From 137efb8828e0958bc93becdf0ff85df88fdd5b28 Mon Sep 17 00:00:00 2001 From: Taekmin Kim Date: Sun, 1 Dec 2024 20:20:23 -0800 Subject: [PATCH 1/4] Add chrome extension example built with plasmo --- chrome-extension-plasmo/.env | 1 + chrome-extension-plasmo/.env.example | 1 + chrome-extension-plasmo/.gitignore | 35 + chrome-extension-plasmo/.prettierrc.mjs | 26 + chrome-extension-plasmo/LICENSE | 201 + chrome-extension-plasmo/README.md | 122 + chrome-extension-plasmo/assets/icon.png | Bin 0 -> 87478 bytes chrome-extension-plasmo/components.json | 21 + .../components/ChangeModelForm.tsx | 76 + chrome-extension-plasmo/components/Chat.tsx | 226 + .../components/ChatCopyButton.tsx | 27 + .../components/ChatExamples.tsx | 52 + .../components/ChatHeader.tsx | 210 + .../components/ChatMessages.tsx | 97 + .../components/ChatProgress.tsx | 30 + .../components/GenerationConfigForm.tsx | 139 + .../components/ModelRegistryForm.tsx | 88 + .../components/ui/accordion.tsx | 55 + .../components/ui/alert.tsx | 59 + .../components/ui/badge.tsx | 36 + .../components/ui/breadcrumb.tsx | 115 + .../components/ui/button.tsx | 57 + .../components/ui/context-menu.tsx | 198 + .../components/ui/dialog.tsx | 122 + .../components/ui/dropdown-menu.tsx | 199 + .../components/ui/input.tsx | 22 + .../components/ui/label.tsx | 24 + .../components/ui/scroll-area.tsx | 46 + .../components/ui/separator.tsx | 29 + .../components/ui/sheet.tsx | 140 + .../components/ui/sidebar.tsx | 761 ++ .../components/ui/skeleton.tsx | 15 + .../components/ui/switch.tsx | 27 + .../components/ui/table.tsx | 120 + .../components/ui/tooltip.tsx | 32 + .../docs/example-summarize.jpg | Bin 0 -> 226658 bytes .../docs/example-write-code.jpg | Bin 0 -> 202639 bytes .../docs/inspect-views.jpg | Bin 0 -> 158647 bytes .../docs/local-storage.jpg | Bin 0 -> 329880 bytes chrome-extension-plasmo/docs/task-manager.jpg | Bin 0 -> 55575 bytes chrome-extension-plasmo/hooks/use-mobile.tsx | 19 + chrome-extension-plasmo/lib/formatter.ts | 9 + chrome-extension-plasmo/lib/utils.ts | 6 + chrome-extension-plasmo/llm/default-config.ts | 22 + chrome-extension-plasmo/llm/model-list.ts | 69 + chrome-extension-plasmo/llm/pipeline.ts | 78 + .../llm/stopping-criteria.ts | 39 + chrome-extension-plasmo/package.json | 71 + chrome-extension-plasmo/pnpm-lock.yaml | 8161 +++++++++++++++++ chrome-extension-plasmo/postbuild/sed.js | 38 + chrome-extension-plasmo/postcss.config.js | 9 + chrome-extension-plasmo/src/background.ts | 154 + chrome-extension-plasmo/src/index.css | 204 + chrome-extension-plasmo/src/popup.tsx | 17 + chrome-extension-plasmo/src/sidepanel.tsx | 9 + chrome-extension-plasmo/src/types.ts | 26 + chrome-extension-plasmo/tailwind.config.js | 83 + chrome-extension-plasmo/tsconfig.json | 22 + 58 files changed, 12445 insertions(+) create mode 100644 chrome-extension-plasmo/.env create mode 100644 chrome-extension-plasmo/.env.example create mode 100644 chrome-extension-plasmo/.gitignore create mode 100644 chrome-extension-plasmo/.prettierrc.mjs create mode 100644 chrome-extension-plasmo/LICENSE create mode 100644 chrome-extension-plasmo/README.md create mode 100644 chrome-extension-plasmo/assets/icon.png create mode 100644 chrome-extension-plasmo/components.json create mode 100644 chrome-extension-plasmo/components/ChangeModelForm.tsx create mode 100644 chrome-extension-plasmo/components/Chat.tsx create mode 100644 chrome-extension-plasmo/components/ChatCopyButton.tsx create mode 100644 chrome-extension-plasmo/components/ChatExamples.tsx create mode 100644 chrome-extension-plasmo/components/ChatHeader.tsx create mode 100644 chrome-extension-plasmo/components/ChatMessages.tsx create mode 100644 chrome-extension-plasmo/components/ChatProgress.tsx create mode 100644 chrome-extension-plasmo/components/GenerationConfigForm.tsx create mode 100644 chrome-extension-plasmo/components/ModelRegistryForm.tsx create mode 100644 chrome-extension-plasmo/components/ui/accordion.tsx create mode 100644 chrome-extension-plasmo/components/ui/alert.tsx create mode 100644 chrome-extension-plasmo/components/ui/badge.tsx create mode 100644 chrome-extension-plasmo/components/ui/breadcrumb.tsx create mode 100644 chrome-extension-plasmo/components/ui/button.tsx create mode 100644 chrome-extension-plasmo/components/ui/context-menu.tsx create mode 100644 chrome-extension-plasmo/components/ui/dialog.tsx create mode 100644 chrome-extension-plasmo/components/ui/dropdown-menu.tsx create mode 100644 