├── books ├── readme.md └── Building Machine Learning Systems with Python - Second Edition.pdf ├── dl-curriculum.pdf ├── csv_loader.py ├── pdf_loader.py ├── directory_loader.py ├── text_loader.py ├── webbase_loader.py ├── cricket.txt └── Social_Network_Ads.csv /books/readme.md: -------------------------------------------------------------------------------- 1 | Nothing to show 2 | -------------------------------------------------------------------------------- /dl-curriculum.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rohanmistry231/langchain-document-loaders/main/dl-curriculum.pdf -------------------------------------------------------------------------------- /csv_loader.py: -------------------------------------------------------------------------------- 1 | from langchain_community.document_loaders import CSVLoader 2 | 3 | loader = CSVLoader(file_path='Social_Network_Ads.csv') 4 | 5 | docs = loader.load() 6 | 7 | print(len(docs)) 8 | print(docs[1]) -------------------------------------------------------------------------------- /books/Building Machine Learning Systems with Python - Second Edition.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rohanmistry231/langchain-document-loaders/main/books/Building Machine Learning Systems with Python - Second Edition.pdf -------------------------------------------------------------------------------- /pdf_loader.py: -------------------------------------------------------------------------------- 1 | from langchain_community.document_loaders import PyPDFLoader 2 | 3 | loader = PyPDFLoader('dl-curriculum.pdf') 4 | 5 | docs = loader.load() 6 | 7 | print(len(docs)) 8 | 9 | print(docs[0].page_content) 10 | print(docs[1].metadata) -------------------------------------------------------------------------------- /directory_loader.py: -------------------------------------------------------------------------------- 1 | from langchain_community.document_loaders import DirectoryLoader, PyPDFLoader 2 | 3 | loader = DirectoryLoader( 4 | path='books', 5 | glob='*.pdf', 6 | loader_cls=PyPDFLoader 7 | ) 8 | 9 | docs = loader.lazy_load() 10 | 11 | for document in docs: 12 | print(document.metadata) -------------------------------------------------------------------------------- /text_loader.py: -------------------------------------------------------------------------------- 1 | from langchain_community.document_loaders import TextLoader 2 | from langchain_openai import ChatOpenAI 3 | from langchain_core.output_parsers import StrOutputParser 4 | from langchain_core.prompts import PromptTemplate 5 | from dotenv import load_dotenv 6 | 7 | load_dotenv() 8 | 9 | model = ChatOpenAI() 10 | 11 | prompt = PromptTemplate( 12 | template='Write a summary for the following poem - \n {poem}', 13 | input_variables=['poem'] 14 | ) 15 | 16 | parser = StrOutputParser() 17 | 18 | loader = TextLoader('cricket.txt', encoding='utf-8') 19 | 20 | docs = loader.load() 21 | 22 | print(type(docs)) 23 | 24 | print(len(docs)) 25 | 26 | print(docs[0].page_content) 27 | 28 | print(docs[0].metadata) 29 | 30 | chain = prompt | model | parser 31 | 32 | print(chain.invoke({'poem':docs[0].page_content})) 33 | 34 | -------------------------------------------------------------------------------- /webbase_loader.py: -------------------------------------------------------------------------------- 1 | from langchain_community.document_loaders import WebBaseLoader 2 | from langchain_openai import ChatOpenAI 3 | from langchain_core.output_parsers import StrOutputParser 4 | from langchain_core.prompts import PromptTemplate 5 | from dotenv import load_dotenv 6 | 7 | load_dotenv() 8 | 9 | model = ChatOpenAI() 10 | 11 | prompt = PromptTemplate( 12 | template='Answer the following question \n {question} from the following text - \n {text}', 13 | input_variables=['question','text'] 14 | ) 15 | 16 | parser = StrOutputParser() 17 | 18 | url = 'https://www.flipkart.com/apple-macbook-air-m2-16-gb-256-gb-ssd-macos-sequoia-mc7x4hn-a/p/itmdc5308fa78421' 19 | loader = WebBaseLoader(url) 20 | 21 | docs = loader.load() 22 | 23 | 24 | chain = prompt | model | parser 25 | 26 | print(chain.invoke({'question':'What is the prodcut that we are talking about?', 'text':docs[0].page_content})) -------------------------------------------------------------------------------- /cricket.txt: -------------------------------------------------------------------------------- 1 | Beneath the sun or floodlight's gleam, 2 | 3 | Cricket lives like a waking dream. 4 | 5 | A field of green, a willowed sound, 6 | 7 | Where legends rise and tales are found. 8 | 9 | From dusty lanes where barefoot boys, 10 | 11 | Chase every run with shrieks of joy, 12 | 13 | To packed arenas roaring loud, 14 | 15 | The game unites a global crowd. 16 | 17 | A coin is tossed, the captains stare, 18 | 19 | As tension thickens in the air. 20 | 21 | Bat or bowl? A choice so bold, 22 | 23 | A story new begins, retold. 24 | 25 | The openers walk, calm yet brave, 26 | 27 | Each stride a wave upon the wave. 28 | 29 | They face the ball with narrowed eyes, 30 | 31 | As silence grips the watching skies. 32 | 33 | The bowler runs, a rhythmic beat, 34 | 35 | Like thunder galloping on feet. 36 | 37 | A leather flash, a wooden crack— 38 | 39 | The ball takes flight, then tumbles back. 40 | 41 | A flick through square, a drive through mid, 42 | 43 | A lofted shot the fielder missed. 44 | 45 | A single, double, sprint for three, 46 | 47 | The crowd erupts in ecstasy. 48 | 49 | But not for long—the trap is set, 50 | 51 | The spinner loops, the pitch is wet. 52 | 53 | A sudden turn, the bat’s deceived, 54 | 55 | And timber flies like falling leaves. 56 | 57 | A hush, then cheers, then high-fives loud, 58 | 59 | The bowler roars, his head unbowed. 60 | 61 | The batter walks with heavy tread, 62 | 63 | A tale of glory left unsaid. 64 | 65 | The umpire stands with stoic grace, 66 | 67 | A calm amidst the frantic pace. 68 | 69 | One finger raised, a moment still, 70 | 71 | A gesture sharp, a silent thrill. 72 | 73 | The scoreboard ticks like beating hearts, 74 | 75 | As partnerships rise, and fall apart. 76 | 77 | Some play with flair, with sweep and pull, 78 | 79 | Some stand like walls, immovable. 80 | 81 | The captain thinks, adjusts the field, 82 | 83 | A chessboard mind on grassy shield. 84 | 85 | Each gap, a trap; each move, a game, 86 | 87 | With every ball, a shift in flame. 88 | 89 | Mid-on, mid-off, and gully tight, 90 | 91 | Fine leg runs in from left to right. 92 | 93 | The slips await with eager hands, 94 | 95 | For nicks that destiny commands. 96 | 97 | A hundred scored, the helmet raised, 98 | 99 | A warrior bathed in roaring praise. 100 | 101 | The team applauds, the crowd goes wild, 102 | 103 | For every run, each dive, each mile. 104 | 105 | And in the stands, the flags wave high, 106 | 107 | Beneath the blue and open sky. 108 | 109 | The drums, the chants, the painted face, 110 | 111 | All speak of cricket’s grand embrace. 112 | 113 | The drinks break comes, a moment brief, 114 | 115 | To wipe off sweat, to find relief. 116 | 117 | Coaches mumble with advice, 118 | 119 | “Play the line, and check your slice.” 120 | 121 | Then battle calls, the bowler steams, 122 | 123 | A yorker crushes batting dreams. 