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"https://registry.npmjs.org/simple-concat/-/simple-concat-1.0.1.tgz", @@ -3073,6 +3797,15 @@ "simple-concat": "^1.0.0" } }, + "node_modules/simple-swizzle": { + "version": "0.2.2", + "resolved": "https://registry.npmjs.org/simple-swizzle/-/simple-swizzle-0.2.2.tgz", + "integrity": "sha512-JA//kQgZtbuY83m+xT+tXJkmJncGMTFT+C+g2h2R9uxkYIrE2yy9sgmcLhCnw57/WSD+Eh3J97FPEDFnbXnDUg==", + "license": "MIT", + "dependencies": { + "is-arrayish": "^0.3.1" + } + }, "node_modules/source-map-js": { "version": "1.2.1", "resolved": "https://registry.npmjs.org/source-map-js/-/source-map-js-1.2.1.tgz", @@ -3126,6 +3859,23 @@ "integrity": "sha512-Cat63mxsVJlzYvN51JmVXIgNoUokrIaT2zLclCXjRd8boZ0004U4KCs/sToJ75C6sdlByWxpYnb5Boif1VSFew==", "license": "MIT" }, + "node_modules/tar": { + "version": "7.4.3", + "resolved": "https://registry.npmjs.org/tar/-/tar-7.4.3.tgz", + "integrity": "sha512-5S7Va8hKfV7W5U6g3aYxXmlPoZVAwUMy9AOKyF2fVuZa2UD3qZjg578OrLRt8PcNN1PleVaL/5/yYATNL0ICUw==", + "license": "ISC", + "dependencies": { + "@isaacs/fs-minipass": "^4.0.0", + "chownr": "^3.0.0", + "minipass": "^7.1.2", + "minizlib": "^3.0.1", + "mkdirp": "^3.0.1", + "yallist": "^5.0.0" + }, + "engines": { + "node": ">=18" + } + }, "node_modules/tar-fs": { "version": "2.1.2", "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-2.1.2.tgz", @@ -3156,6 +3906,24 @@ "node": ">=6" } }, + "node_modules/tar/node_modules/chownr": { + "version": "3.0.0", + "resolved": "https://registry.npmjs.org/chownr/-/chownr-3.0.0.tgz", + "integrity": "sha512-+IxzY9BZOQd/XuYPRmrvEVjF/nqj5kgT4kEq7VofrDoM1MxoRjEWkrCC3EtLi59TVawxTAn+orJwFQcrqEN1+g==", + "license": "BlueOak-1.0.0", + "engines": { + "node": ">=18" + } + }, + "node_modules/tar/node_modules/yallist": { + "version": "5.0.0", + "resolved": "https://registry.npmjs.org/yallist/-/yallist-5.0.0.tgz", + "integrity": "sha512-YgvUTfwqyc7UXVMrB+SImsVYSmTS8X/tSrtdNZMImM+n7+QTriRXyXim0mBrTXNeqzVF0KWGgHPeiyViFFrNDw==", + "license": "BlueOak-1.0.0", + "engines": { + "node": ">=18" + } + }, "node_modules/tiny-invariant": { "version": "1.3.3", "resolved": "https://registry.npmjs.org/tiny-invariant/-/tiny-invariant-1.3.3.tgz", @@ -3220,6 +3988,12 @@ "node": ">=14.17" } }, + "node_modules/undici-types": { + "version": "6.21.0", + "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.21.0.tgz", + "integrity": "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==", + "license": "MIT" + }, "node_modules/update-browserslist-db": { "version": "1.1.3", "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.1.3.tgz", diff --git a/package.json b/package.json index de5a39a..3a51b2b 100644 --- a/package.json +++ b/package.json @@ -9,6 +9,7 @@ "preview": "vite preview" }, "dependencies": { + "@huggingface/transformers": "^3.4.2", "@mantine/core": "^7.17.2", "@mantine/dropzone": "^7.17.2", "@mantine/form": "^7.17.2", @@ -16,6 +17,7 @@ "@mantine/modals": "^7.17.2", "@mantine/notifications": "^7.17.2", "@mantine/nprogress": "^7.17.2", + "@mlc-ai/web-llm": "^0.2.78", "@tabler/icons-react": "^3.31.0", "react": "^19.0.0", "react-dom": "^19.0.0", diff --git a/src/FileOrganizer.tsx b/src/FileOrganizer.tsx index c228047..2e7d996 100644 --- a/src/FileOrganizer.tsx +++ b/src/FileOrganizer.tsx @@ -4,12 +4,22 @@ import { Button, Flex, Group, + Indicator, Pagination, + Select, Stack, Text, TextInput, Title, + Tooltip, } from "@mantine/core"; +import { + ChatCompletionMessageParam, + CreateMLCEngine, + InitProgressCallback, + MLCEngine, + prebuiltAppConfig, +} from "@mlc-ai/web-llm"; import { Document, Page } from "react-pdf"; import { Dropzone, FileWithPath } from "@mantine/dropzone"; import { Form, isNotEmpty, useForm } from "@mantine/form"; @@ -17,12 +27,14 @@ import { IconCheck, IconExclamationMark, IconFile, + IconRobotFace, IconUpload, IconX, } from "@tabler/icons-react"; -import { useCallback, useState } from "react"; +import { useCallback, useEffect, useRef, useState } from "react"; import { notifications } from "@mantine/notifications"; +import { useLocalStorage } from "@mantine/hooks"; declare global { function createArchive(payload: string): Promise; @@ -33,6 +45,66 @@ type FormValues = { customer: { firstName: string; lastName: string }; }; +const fileCategories = [ + "Lohnausweis", + "Öffentlicher Verkehr", + "Steuererklärung", + "Weiterbildung", + "3A Bescheinigung", + "Steuerzugangsdaten", + "Wertschriften", + "Kontoauszug", + "Zinsauweis", + "Krankenkassenprämie", + "Krankenkassenrechnung", +]; + +const systemMessage = { + role: "system", + content: ` +You are an AI assistant for a financial advisor. You will help them label files based on the file name using the following categories: ${fileCategories.join( + ", " + )} + +The user will provide the file name. Make the best assumption based on common financial document names. Respond ONLY with the label or "Unable to label file" - nothing else. +`, +} satisfies ChatCompletionMessageParam; + +const models = [ + "TinyLlama-1.1B-Chat-v0.4-q4f32_1-MLC", + "phi-1_5-q4f16_1-MLC", + "gemma-2-2b-it-q4f16_1-MLC-1k", + "gemma-2-2b-it-q4f32_1-MLC-1k", + "phi-2-q4f16_1-MLC-1k", + "Qwen2.5-3B-Instruct-q4f16_1-MLC", + "Phi-3-mini-4k-instruct-q4f16_1-MLC-1k", + "Phi-3.5-mini-instruct-q4f32_1-MLC-1k", + "Llama-3.1-8B-Instruct-q4f16_1-MLC-1k", +]; + +const modelList = [ + { + group: "Primär", + items: prebuiltAppConfig.model_list + .filter((m) => models.includes(m.model_id)) + .map((m) => ({ + ...m, + value: m.model_id, + label: m.model_id, + })), + }, + { + group: "Andere", + items: prebuiltAppConfig.model_list + .filter((m) => !models.includes(m.model_id)) + .map((m) => ({ + ...m, + value: m.model_id, + label: m.model_id, + })), + }, +]; + function FileOrganizer() { const form = useForm({ mode: "uncontrolled", @@ -50,6 +122,45 @@ function FileOrganizer() { validateInputOnBlur: true, }); + const engine = useRef(null); + const [loadingModel, setLoadingModel] = useState(null); + const [runningModel, setRunningModel] = useState(null); + + const [selectedModel, setSelectedModel] = useLocalStorage({ + key: "modelId", + defaultValue: null, + }); + + useEffect(() => { + if (selectedModel && runningModel !== selectedModel) { + (async () => { + setLoadingModel(selectedModel); + const initProgressCallback: InitProgressCallback = async ( + initProgress + ) => { + if ( + initProgress.progress === 1 && + initProgress.text.startsWith("Finish loading") + ) { + setRunningModel(selectedModel); + setLoadingModel(null); + } + }; + + engine.current = await CreateMLCEngine( + selectedModel, + { initProgressCallback: initProgressCallback } // engineConfig + ); + })(); + } + }, [ + engine, + selectedModel, + runningModel, + setRunningModel, + setLoadingModel, + ]); + const [selectedFile, setSelectedFile] = useState(null); const [numPages, setNumPages] = useState(); const [pageNumber, setPageNumber] = useState(1); @@ -166,6 +277,48 @@ function FileOrganizer() { } }; + const handleFilesDrop = async (files: FileWithPath[]) => { + files.forEach((f) => + form.insertListItem("files", { + file: f, + suffix: "", + selectedPages: [], + }) + ); + + await Promise.all( + files.map(async (file) => { + const messages: ChatCompletionMessageParam[] = [ + systemMessage, + { role: "user", content: "The file name is: " + file.name }, + ]; + + const reply = await engine.current?.chat.completions.create({ + messages, + }); + + if ( + reply && + reply.choices[0].message.content && + !reply?.choices[0].message.content?.includes( + "Unable to label file" + ) && + !reply?.choices[0].message.content?.includes("I'm sorry") + ) { + console.log(reply?.choices[0].message.content); + form.getValues().files.forEach((f, idx) => { + if (f.file.name === file.name) { + form.setFieldValue( + `files.${idx}.suffix`, + reply?.choices[0].message.content?.split("\n")[0] + ); + } + }); + } + }) + ); + }; + return (
@@ -177,6 +330,7 @@ function FileOrganizer() { withAsterisk required {...form.getInputProps("customer.firstName")} + key={form.key("customer.firstName")} /> + + + + + + + {modelList && ( +