From 1ab3ba407e04a3329cdd2e3a0f389cc39bc2d1b9 Mon Sep 17 00:00:00 2001 From: Fabian Wimmer Date: Mon, 29 Apr 2024 00:00:58 +0200 Subject: [PATCH] feat: add Language and parsingInstruction to LlamaParseReader (#779) Co-authored-by: Alex Yang --- examples/data/manga.pdf | Bin 0 -> 186473 bytes examples/readers/package.json | 3 +- examples/readers/src/llamaparse_2.ts | 26 ++++++ packages/core/src/readers/LlamaParseReader.ts | 11 ++- packages/core/src/readers/type.ts | 88 ++++++++++++++++++ 5 files changed, 124 insertions(+), 4 deletions(-) create mode 100644 examples/data/manga.pdf create mode 100644 examples/readers/src/llamaparse_2.ts diff --git a/examples/data/manga.pdf b/examples/data/manga.pdf new file mode 100644 index 0000000000000000000000000000000000000000..fdc44d375adcb6e012e7cfe00427d91c50deaa97 GIT binary patch literal 186473 zcmZsiQ*@@m60T$0=ESxpwr$(CZQHhOPV&dLGqG*w%-)9==ccmJYQ z)RD)iNzFyA*p>8Yvurn>OIlMo<-L4UirtEm#`6SzL=x9i*e zbn))?n_{(>Pj-C0@Z0zAe4BpUe}5Q$OuuXrf4+QibO_h^jehjO|3%oeA6oot_r3Z2 z^?Y>G-v9mde1!SZ?;AVH_hIvK{^V=1>#`OTU;XpV z;13P@lWp(!O8E0H9RE)}VO#gh&-)VR9Nx5;xUn#2+{cke20fM{d(!sz+4EJur7)uY zRy!A}CHP289@D5PKYn~OYmy?k|IQVkAB@=*S6tU<2Op9+Wt8koo(gCVoL^ams>If;D*CtriuB?8;q_ zyqD2QW_$Ue7Q%AV2{h#Q=V>*7+noPFhIxGiVbzMy?fj^`$VC|G8e%QYt6t^Y&o{sJ zR$ruBN=wBm@x}1(>sd&bG^P05bzbkTyBsI9_y@l}fe*RxyLY5w`f1$e))T^>Ipo3L zL@)TXcAPfuAL-%o`S9}XC!$NTH&{=kP9|P%8AsvM*X#3t9oMhZluM}k^$(W1hkynr zDyE+dv5UioT1J!SRB)4|;A50hH+(wLi<5tPwPefGDyb@#ogjM1o*KkNSa$r{fjQ|U zDHu_*eBDCioz?{=scen59UE}VA@%7J;j4!_dUqd8IIDGix^ z^ox}ty%X*F+Vz@s#R6P3$LBEM)=Vp`Bz&S59;EezAq9MMyQS!?lT~H0c@7L=mpK=S zLt7<{6~EBwar6tSlq*Zttql(igazq8-qKE2CcZMAv^KoK@)eZs8#?SDH!s44O@6z^R zs?q}*ncBu1`+`^_jx5(|H8=HhC#Aeon#9O`t9y}G$HB;I^Br`EujS?z=3nJc3iuw<7q$~dVxXE z9Og~D(l#l)H`IVi{ArS0{LcAyor9-2`-rnp%3ZUJ`n80`I|Q#BmfN$UxZ-e1D>KSW zUN45G$F_87f>ew)Kdb;~ie%MO@?1brqX&R>E?5VcW3Pg`FC zA!d4V-mxNzSC`F8TiFu3#MBWF$XTMey^m1iCHYw8iTNu`-J^fNZyFT~py|L9v#nub z&awwUL2&Kay*>l4lYESLr?X2JXmkv66V?=T?Ea(?h!7g+tB~qQ8d`0VcsUD7FYPao zVJH%kWYLW%c2!-<@_be>UlO{3)=sKi-W{dc!OcwbN5v`AoT*l1 zyIkk+Em8Vv2*iO~`&-daa?10_i5m1N^oQlSO-*?=C5PL|Gc5S91Qv}Jt+2+hc)qxA zy%u}gN>G@asE%BXFZ3pgPtuV9n%j072N_bIJd=sasaJJw+_KP~oy~s7_qWkLw4)6;RY8A*R%$dUb`IMK`{wAsGPQ0}2MZBF`2)W5%xiu}DB&h-N zFFfku<7281e8Kl#!n6?;dILsdJvPgq?_Svm4AraWh;m?Qa0JW}!8fpH1Qx^<1^m#X z7OOLPQfimc(z18C&+>WOiyO8x%rVYbf!BkSH14$$4k1wM3Z4K7np1|uLyCyqBBsQQ zg&`GoeE{u^NfB;GoV?E)Tn8mT5qUt%UbsP(6K1GiHZ6vMKjr>0GE>916uz#@Wi!k= znzxRQS;LVqhi8g_I9@XkEZ%m>ZFqZFQn-R-CA~?`f#VRcombB|rZ!ey3!cH_Fs`8o z--YEiCMvw5Pcf)lXd_InHv8%AYxbx&d2H=CG@%(-l673*n@7i@8Ho=QSr`W%p&%8e zvNifw2JDP=VccNmOtBDA^D<71_ z@pH2t%;_ACX_x#Ze>u3ejF;XSz7)4)t+w%o1yh?Y#nmHN^@*Iul&Z%9Qkh2pYQjUb zYTUF~L&4dKkxdp8MyHXjB1S^Q+p9~&ga8XkRfbo9F2AQ!