124 | 125 | The stumps are shattered, crowd aghast— 126 | 127 | A flash of fire, fierce and fast. 128 | 129 | The tail-enders, with nerves of steel, 130 | 131 | Try holding firm with stubborn zeal. 132 | 133 | A scoop, a nudge, a lucky edge, 134 | 135 | One dances on the boundary’s edge. 136 | 137 | The innings end, a total made, 138 | 139 | The sun begins to softly fade. 140 | 141 | Now comes the turn of those who bowl, 142 | 143 | With eyes on wickets, not the goal. 144 | 145 | The new ball shines, the fielders crouch, 146 | 147 | The keeper’s ready to pounce and pouch. 148 | 149 | A thud on pad, a cry for "out!" 150 | 151 | The umpire shakes his head, no doubt. 152 | 153 | The bowler sighs, returns to mark, 154 | 155 | His eyes like embers in the dark. 156 | 157 | Another try, a perfect seam, 158 | 159 | The batsman jumps, mid-pitch between. 160 | 161 | A mix of patience, flair, and fight, 162 | 163 | Of brave defense and blazing might. 164 | 165 | A battle not of brute alone, 166 | 167 | But mind and heart and muscle-bone. 168 | 169 | Then comes the dew, the lights go on, 170 | 171 | The night arrives, but play goes on. 172 | 173 | The white ball glows like moon in flight, 174 | 175 | The shadows stretch into the night. 176 | 177 | A catch at point—what reflex sharp! 178 | 179 | A dive, a slide, the stumps go spark! 180 | 181 | The DRS, the screen, review, 182 | 183 | Technology joins cricket too. 184 | 185 | The required run rate climbs like flame, 186 | 187 | The chasing team must up its game. 188 | 189 | A six, a four, the gap now close, 190 | 191 | The fans can't breathe, the players know. 192 | 193 | Last over now, the thrill is peak, 194 | 195 | Ten runs to win, the knees grow weak. 196 | 197 | A dot ball here, a boundary there, 198 | 199 | A fielder dives through heavy air. 200 | 201 | The penultimate ball, two runs remain, 202 | 203 | The stadium’s loud like roaring train. 204 | 205 | A single taken, now it's tight, 206 | 207 | One ball, one run, a final fight. 208 | 209 | The bowler wipes his brow and dreams, 210 | 211 | The batter tugs his jersey seams. 212 | 213 | The field is drawn, the crowd is still, 214 | 215 | This last delivery seals the thrill. 216 | 217 | He runs, he bowls—a slower pace, 218 | 219 | The batter swings, a bold embrace. 220 | 221 | The ball soars high, the fielder sprints, 222 | 223 | A moment packed with a thousand hints. 224 | 225 | Hands stretch out—did he catch or drop? 226 | 227 | The hearts, they skip, the breaths, they stop. 228 | 229 | Then up it goes—the finger, clear! 230 | 231 | A win! A loss! A falling tear. 232 | 233 | The players shake their hands and smile, 234 | 235 | For sport is more than just the file. 236 | 237 | It’s moments shared, a soul, a song, 238 | 239 | Where win or loss, we all belong. 240 | 241 | And far away, where children play, 242 | 243 | On muddy ground at end of day, 244 | 245 | With plastic bat and rubber ball, 246 | 247 | The spirit lives—it beats in all. 248 | 249 | The crack of bat, the shout, the chase, 250 | 251 | The joy of runs, the fall from grace. 252 | 253 | From Gavaskar to Sachin’s prime, 254 | 255 | From Lara’s flair to Root’s fine line. 256 | 257 | From Kohli’s fire to Dhoni’s calm, 258 | 259 | From Babar’s class to Bumrah’s charm. 260 | 261 | From Muralitharan's magic spin, 262 | 263 | To Wasim’s swing and Afridi’s grin. 264 | 265 | From war to peace, from crowd to soul, 266 | 267 | Cricket binds, it makes us whole. 