_list=nouns)
+
+    #output_file = '../data/imageable_gpt_addition003.txt'
+    #with open(output_file, 'w') as fp:
+    #    fp.write(completion.content)
+    #    print(f"written to {output_file}")
+