chrome-extension-plasmo/components/ui/input.tsx create mode 100644 chrome-extension-plasmo/components/ui/label.tsx create mode 100644 chrome-extension-plasmo/components/ui/scroll-area.tsx create mode 100644 chrome-extension-plasmo/components/ui/separator.tsx create mode 100644 chrome-extension-plasmo/components/ui/sheet.tsx create mode 100644 chrome-extension-plasmo/components/ui/sidebar.tsx create mode 100644 chrome-extension-plasmo/components/ui/skeleton.tsx create mode 100644 chrome-extension-plasmo/components/ui/switch.tsx create mode 100644 chrome-extension-plasmo/components/ui/table.tsx create mode 100644 chrome-extension-plasmo/components/ui/tooltip.tsx create mode 100644 chrome-extension-plasmo/docs/example-summarize.jpg create mode 100644 chrome-extension-plasmo/docs/example-write-code.jpg create mode 100644 chrome-extension-plasmo/docs/inspect-views.jpg create mode 100644 chrome-extension-plasmo/docs/local-storage.jpg create mode 100644 chrome-extension-plasmo/docs/task-manager.jpg create mode 100644 chrome-extension-plasmo/hooks/use-mobile.tsx create mode 100644 chrome-extension-plasmo/lib/formatter.ts create mode 100644 chrome-extension-plasmo/lib/utils.ts create mode 100644 chrome-extension-plasmo/llm/default-config.ts create mode 100644 chrome-extension-plasmo/llm/model-list.ts create mode 100644 chrome-extension-plasmo/llm/pipeline.ts create mode 100644 chrome-extension-plasmo/llm/stopping-criteria.ts create mode 100644 chrome-extension-plasmo/package.json create mode 100644 chrome-extension-plasmo/pnpm-lock.yaml create mode 100644 chrome-extension-plasmo/postbuild/sed.js create mode 100644 chrome-extension-plasmo/postcss.config.js create mode 100644 chrome-extension-plasmo/src/background.ts create mode 100644 chrome-extension-plasmo/src/index.css create mode 100644 chrome-extension-plasmo/src/popup.tsx create mode 100644 chrome-extension-plasmo/src/sidepanel.tsx create mode 100644 chrome-extension-plasmo/src/types.ts create mode 100644 chrome-extension-plasmo/tailwind.config.js create mode 100644 chrome-extension-plasmo/tsconfig.json diff --git a/chrome-extension-plasmo/.env b/chrome-extension-plasmo/.env new file mode 100644 index 00000000..6c176842 --- /dev/null +++ b/chrome-extension-plasmo/.env @@ -0,0 +1 @@ +POST_BUILD_SCRIPT=postbuild/sed.js \ No newline at end of file diff --git a/chrome-extension-plasmo/.env.example b/chrome-extension-plasmo/.env.example new file mode 100644 index 00000000..6c176842 --- /dev/null +++ b/chrome-extension-plasmo/.env.example @@ -0,0 +1 @@ +POST_BUILD_SCRIPT=postbuild/sed.js \ No newline at end of file diff --git a/chrome-extension-plasmo/.gitignore b/chrome-extension-plasmo/.gitignore new file mode 100644 index 00000000..590de907 --- /dev/null +++ b/chrome-extension-plasmo/.gitignore @@ -0,0 +1,35 @@ + +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.js + +# testing +/coverage + +# misc +.DS_Store +*.pem + +# debug +npm-debug.log* +yarn-debug.log* +yarn-error.log* +.pnpm-debug.log* + +# local env files +.env*.local + +out/ +build/ +dist/ + +# plasmo +.plasmo + +# typescript +.tsbuildinfo + +.vscode \ No newline at end of file diff --git a/chrome-extension-plasmo/.prettierrc.mjs b/chrome-extension-plasmo/.prettierrc.mjs new file mode 100644 index 00000000..77f84c21 --- /dev/null +++ b/chrome-extension-plasmo/.prettierrc.mjs @@ -0,0 +1,26 @@ +/** + * @type {import('prettier').Options} + */ +export default { + printWidth: 80, + tabWidth: 2, + useTabs: false, + semi: false, + singleQuote: false, + trailingComma: "none", + bracketSpacing: true, + bracketSameLine: true, + plugins: ["@ianvs/prettier-plugin-sort-imports"], + importOrder: [ + "", // Node.js built-in modules + "", // Imports not matched by other special words or groups. + "", // Empty line + "^@plasmo/(.*)$", + "", + "^@plasmohq/(.*)$", + "", + "^~(.