From fd9cdf362043e6392d572f64189e30b423ab57aa Mon Sep 17 00:00:00 2001 From: jacoblee93 Date: Sat, 29 Jun 2024 16:07:34 -0700 Subject: [PATCH] Move experimental Chrome AI to LLMs --- libs/langchain-community/.gitignore | 8 +- libs/langchain-community/langchain.config.js | 2 +- libs/langchain-community/package.json | 20 +- .../chat_models/chrome_ai/app/README.md | 23 - .../chat_models/chrome_ai/app/package.json | 16 - .../chrome_ai/app/src/chrome_ai.html | 111 - .../chat_models/chrome_ai/app/src/index.js | 68 - .../chrome_ai/app/webpack.config.js | 10 - .../chat_models/chrome_ai/app/yarn.lock | 2622 ----------------- .../chat_models.ts => llms/chrome_ai.ts} | 67 +- .../src/load/import_map.ts | 2 +- 11 files changed, 32 insertions(+), 2917 deletions(-) delete mode 100644 libs/langchain-community/src/experimental/chat_models/chrome_ai/app/README.md delete mode 100644 libs/langchain-community/src/experimental/chat_models/chrome_ai/app/package.json delete mode 100644 libs/langchain-community/src/experimental/chat_models/chrome_ai/app/src/chrome_ai.html delete mode 100644 libs/langchain-community/src/experimental/chat_models/chrome_ai/app/src/index.js delete mode 100644 libs/langchain-community/src/experimental/chat_models/chrome_ai/app/webpack.config.js delete mode 100644 libs/langchain-community/src/experimental/chat_models/chrome_ai/app/yarn.lock rename libs/langchain-community/src/experimental/{chat_models/chrome_ai/chat_models.ts => llms/chrome_ai.ts} (65%) diff --git a/libs/langchain-community/.gitignore b/libs/langchain-community/.gitignore index 1e47ea0ab61e..51b3a883b934 100644 --- a/libs/langchain-community/.gitignore +++ b/libs/langchain-community/.gitignore @@ -1030,10 +1030,10 @@ experimental/chat_models/ollama_functions.cjs experimental/chat_models/ollama_functions.js experimental/chat_models/ollama_functions.d.ts experimental/chat_models/ollama_functions.d.cts -experimental/chat_models/chrome_ai.cjs -experimental/chat_models/chrome_ai.js -experimental/chat_models/chrome_ai.d.ts -experimental/chat_models/chrome_ai.d.cts +experimental/llms/chrome_ai.cjs +experimental/llms/chrome_ai.js +experimental/llms/chrome_ai.d.ts +experimental/llms/chrome_ai.d.cts chains/graph_qa/cypher.cjs chains/graph_qa/cypher.js chains/graph_qa/cypher.d.ts diff --git a/libs/langchain-community/langchain.config.js b/libs/langchain-community/langchain.config.js index e73c23b4938c..16e59854112b 100644 --- a/libs/langchain-community/langchain.config.js +++ b/libs/langchain-community/langchain.config.js @@ -316,7 +316,7 @@ export const config = { "experimental/hubs/makersuite/googlemakersuitehub": "experimental/hubs/makersuite/googlemakersuitehub", "experimental/chat_models/ollama_functions": "experimental/chat_models/ollama_functions", - "experimental/chat_models/chrome_ai": "experimental/chat_models/chrome_ai/chat_models", + "experimental/llms/chrome_ai": "experimental/llms/chrome_ai", // chains "chains/graph_qa/cypher": "chains/graph_qa/cypher" }, diff --git a/libs/langchain-community/package.json b/libs/langchain-community/package.json index 769e989e0d80..65beba3e094d 100644 --- a/libs/langchain-community/package.json +++ b/libs/langchain-community/package.json @@ -3022,14 +3022,14 @@ "import": "./experimental/chat_models/ollama_functions.js", "require": "./experimental/chat_models/ollama_functions.cjs" }, - "./experimental/chat_models/chrome_ai": { + "./experimental/llms/chrome_ai": { "types": { - "import": "./experimental/chat_models/chrome_ai.d.ts", - "require": "./experimental/chat_models/chrome_ai.d.cts", - "default": "./experimental/chat_models/chrome_ai.d.ts" + "import": "./experimental/llms/chrome_ai.d.ts", + "require": "./experimental/llms/chrome_ai.d.cts", + "default": "./experimental/llms/chrome_ai.d.ts" }, - "import": "./experimental/chat_models/chrome_ai.js", - "require": "./experimental/chat_models/chrome_ai.cjs" + "import": "./experimental/llms/chrome_ai.js", + "require": "./experimental/llms/chrome_ai.cjs" }, "./chains/graph_qa/cypher": { "types": { @@ -4076,10 +4076,10 @@ "experimental/chat_models/ollama_functions.js", "experimental/chat_models/ollama_functions.d.ts", "experimental/chat_models/ollama_functions.d.cts", - "experimental/chat_models/chrome_ai.cjs", - "experimental/chat_models/chrome_ai.js", - "experimental/chat_models/chrome_ai.d.ts", - "experimental/chat_models/chrome_ai.d.cts", + "experimental/llms/chrome_ai.cjs", + "experimental/llms/chrome_ai.js", + "experimental/llms/chrome_ai.d.ts", + "experimental/llms/chrome_ai.d.cts", "chains/graph_qa/cypher.cjs", "chains/graph_qa/cypher.js", "chains/graph_qa/cypher.d.ts", diff --git a/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/README.md b/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/README.md deleted file mode 100644 index d16118000176..000000000000 --- a/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/README.md +++ /dev/null @@ -1,23 +0,0 @@ -# ChatChromeAI - -This is a simple application designed to run in the browser that uses the webGPU and Gemini Nano. -Gemini Nano is a LLM which Google Chrome has embedded in the browser. As of 06/26/2024 it is still in beta. -To request access or find more information, please visit [this link](https://developer.chrome.com/docs/ai/built-in). - -## Getting Started - -To