+oHb=eC%QfxSA>21GiUT zM-fGIt9MI6@@)BWiWn;lWUvYR67`orFL9oAA!SLO`U(_|U$ecO10`wzU{a^gP9{@Bm^o_DX9+>+ zcwt?okSpa0Fr9l!DJu7Nt)~K@LR{Bjz5?F`-~LLWsIGVgkxWH+*iio8Sm9DGO5^Kd}sd5(Bwre@Iz_wNP%pvv#K_f)c3LY zEX>G7LSM%CV2G%=|d^H-lH{K8KY?@NVWRNFj)<|W(M^K7`0SAlHwRs z=6ywSq;j~TeM?j+Gl;ivjT)9!6-0=Mf;>m)WD(vQxb4PZHIj3~kH5ZTQI+~D z*_LP8*52Qci3Mbuj>$0{2Rk|fy^XuupeT7QB@pY0p%)%pwAW>68sd6f=m4<8{qo{+n8EIf1Fp(oxe-dZ%z6$<;9QO z+RuSIX4TIvrsPgjkY~9+#2F+_pcf3`7zO(I_GO26O6cz;zz2;z5YdT{&Fw{unWnP? 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b/examples/readers/package.json @@ -10,7 +10,8 @@ "start:markdown": "node --import tsx ./src/markdown.ts", "start:pdf": "node --import tsx ./src/pdf.ts", "start:llamaparse": "node --import tsx ./src/llamaparse.ts", - "start:notion": "node --import tsx ./src/notion.ts" + "start:notion": "node --import tsx ./src/notion.ts", + "start:llamaparse2": "node --import tsx ./src/llamaparse_2.ts" }, "dependencies": { "llamaindex": "*" diff --git a/examples/readers/src/llamaparse_2.ts b/examples/readers/src/llamaparse_2.ts new file mode 100644 index 0000000000..369079e9ba --- /dev/null +++ b/examples/readers/src/llamaparse_2.ts @@ -0,0 +1,26 @@ +import fs from "fs/promises"; +import { LlamaParseReader } from "llamaindex"; + +async function main() { + // Load PDF using LlamaParse. set apiKey here or in environment variable LLAMA_CLOUD_API_KEY + const reader = new LlamaParseReader({ + resultType: "markdown", + language: "en", + parsingInstruction: + "The provided document is a manga comic book. Most pages do NOT have title. It does not contain tables. Try to reconstruct the dialogue happening in a cohesive way. Output any math equation in LATEX markdown (between $$)", + }); + const documents = await reader.loadData("../data/manga.pdf"); // The manga.pdf in the data folder is just a copy of the TOS, due to copyright laws. You have to place your own. I used "The Manga Guide to Calculus" by Hiroyuki Kojima + + // Assuming documents contain an array of pages or sections + const parsedManga = documents.map((page) => page.text).join("\n---\n"); + + // Output the parsed manga to .md file. Will be placed in ../example/readers/ + try { + await fs.writeFile("./parsedManga.md", parsedManga); + console.log("Output successfully written to parsedManga.md"); + } catch (err) { + console.error("Error writing to file:", err); + } +} + +main().catch(console.error); diff --git a/packages/core/src/readers/LlamaParseReader.ts b/packages/core/src/readers/LlamaParseReader.ts index daf5eb1abb..8176117432 