*)$", + "", + "^[./]" + ] +} diff --git a/chrome-extension-plasmo/LICENSE b/chrome-extension-plasmo/LICENSE new file mode 100644 index 00000000..f49a4e16 --- /dev/null +++ b/chrome-extension-plasmo/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. \ No newline at end of file diff --git a/chrome-extension-plasmo/README.md b/chrome-extension-plasmo/README.md new file mode 100644 index 00000000..3f850f83 --- /dev/null +++ b/chrome-extension-plasmo/README.md @@ -0,0 +1,122 @@ +# Transformers.js Chrome Extension + +This is an example Chrome extension for [Transformers.js](https://github.com/huggingface/transformers.js), a library for running LLMs in the browser, built on top of [Plasmo](https://plasmo.com/). + +Please note that this project is still under development. The chrome extension process could be stopped by the browser anytime. Please refer to the [tantara/transformers.js-chrome](https://github.com/tantara/transformers.js-chrome) repo for the latest updates. + +## Examples + +Here is the link to the [demo video](https://www.youtube.com/watch?v=yXZQ8FHtSes). Each example will be updated below. + +| Task | Example | +| ------------------- | ----------------------------------------------------------- | +| Text Summarization | ![Example Text Summarization](./docs/example-summarize.jpg) | +| Code Generation | ![Example Code Generation](./docs/example-write-code.jpg) | +| Multi Modal LLM | WIP | +| Text Classification | WIP | +| Speech to Text | WIP | +| Image Segmentation | WIP | +| Remove Background | WIP | +| Image Generation | WIP | + +## Features + +- [x] Integrate Transformers.js with Chrome extension +- [x] Use modern web development tooling (TypeScript, Parcel, Tailwind CSS, Shadcn, etc.) +- [x] Change generation parameters (e.g. max_tokens, temperature, top_p etc.) +- [x] Load LLaMA variants +- [x] Load other LLM models +- [ ] Release extension to Chrome Web Store +- [ ] Load multi modal LLM models +- [ ] Load Whisper (Speech-to-Text), SAM (Segment Anything Model), etc. +- [ ] Chat history (save to local storage, export to CSV) +- [ ] Call 3rd party LLM APIs +- [ ] Error handling +- [ ] Resource management (e.g. orchestrate and stop generations, unload models) + +## Performance + +All the numbers below are measured on a MacBook Pro M1 Max with 32GB RAM. + +Prompt: "Write python code to compute the nth fibonacci number." + +| Model | Throughput | +| ----------------------------------------------------------------------------------------------- | --------------- | +| [Llama-3.2-1B](https://huggingface.co/onnx-community/Llama-3.2-1B-Instruct-q4f16) (q4f16) | 40.3 tokens/sec | +| [Phi-3.5-mini](https://huggingface.co/onnx-community/Phi-3.5-mini-instruct-onnx-web) (q4f16) | 32.9 tokens/sec | +| [SmolLM2-1.7B](https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct) (q4f16) | 46.2 tokens/sec | +| [Qwen2.5-Coder-1.5B](https://huggingface.co/onnx-community/Qwen2.5-Coder-1.5B-Instruct) (q4f16) | 36.1 tokens/sec | + + +## Installation + +### Chrome Web Store + +Work in progress. + +### From source + +You should install `node` and `pnpm` to build the project. + +First, install the dependencies: + +```bash +pnpm install +``` + +Then, start the development server: + +```bash +pnpm dev +``` + +Open your Chrome browser (i.e. `chrome://extensions`) and load the appropriate development build. For example, if you are developing for the chrome browser, using manifest v3, use: `build/chrome-mv3-dev`. + +For further guidance, [visit Plasmo's Documentation](https://docs.plasmo.com/) or create an issue. + +## Deployment + +### Making production build + +Run the following: + +```bash +pnpm build +``` + +This should create a production bundle for your extension, ready to be zipped and published to the stores. + +### Submit to the webstores + +The easiest way to deploy your Plasmo extension is to use the built-in [bpp](https://bpp.browser.market) GitHub action. Prior to using this action however, make sure to build your extension and upload the first version to the store to establish the basic credentials. Then, simply follow [this setup instruction](https://docs.plasmo.com/framework/workflows/submit) and you should be on your way for automated submission! + +## Debugging + +### Debug service worker + +Open `chrome://extensions` and find the "Inspect views" section for the extension. + +![Inspect views](./docs/inspect-views.jpg) + +### Memory usage for inference + +Open Chrome > More Tools > Task Manager. + +![Task manager](./docs/task-manager.jpg) + +### Local storage for cached checkpoints + +Run Chrome extension, open `inspect`, go to `Application` tab, find `Local Storage` section, and find the `transformers-cache` entry. + +![Local storage](./docs/local-storage.jpg) + +## References + +- [Transformers.js Example](https://github.com/huggingface/transformers.js-examples) +- [Transformers.js V2 Chrome Extension](https://github.com/huggingface/transformers.js/tree/main/examples/extension) +- [Plasmo Documentation](https://docs.plasmo.com/) +- [WebLLM](https://webllm.mlc.ai/) and its [Chrome