268 | 269 | A story long, with chapters vast, 270 | 271 | From village fields to Lords' rich past. 272 | 273 | It's more than just a sport or show, 274 | 275 | It’s what we cheer, and feel, and know. 276 | 277 | A bowler's spell, a batter's stance, 278 | 279 | Each moment gives our hearts a chance. 280 | 281 | And though formats may rise or fall— 282 | 283 | T20 quick, or Tests that sprawl— 284 | 285 | The heart remains the same inside, 286 | 287 | A game of honor, grit, and pride. 288 | 289 | For every match, a tale unfurled, 290 | 291 | Of battlefields in cricket’s world. 292 | 293 | The whites, the blues, the fiery red, 294 | 295 | The crests of dreams, where hope is fed. 296 | 297 | From Eden Gardens' mighty cheers, 298 | 299 | To MCG through all the years, 300 | 301 | From gully rules to county games, 302 | 303 | Cricket sings in varied names. 304 | 305 | A thousand chants, a billion eyes, 306 | 307 | Each moment under azure skies. 308 | 309 | It's not just sport, it’s blood and lore, 310 | 311 | Of heartbreak, thrill, and something more. 312 | 313 | A father watching with his son, 314 | 315 | A daughter dreaming of a run. 316 | 317 | A granny cheering loud and proud, 318 | 319 | A youth who stands out from the crowd. 320 | 321 | For every nation, every creed, 322 | 323 | This game ignites a common need. 324 | 325 | To cheer, to strive, to rise once more, 326 | 327 | To chase the line, defend the score. 328 | 329 | A drop of sweat, a breath held tight, 330 | 331 | A day of sun, a game of light. 332 | 333 | The team, the pride, the nation's hope, 334 | 335 | The ball, the bat, the stumps, the slope. 336 | 337 | A world where sportsmanship is king, 338 | 339 | Where pride and passion always cling. 340 | 341 | A match may end, the crowd may leave, 342 | 343 | But memories stay and never grieve. 344 | 345 | The smell of grass, the shout of "Howzat!" 346 | 347 | The slip’s sharp catch, the keeper’s chat. 348 | 349 | The final cheer, the anthem sung, 350 | 351 | The dreams of old, the dreams of young. 352 | 353 | And so we play, we watch, we cheer, 354 | 355 | For every loss, and win so dear. 356 | 357 | The spirit strong, the game alive, 358 | 359 | Where heart and soul forever thrive. 360 | 361 | For cricket is not just a sport— 362 | 363 | It’s where our fondest dreams cavort. 364 | 365 | A tale of glory, guts, and grace, 366 | 367 | A timeless game no time can chase. 368 | 369 | From past to now, from now to then, 370 | 371 | It turns us boys and girls to men. 372 | 373 | With willow, ball, and silent prayer, 374 | 375 | We write our stories in the air. 376 | 377 | And as the final ball is bowled, 378 | 379 | And tales of glory, once more, told, 380 | 381 | The love remains, forever set, 382 | 383 | For cricket's magic—never forget. 384 | 385 | So here’s to games yet still to play, 386 | 387 | To dawn-lit fields and end-of-day. 388 | 389 | To every roar, and silent beat— 390 | 391 | To cricket’s heart, so pure, so sweet. 392 | 393 | A gift, a flame, a timeless thread, 394 | 395 | That lives as long as it is said: 396 | 397 | “Let’s play a match, just you and me…” 398 | 399 | And cricket lives, eternally. -------------------------------------------------------------------------------- /Social_Network_Ads.csv: -------------------------------------------------------------------------------- 1 | User ID,Gender,Age,EstimatedSalary,Purchased 2 | 15624510,Male,19,19000,0 3 | 15810944,Male,35,20000,0 4 | 15668575,Female,26,43000,0 5 | 15603246,Female,27,57000,0 6 | 15804002,Male,19,76000,0 7 | 15728773,Male,27,58000,0 8 | 15598044,Female,27,84000,0 9 | 15694829,Female,32,150000,1 10 | 15600575,Male,25,33000,0 11 | 15727311,Female,35,65000,0 12 | 15570769,Female,26,80000,0 13 | 