100644 --- a/packages/core/src/readers/LlamaParseReader.ts +++ b/packages/core/src/readers/LlamaParseReader.ts @@ -1,9 +1,7 @@ import { defaultFS, getEnv, type GenericFileSystem } from "@llamaindex/env"; import { filetypemime } from "magic-bytes.js"; import { Document } from "../Node.js"; -import type { FileReader } from "./type.js"; - -type ResultType = "text" | "markdown" | "json"; +import type { FileReader, Language, ResultType } from "./type.js"; /** * Represents a reader for parsing files using the LlamaParse API. @@ -20,7 +18,12 @@ export class LlamaParseReader implements FileReader { checkInterval = 1; // Whether to print the progress of the parsing. verbose = true; + // The result type for the parser. resultType: ResultType = "text"; + // The language of the text to parse. + language: Language = "en"; + // The parsing instruction for the parser. + parsingInstruction: string = ""; constructor(params: Partial = {}) { Object.assign(this, params); @@ -48,6 +51,8 @@ export class LlamaParseReader implements FileReader { const mimeType = await this.getMimeType(data); const body = new FormData(); body.set("file", new Blob([data], { type: mimeType }), file); + body.append("language", this.language); + body.append("parsingInstruction", this.parsingInstruction); const headers = { Authorization: `Bearer ${this.apiKey}`, diff --git a/packages/core/src/readers/type.ts b/packages/core/src/readers/type.ts index a260824d31..5912896212 100644 --- a/packages/core/src/readers/type.ts +++ b/packages/core/src/readers/type.ts @@ -14,3 +14,91 @@ export interface BaseReader { export interface FileReader extends BaseReader { loadData(filePath: string, fs?: CompleteFileSystem): Promise; } + +// For LlamaParseReader.ts + +export type ResultType = "text" | "markdown" | "json"; +export type Language = + | "abq" + | "ady" + | "af" + | "ang" + | "ar" + | "as" + | "ava" + | "az" + | "be" + | "bg" + | "bh" + | "bho" + | "bn" + | "bs" + | "ch_sim" + | "ch_tra" + | "che" + | "cs" + | "cy" + | "da" + | "dar" + | "de" + | "en" + | "es" + | "et" + | "fa" + | "fr" + | "ga" + | "gom" + | "hi" + | "hr" + | "hu" + | "id" + | "inh" + | "is" + | "it" + | "ja" + | "kbd" + | "kn" + | "ko" + | "ku" + | "la" + | "lbe" + | "lez" + | "lt" + | "lv" + | "mah" + | "mai" + | "mi" + | "mn" + | "mr" + | "ms" + | "mt" + | "ne" + | "new" + | "nl" + | "no" + | "oc" + | "pi" + | "pl" + | "pt" + | "ro" + | "ru" + | "rs_cyrillic" + | "rs_latin" + | "sck" + | "sk" + | "sl" + | "sq" + | "sv" + | "sw" + | "ta" + | "tab" + | "te" + | "th" + | "tjk" + | "tl" + | "tr" + | "ug" + | "uk" + | "ur" + | "uz" + | "vi";