Extension](https://github.com/mlc-ai/web-llm/tree/main/examples/chrome-extension-webgpu-service-worker) +- [gpu.cpp](https://github.com/AnswerDotAI/gpu.cpp) +- https://github.com/huggingface/transformers.js/issues/986 +- https://github.com/microsoft/onnxruntime/issues/20876 +- https://github.com/ggaabe/extension diff --git a/chrome-extension-plasmo/assets/icon.png b/chrome-extension-plasmo/assets/icon.png new file mode 100644 index 0000000000000000000000000000000000000000..2e4f723d4b52fe94040900c61d0e4ccd0b4221f0 GIT binary patch literal 87478 zcmeFY^;aBgur=Ha4#6FQYjAgWwh9IOo_ebGu3c3frm8H1f<%Y}004@dtfV>sfZh&400P|G-?hgK1OVO%T1iN# z%1KC&Iev98x3V<@0FSf;O?a)3gSZ*GvC*QI*$Rklh!kAlcyyfu;x1`fP#~s>xN3Eh z6zn`Ry^(~b6t)1FThCa|LKO=xcD!q~k>*++xZ-i>PPx75Zd}CT#d&X~$qbm_9mEK` zQd0tu0)w^!tH>Y+wJ!X{L}V9*Xo6sl5C#mk?X4W3w(IZu>8jEJ@@Yz(;&JBl>ujxu zHzFQDg}SAf5vU7XiUAk&6|#B=fLfofGBfrdtF5TaJFGyD>~|InjtTE9=r0VKRMbJp zTe!fd8Q%9!+`y40nF`C6xdh6MaHxKupg%f*!r$`(3ybv)-9pqB-bWIB_?jSDFoy#AP%wT4 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zarX~&s7n90&C0sMT$XWDRO;bo12p2_q_UaMg7ttsl(b>8{*1#^WZcfXinvU&+U|J} zwo=4!tDLxaEsu0|d@7osuQNElU$BK;UJ+OM?-JV6om73|c@93QeAk@-6{aK)ou7Z~DJP|jp$a+cj5)v@huubkZmJ!4>&4^V zQdpQ++;7wHXDl_e6W%dhJ+%e=ttD(>q!r?oIcJw{*i*-*;ITKR4)F#yJba2Vg*jju zpyzyaz(}(OP(1i-BB-}^_vI6U25!!+YTOb-@R{`k*XSiY_F)_JQg}N`BJ*L)@CO}Q zTS@^%wPH?wxif)AUPu7rpZlrnjSiKMQ%%vbK_YDjfj4kTbf zQDp6LE4vw12?gAVLwHAmG|l*|eLWMy(Ti^fc%gvFA-QD}Av2evok}*?$kt2f#2&u> zAw<|XvWuD5Sl%FQ%RDs{;QegQgcB<;5Lw^j_~tmS_l)_H;ukl_Xx_qjbZ~g9`$Apu zM(1XH=Xo8Hm7nx;6UXgbPryZEa$NG>7Reutk*1jAXByJyf1WeZLC47g0mm)QL77uD zaWEKgf2W@cXUPihJCcGmds?0|twt6~OlW^Zh{A9RSS#s{2ObV(Yj$M?EX=*4oR~%c zFwy%AoB~rH9OF*8;3R4Jt-i>2hhQk_(bjwfb1f?+`EaDow#qzOO!h~U!PV>Ms0M9u zcd!Z@mxV^a(3><1SH%0d9QNyhpx#C?nH2hO97p9FKSsQ41QyHJN3HM$^JC<&hU!6mffrv=Mmw% z8_1t$R{?;$K9H_?1~Qu*&t>#7MDDvx4hAd!7AFhXp8=^ZGogNh4rAfmJiHw)a1i?g wiBU2DAfpBVs!jl4e-Z=$Y5$-2AL4_jGv@151JO7;3P^_Y75B@HmjcrN3+NROa{vGU literal 0 HcmV?d00001 diff --git a/chrome-extension-plasmo/components.json b/chrome-extension-plasmo/components.json new file mode 100644 index 00000000..61fcdd93 --- /dev/null +++ b/chrome-extension-plasmo/components.json @@ -0,0 +1,21 @@ +{ + "$schema": "https://ui.shadcn.com/schema.json", + "style": "new-york", + "rsc": false, + "tsx": true, + "tailwind": { + "config": "tailwind.config.js", + "css": "src/index.css", + "baseColor": "zinc", + "cssVariables": true, + "prefix": "" + }, + "aliases": { + "components": "~/components", + "utils": "~/lib/utils", + "ui": "~/components/ui", + "lib": "~/lib", + "hooks": "~/hooks" + }, + "iconLibrary": "lucide" +} diff --git a/chrome-extension-plasmo/components/ChangeModelForm.tsx b/chrome-extension-plasmo/components/ChangeModelForm.tsx new file mode 100644 index 00000000..4a0c7795 --- /dev/null +++ b/chrome-extension-plasmo/components/ChangeModelForm.tsx @@ -0,0 +1,76 @@ +import { useStorage } from "@plasmohq/storage/hook" + +import { DEFAULT_MODEL_CONFIG } from "~/llm/default-config" +import { modelList } from "~/llm/model-list" +import type { ModelConfig } from "~/src/types" + +import { + Accordion, + AccordionContent, + AccordionItem, + AccordionTrigger +} from "./ui/accordion" +import { Alert, AlertDescription } from "./ui/alert" +import { Button } from "./ui/button" + +function ChangeModelForm() { + const [config, setConfig] = useStorage( + "model_config", + DEFAULT_MODEL_CONFIG + ) + const availableModels = modelList + + const handleChange = async (model: ModelConfig) => { + await setConfig(model) + alert("Model changed. Please refresh the page to apply the changes.") + chrome.runtime.reload() + } + + return ( +
+ + {availableModels.map((model) => ( + + {model.model_id} + + {config.model_id == model.model_id && ( + + + You're using this model {model.model_id}. + + + )} +
+ {JSON.stringify(model, null, 2)} +
+
+ + +
+ + + ))} + +
+ ) +} + +export default ChangeModelForm diff --git a/chrome-extension-plasmo/components/Chat.tsx b/chrome-extension-plasmo/components/Chat.tsx new file mode 100644 index 00000000..000a17eb --- /dev/null +++ b/chrome-extension-plasmo/components/Chat.tsx @@ -0,0 +1,226 @@ +import { ArrowUp } from "lucide-react" +import { useCallback, useEffect, useRef, useState } from "react" + +import { useStorage } from "@plasmohq/storage/hook" + +import ChatExamples from "~/components/ChatExamples" +import ChatHeader from "~/components/ChatHeader" +import ChatMessages from "~/components/ChatMessages" +import ChatProgress from "~/components/ChatProgress" +import { Button } from "~/components/ui/button" +import { Input } from "~/components/ui/input" +import { DEFAULT_MODEL_CONFIG } from "~/llm/default-config" +import type { Message, ModelConfig, ProgressItem } from "~/src/types" + +function Chat() { + const [inputText, setInputText] = useState("") + const [messages, setMessages] = useState([]) + const messagesEndRef = useRef(null) + const [progressItems, setProgressItems] = useState([]) + + const [modelConfig, setModelConfig] = useStorage( + "model_config", + DEFAULT_MODEL_CONFIG + ) + + const [isLoading, setIsLoading] = useState(false) + + useEffect(() => { + chrome.runtime.onMessage.addListener((message, sender, sendResponse) => { + if (message.status === "initiate") { + console.log("Model initiate:", message) + setProgressItems((prev) => [...prev, message.data]) + + setMessages((prev) => + prev.map((m) => { + if (m.content === "Thinking...") { + return { ...m, content: "Loading model..." } + } + return m + }) + ) + } else if (message.status === "progress") { + // Handle model progress + setProgressItems((prev) => + prev.map((item) => { + if (item.file === message.data.file) { + return { ...item, ...message.data } + } + return item + }) + ) + } else if (message.status === "done") { + // Handle model done + console.log("Model done:", message) + setProgressItems((prev) => { + const newItems = prev.filter( + (item) => item.file !== message.data.file + ) + if (newItems.length === 0) { + setMessages((prev) => + prev.map((m) => { + if (["Thinking...", "Loading model..."].includes(m.content)) { + return { ...m, content: "Thinking..." } + } + return m + }) + ) + } + return newItems + }) + } else if (message.status === "assistant") { + console.log("Assistant:", message) + setMessages((prev) => + prev.map((m) => { + if (["Thinking...", "Loading model..."].includes(m.content)) { + return { ...m, content: message.data.text } + } + return m + }) + ) + } else if (message.status === "update") { + setMessages((prev) => { + const response = message.data + const metadata = `${response.numTokens} tokens in ${response.latency.toFixed(0)} ms (${response.tps.toFixed(1)} tokens/sec)` + const last = prev[prev.length - 1] + const content = ["Thinking...", "Loading model..."].includes( + last.content + ) + ? response.output + : last.content + response.output + return [ + ...prev.slice(0, -1), + { + ...last, + content: content, + role: "assistant", + metadata + } + ] + }) + } + }) + }, []) + + useEffect(() => { + messagesEndRef.current?.scrollIntoView({ behavior: "smooth" }) + }, [messages]) + + const handleInputChange = useCallback( + (event: React.ChangeEvent) => { + setInputText(event.target.value) + }, + [] + ) + + const handleSubmitOnText = (text: string) => { + setIsLoading(true) + + const promptMessages = messages + .map((m) => ({ + role: m.role, + content: m.content + })) + .concat([ + { + role: "user", + content: text + } + ]) + const message = { + action: "generate", + messages: promptMessages + } + + const pendingMessages = promptMessages.concat([ + { role: "assistant", content: "Thinking..." } + ]) + setMessages(pendingMessages) + setInputText("") + + chrome.runtime.sendMessage(message, (response) => { + setIsLoading(false) + }) + } + + const handleSubmit = useCallback(() => { + if (!inputText.trim()) return + if (isLoading) return + + handleSubmitOnText(inputText) + }, [inputText]) + + const handleKeyPress = useCallback( + (event: React.KeyboardEvent) => { + if (event.key === "Enter") { + handleSubmit() + } + }, + [handleSubmit] + ) + + return ( +
+ {/* Fixed Header */} + { + setMessages([]) + setInputText("") + }} + hasChat={messages.length > 0} + /> + + {/* Fixed Progress Bar */} + {progressItems.length > 0 && ( + + )} + + {/* Scrollable Messages Container */} + {messages.length > 0 ? ( + + ) : ( + { + setInputText(example) + handleSubmitOnText(example) + }} + /> + )} + + {/* Fixed Footer */} +
+ + +
+