15606274,Female,26,52000,0 14 | 15746139,Male,20,86000,0 15 | 15704987,Male,32,18000,0 16 | 15628972,Male,18,82000,0 17 | 15697686,Male,29,80000,0 18 | 15733883,Male,47,25000,1 19 | 15617482,Male,45,26000,1 20 | 15704583,Male,46,28000,1 21 | 15621083,Female,48,29000,1 22 | 15649487,Male,45,22000,1 23 | 15736760,Female,47,49000,1 24 | 15714658,Male,48,41000,1 25 | 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15637593,Male,37,79000,1 306 | 15598070,Female,40,60000,0 307 | 15787550,Male,42,54000,0 308 | 15603942,Female,51,134000,0 309 | 15733973,Female,47,113000,1 310 | 15596761,Male,36,125000,1 311 | 15652400,Female,38,50000,0 312 | 15717893,Female,42,70000,0 313 | 15622585,Male,39,96000,1 314 | 15733964,Female,38,50000,0 315 | 15753861,Female,49,141000,1 316 | 15747097,Female,39,79000,0 317 | 15594762,Female,39,75000,1 318 | 15667417,Female,54,104000,1 319 | 15684861,Male,35,55000,0 320 | 15742204,Male,45,32000,1 321 | 15623502,Male,36,60000,0 322 | 15774872,Female,52,138000,1 323 | 15611191,Female,53,82000,1 324 | 15674331,Male,41,52000,0 325 | 15619465,Female,48,30000,1 326 | 15575247,Female,48,131000,1 327 | 15695679,Female,41,60000,0 328 | 15713463,Male,41,72000,0 329 | 15785170,Female,42,75000,0 330 | 15796351,Male,36,118000,1 331 | 15639576,Female,47,107000,1 332 | 15693264,Male,38,51000,0 333 | 15589715,Female,48,119000,1 334 | 15769902,Male,42,65000,0 335 | 15587177,Male,40,65000,0 336 | 15814553,Male,57,60000,1 337 | 15601550,Female,36,54000,0 338 | 15664907,Male,58,144000,1 339 | 15612465,Male,35,79000,0 340 | 15810800,Female,38,55000,0 341 | 15665760,Male,39,122000,1 342 | 15588080,Female,53,104000,1 343 | 15776844,Male,35,75000,0 344 | 15717560,Female,38,65000,0 345 | 15629739,Female,47,51000,1 346 | 15729908,Male,47,105000,1 347 | 15716781,Female,41,63000,0 348 | 15646936,Male,53,72000,1 349 | 15768151,Female,54,108000,1 350 | 15579212,Male,39,77000,0 351 | 15721835,Male,38,61000,0 352 | 15800515,Female,38,113000,1 353 | 15591279,Male,37,75000,0 354 | 15587419,Female,42,90000,1 355 | 15750335,Female,37,57000,0 356 | 15699619,Male,36,99000,1 357 | 15606472,Male,60,34000,1 358 | 15778368,Male,54,70000,1 359 | 15671387,Female,41,72000,0 360 | 15573926,Male,40,71000,1 361 | 15709183,Male,42,54000,0 362 | 15577514,Male,43,129000,1 363 | 15778830,Female,53,34000,1 364 | 15768072,Female,47,50000,1 365 | 15768293,Female,42,79000,0 366 | 15654456,Male,42,104000,1 367 | 15807525,Female,59,29000,1 368 | 15574372,Female,58,47000,1 369 | 15671249,Male,46,88000,1 370 | 15779744,Male,38,71000,0 371 | 15624755,Female,54,26000,1 372 | 15611430,Female,60,46000,1 373 | 15774744,Male,60,83000,1 374 | 15629885,Female,39,73000,0 375 | 15708791,Male,59,130000,1 376 | 15793890,Female,37,80000,0 377 | 15646091,Female,46,32000,1 378 | 15596984,Female,46,74000,0 379 | 15800215,Female,42,53000,0 380 | 15577806,Male,41,87000,1 381 | 15749381,Female,58,23000,1 382 | 15683758,Male,42,64000,0 383 | 15670615,Male,48,33000,1 384 | 15715622,Female,44,139000,1 385 | 15707634,Male,49,28000,1 386 | 15806901,Female,57,33000,1 387 | 15775335,Male,56,60000,1 388 | 15724150,Female,49,39000,1 389 | 15627220,Male,39,71000,0 390 | 15672330,Male,47,34000,1 391 | 15668521,Female,48,35000,1 392 | 15807837,Male,48,33000,1 393 | 15592570,Male,47,23000,1 394 | 15748589,Female,45,45000,1 395 | 15635893,Male,60,42000,1 396 | 15757632,Female,39,59000,0 397 | 15691863,Female,46,41000,1 398 | 15706071,Male,51,23000,1 399 | 15654296,Female,50,20000,1 400 | 15755018,Male,36,33000,0 401 | 15594041,Female,49,36000,1 --------------------------------------------------------------------------------