+ ) +} + +export default Chat diff --git a/chrome-extension-plasmo/components/ChatCopyButton.tsx b/chrome-extension-plasmo/components/ChatCopyButton.tsx new file mode 100644 index 00000000..34d721cd --- /dev/null +++ b/chrome-extension-plasmo/components/ChatCopyButton.tsx @@ -0,0 +1,27 @@ +import { Check, Copy } from "lucide-react" +import { useState } from "react" + +function ChatCopyButton({ text }: { text: string }) { + const [copied, setCopied] = useState(false) + + const handleCopy = async (text: string) => { + setCopied(true) + await navigator.clipboard.writeText(text) + setTimeout(() => setCopied(false), 1000) + } + + return ( + + ) +} + +export default ChatCopyButton diff --git a/chrome-extension-plasmo/components/ChatExamples.tsx b/chrome-extension-plasmo/components/ChatExamples.tsx new file mode 100644 index 00000000..27492200 --- /dev/null +++ b/chrome-extension-plasmo/components/ChatExamples.tsx @@ -0,0 +1,52 @@ +import { Terminal } from "lucide-react" +import { useState } from "react" + +import { Alert, AlertDescription, AlertTitle } from "~/components/ui/alert" + +function ChatExamples({ + onExampleClick +}: { + onExampleClick: (example: string) => void +}) { + const [examples, setExamples] = useState([ + "Give me some tips to improve my time management skills.", + "What is the difference between AI and ML?", + "Write python code to compute the nth fibonacci number." + ]) + + const handleExampleClick = (example: string) => { + onExampleClick(example) + } + + return ( +
+ + + Hello Local World! + + You can chat with large language models locally. No internet + connection needed. + + + {examples.map((example, index) => ( +
handleExampleClick(example)} + className="text-sm bg-blue-100 rounded-md p-2 cursor-pointer hover:bg-blue-200"> + {example} +
+ ))} +
+ ) +} + +export default ChatExamples diff --git a/chrome-extension-plasmo/components/ChatHeader.tsx b/chrome-extension-plasmo/components/ChatHeader.tsx new file mode 100644 index 00000000..5bf88ccd --- /dev/null +++ b/chrome-extension-plasmo/components/ChatHeader.tsx @@ -0,0 +1,210 @@ +import { + ArrowLeftRight, + Bot, + EllipsisVertical, + Eraser, + Github, + History, + Logs, + Milestone, + Pencil, + Power, + Settings2 +} from "lucide-react" +import React, { useEffect, useState } from "react" + +import { Button } from "~/components/ui/button" +import { + DropdownMenu, + DropdownMenuContent, + DropdownMenuItem, + DropdownMenuLabel, + DropdownMenuSeparator, + DropdownMenuTrigger +} from "~/components/ui/dropdown-menu" +import { + Tooltip, + TooltipContent, + TooltipProvider, + TooltipTrigger +} from "~/components/ui/tooltip" + +import ChangeModelForm from "./ChangeModelForm" +import GenerationConfigForm from "./GenerationConfigForm" +import ModelRegistryForm from "./ModelRegistryForm" +import { + Dialog, + DialogContent, + DialogDescription, + DialogHeader, + DialogTitle, + DialogTrigger +} from "./ui/dialog" + +function ChatHeader({ + modelName, + onNewChat, + hasChat +}: { + modelName: string + onNewChat: () => void + hasChat: boolean +}) { + const [version, setVersion] = useState("0.0.0") + const [dialogMode, setDialogMode] = useState< + "generation_settings" | "change_model" | "model_registry" + >("generation_settings") + + useEffect(() => { + if (chrome?.runtime?.getManifest) { + const manifest = chrome.runtime.getManifest() + setVersion(manifest.version) + } + }, []) + + return ( +
+

+ Chat with{" "} + + {modelName.split("/")[1]} + +

+
+ + + + + + New Chat + + + + + + + + + Generation + + + { + event.preventDefault() + setDialogMode("generation_settings") + }}> + + Change Settings + + + Model + + { + chrome.runtime.reload() + }}> + + Restart Model + + + { + event.preventDefault() + setDialogMode("change_model") + }}> + + Change Model + + + + { + event.preventDefault() + setDialogMode("model_registry") + }}> + + Model Registry + + + Others + + + + Version {version} + + + window.open( + "https://github.com/tantara/transformers.js-chrome", + "_blank" + ) + }> + + Change Logs + + + window.open( + "https://github.com/tantara/transformers.js-chrome", + "_blank" + ) + }> + + Repository + + + + + {dialogMode === "generation_settings" && ( + + Generation Settings + + + + + )} + {dialogMode === "change_model" && ( + + Change Model + + + + + )} + {dialogMode === "model_registry" && ( + + Model Registry + + + + + )} + + +
+
+ ) +} + +export default ChatHeader diff --git a/chrome-extension-plasmo/components/ChatMessages.tsx b/chrome-extension-plasmo/components/ChatMessages.tsx new file mode 100644 index 00000000..ff34c855 --- /dev/null +++ b/chrome-extension-plasmo/components/ChatMessages.tsx @@ -0,0 +1,97 @@ +import DOMPurify from "dompurify" +import { marked } from "marked" + +import ChatCopyButton from "~/components/ChatCopyButton" +import { cn } from "~/lib/utils" +import type { Message } from "~/src/types" + +function ChatMessages({ + messages, + messagesEndRef +}: { + messages: Message[] + messagesEndRef: React.RefObject +}) { + const render = (text: string) => { + return DOMPurify.sanitize(marked.parse(text, { async: false })) + } + + return ( +
+ {messages.map((msg, index) => ( +
+
+
+

+ +

+
+ {msg.role === "assistant" && } +
+ {msg.metadata && ( +
+ {msg.metadata} +
+ )} +
+ ))} +
+
+ ) +} + +export default ChatMessages diff --git a/chrome-extension-plasmo/components/ChatProgress.tsx b/chrome-extension-plasmo/components/ChatProgress.tsx new file mode 100644 index 00000000..98e9daf9 --- /dev/null +++ b/chrome-extension-plasmo/components/ChatProgress.tsx @@ -0,0 +1,30 @@ +import { formatBytes } from "~/lib/formatter" +import type { ProgressItem } from "~/src/types" + +function Progress({ file, progress, total }) { + progress ??= 0 + return ( +
+
+ {file} ({progress.toFixed(2)}% + {isNaN(total) ? "" : ` of ${formatBytes(total)}`}) +
+
+ ) +} + +function ChatProgress({ progressItems }: { progressItems: ProgressItem[] }) { + return ( +
+
+ {progressItems.map((item) => ( + + ))} +
+
+ ) +} + +export default ChatProgress diff --git a/chrome-extension-plasmo/components/GenerationConfigForm.tsx b/chrome-extension-plasmo/components/GenerationConfigForm.tsx new file mode 100644 index 00000000..9f5cf142 --- /dev/null +++ b/chrome-extension-plasmo/components/GenerationConfigForm.tsx @@ -0,0 +1,139 @@ +import type { GenerationConfig } from "@huggingface/transformers/types/generation/configuration_utils" +import { useState } from "react" + +import { useStorage } from "@plasmohq/storage/hook" + +import { DEFAULT_GENERATION_CONFIG } from "~/llm/default-config" + +import { Alert, AlertDescription } from "./ui/alert" +import { Input } from "./ui/input" +import { Label } from "./ui/label" +import { Switch } from "./ui/switch" + +function GenerationConfigForm() { + const [config, setConfig] = useStorage( + "generation_config", + DEFAULT_GENERATION_CONFIG + ) + const [updated, setUpdated] = useState(false) + + const handleChange = async ( + field: keyof GenerationConfig, + value: number | boolean + ) => { + await setConfig({ + ...config, + [field]: value + }) + setUpdated(true) + } + + return ( +
+
+ + handleChange("do_sample", checked)} + /> +
+ +
+ + handleChange("top_k", Number(e.target.value))} + className="max-w-24" + /> +
+ +
+ + handleChange("temperature", Number(e.target.value))} + className="max-w-24" + /> +
+ +
+ + handleChange("top_p", Number(e.target.value))} + className="max-w-24" + /> +
+ +
+ + + handleChange("max_new_tokens", Number(e.target.value)) + } + className="max-w-24" + /> +
+ +
+ + + handleChange("repetition_penalty", Number(e.target.value)) + } + className="max-w-24" + /> +
+ + {updated && ( + + + Generation config updated. Please send a message to see the changes. + + + )} +
+ ) +} + +export default GenerationConfigForm diff --git a/chrome-extension-plasmo/components/ModelRegistryForm.tsx b/chrome-extension-plasmo/components/ModelRegistryForm.tsx new file mode 100644 index 00000000..bb77fd03 --- /dev/null +++ b/chrome-extension-plasmo/components/ModelRegistryForm.tsx @@ -0,0 +1,88 @@ +import { TrashIcon } from "lucide-react" +import { useEffect, useState } from "react" + +import { formatBytes } from "~/lib/formatter" + +import { Badge } from "./ui/badge" +import { Button } from "./ui/button" +import { ScrollArea } from "./ui/scroll-area" +import { Separator } from "./ui/separator" + +function ModelRegistryForm() { + const targetCacheName = "transformers-cache" + const listCacheStorage = async (targetCacheName: string) => { + try { + const cacheNames = await caches.keys() + + for (const cacheName of cacheNames) { + const cache = await caches.open(cacheName) + const requests = await cache.keys() + console.log(`Cache: ${cacheName}`) + + if (cacheName === targetCacheName) { + const cacheDetails = await Promise.all( + requests.map(async (request) => { + const response = await cache.match(request) + const blob = await response.blob() + return { + url: request.url, + size: blob.size, + sizeFormatted: formatBytes(blob.size) + } + }) + ) + return cacheDetails + } + } + + return [] + } catch (error) { + console.error("Error accessing cache:", error) + } + } + + const [cachedFiles, setCachedFiles] = useState< + { url: string; size: number; sizeFormatted: string }[] + >([]) + + useEffect(() => { + listCacheStorage(targetCacheName).then((requests) => + setCachedFiles(requests) + ) + }, []) + + const handleDelete = async (url: string) => { + const cache = await caches.open(targetCacheName) + await cache.delete(url) + setCachedFiles((prev) => prev.filter((file) => file.url !== url)) + } + + return ( + +

+ {cachedFiles.length} files cached.{" "} + {formatBytes(cachedFiles.reduce((acc, file) => acc + file.size, 0))} in + total. +

+ +
+ {cachedFiles.map((file) => ( + <> +
+ {file.url} {file.sizeFormatted}{" "} + +
+ + + ))} +
+ + ) +} + +export default ModelRegistryForm diff --git a/chrome-extension-plasmo/components/ui/accordion.tsx b/chrome-extension-plasmo/components/ui/accordion.tsx new file mode 100644 index 00000000..d718c907 --- /dev/null +++ b/chrome-extension-plasmo/components/ui/accordion.tsx @@ -0,0 +1,55 @@ +import * as React from "react" +import * as AccordionPrimitive from "@radix-ui/react-accordion" +import { ChevronDown } from "lucide-react" + +import { cn } from "~/lib/utils" + +const Accordion = AccordionPrimitive.Root + +const AccordionItem = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +AccordionItem.displayName = "AccordionItem" + +const AccordionTrigger = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + + svg]:rotate-180", + className + )} + {...props} + > + {children} + + + +)) +AccordionTrigger.displayName = AccordionPrimitive.Trigger.displayName + +const AccordionContent = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + +
{children}
+ +)) +AccordionContent.displayName = AccordionPrimitive.Content.displayName + +export { Accordion, AccordionItem, AccordionTrigger, AccordionContent } diff --git a/chrome-extension-plasmo/components/ui/alert.tsx b/chrome-extension-plasmo/components/ui/alert.tsx new file mode 100644 index 00000000..6c72a38b --- /dev/null +++ b/chrome-extension-plasmo/components/ui/alert.tsx @@ -0,0 +1,59 @@ +import * as React from "react" +import { cva, type VariantProps } from "class-variance-authority" + +import { cn } from "~/lib/utils" + +const alertVariants = cva( + "relative w-full rounded-lg border px-4 py-3 text-sm [&>svg+div]:translate-y-[-3px] [&>svg]:absolute [&>svg]:left-4 [&>svg]:top-4 [&>svg]:text-foreground [&>svg~*]:pl-7", + { + variants: { + variant: { + default: "bg-background text-foreground", + destructive: + "border-destructive/50 text-destructive dark:border-destructive [&>svg]:text-destructive", + }, + }, + defaultVariants: { + variant: "default", + }, + } +) + +const Alert = React.forwardRef< + HTMLDivElement, + React.HTMLAttributes & VariantProps +>(({ className, variant, ...props }, ref) => ( +
+)) +Alert.displayName = "Alert" + +const AlertTitle = React.forwardRef< + HTMLParagraphElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +
+)) +AlertTitle.displayName = "AlertTitle" + +const AlertDescription = React.forwardRef< + HTMLParagraphElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +
+)) +AlertDescription.displayName = "AlertDescription" + +export { Alert, AlertTitle, AlertDescription } diff --git a/chrome-extension-plasmo/components/ui/badge.tsx b/chrome-extension-plasmo/components/ui/badge.tsx new file mode 100644 index 00000000..5e2b7aca --- /dev/null +++ b/chrome-extension-plasmo/components/ui/badge.tsx @@ -0,0 +1,36 @@ +import * as React from "react" +import { cva, type VariantProps } from "class-variance-authority" + +import { cn } from "~/lib/utils" + +const badgeVariants = cva( + "inline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold transition-colors focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2", + { + variants: { + variant: { + default: + "border-transparent bg-primary text-primary-foreground shadow hover:bg-primary/80", + secondary: + "border-transparent bg-secondary text-secondary-foreground hover:bg-secondary/80", + destructive: + "border-transparent bg-destructive text-destructive-foreground shadow hover:bg-destructive/80", + outline: "text-foreground", + }, + }, + defaultVariants: { + variant: "default", + }, + } +) + +export interface BadgeProps + extends React.HTMLAttributes, + VariantProps {} + +function Badge({ className, variant, ...props }: BadgeProps) { + return ( +
+ ) +} + +export { Badge, badgeVariants } diff --git a/chrome-extension-plasmo/components/ui/breadcrumb.tsx b/chrome-extension-plasmo/components/ui/breadcrumb.tsx new file mode 100644 index 00000000..2ca8b012 --- /dev/null +++ b/chrome-extension-plasmo/components/ui/breadcrumb.tsx @@ -0,0 +1,115 @@ +import * as React from "react" +import { Slot } from "@radix-ui/react-slot" +import { ChevronRight, MoreHorizontal } from "lucide-react" + +import { cn } from "~/lib/utils" + +const Breadcrumb = React.forwardRef< + HTMLElement, + React.ComponentPropsWithoutRef<"nav"> & { + separator?: React.ReactNode + } +>(({ ...props }, ref) =>