run this application, you'll first need to build the locally dependencies. From the root of the `langchain-ai/langchainjs` repo, run the following command: - -```bash -yarn build --filter=@langchain/community --filter=@langchain/openai -``` - -Once the dependencies are built, navigate into this directory (`libs/langchain-community/src/experimental/chat_models/chrome_ai/app`) and run the following commands: - -```bash -yarn install # install the dependencies - -yarn start # start the application -``` - -Then, open your browser and navigate to [`http://127.0.0.1:8080/src/chrome_ai.html`](http://127.0.0.1:8080/src/chrome_ai.html). diff --git a/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/package.json b/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/package.json deleted file mode 100644 index 461f8683a307..000000000000 --- a/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/package.json +++ /dev/null @@ -1,16 +0,0 @@ -{ - "name": "chrome_ai", - "packageManager": "yarn@3.4.1", - "scripts": { - "start": "rm -rf ./dist && yarn webpack && yarn http-server -c-1 -p 8080" - }, - "devDependencies": { - "http-server": "^14.0.1", - "webpack": "^5.92.1", - "webpack-cli": "^5.1.4" - }, - "dependencies": { - "@langchain/community": "file:../../../../../", - "@langchain/openai": "file:../../../../../../langchain-openai" - } -} diff --git a/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/src/chrome_ai.html b/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/src/chrome_ai.html deleted file mode 100644 index f08f7131e587..000000000000 --- a/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/src/chrome_ai.html +++ /dev/null @@ -1,111 +0,0 @@ - - - - ChatChromeAI Example - - - -

LangChain.js🦜🔗 - ChatChromeAI Example

- - - -
-
-
- -
- -
-
-
-
- First Token: -- ms - Total Time: -- ms - Total Tokens: -- -
-
-
- - - - diff --git a/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/src/index.js b/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/src/index.js deleted file mode 100644 index 1edd95feeec2..000000000000 --- a/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/src/index.js +++ /dev/null @@ -1,68 +0,0 @@ -import { ChatChromeAI } from "@langchain/community/experimental/chat_models/chrome_ai"; -import { encodingForModel } from "@langchain/core/utils/tiktoken"; - -const model = new ChatChromeAI(); -const destroyButton = document.getElementById("destroyButton"); -const inputForm = document.getElementById("inputForm"); -const submitButton = inputForm.querySelector("button[type='submit']"); - -// Initialize the model when the page loads -window.addEventListener("load", async () => { - try { - await model.initialize(); - destroyButton.disabled = false; - submitButton.disabled = false; - } catch (error) { - console.error("Failed to initialize model:", error); - alert("Failed to initialize model. Please try refreshing the page."); - } -}); - -destroyButton.addEventListener("click", () => { - model.destroy(); - destroyButton.disabled = true; - submitButton.disabled = true; -}); - -inputForm.addEventListener("submit", async (event) => { - event.preventDefault(); - const input = document.getElementById("inputField").value; - const humanMessage = ["human", input]; - - // Clear previous response - const responseTextElement = document.getElementById("responseText"); - responseTextElement.textContent = ""; - - let fullMsg = ""; - let timeToFirstTokenMs = 0; - let totalTimeMs = 0; - try { - const startTime = performance.now(); - for await (const chunk of await model.stream(humanMessage)) { - if (timeToFirstTokenMs === 0) { - timeToFirstTokenMs = performance.now() - startTime; - } - fullMsg += chunk.content; - // Update the response element with the new content - responseTextElement.textContent = fullMsg; - } - totalTimeMs = performance.now() - startTime; - } catch (error) { - console.error("An error occurred:", error); - responseTextElement.textContent = "An error occurred: " + error.message; - } - - const encoding = await encodingForModel("gpt2"); - const numTokens = encoding.encode(fullMsg).length; - - // Update the stat pills - document.getElementById( - "firstTokenTime" - ).textContent = `First Token: ${Math.round(timeToFirstTokenMs)} ms`; - document.getElementById("totalTime").textContent = `Total Time: ${Math.round( - totalTimeMs - )} ms`; - document.getElementById( - "totalTokens" - ).textContent = `Total Tokens: ${numTokens}`; -}); diff --git a/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/webpack.config.js b/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/webpack.config.js deleted file mode 100644 index b61b991f68b1..000000000000 --- a/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/webpack.config.js +++ /dev/null @@ -1,10 +0,0 @@ -const path = require("path"); - -module.exports = { - entry: "./src/index.js", - output: { - filename: "bundle.js", - 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languageName: node - linkType: hard diff --git a/libs/langchain-community/src/experimental/chat_models/chrome_ai/chat_models.ts b/libs/langchain-community/src/experimental/llms/chrome_ai.ts similarity index 65% rename from libs/langchain-community/src/experimental/chat_models/chrome_ai/chat_models.ts rename to libs/langchain-community/src/experimental/llms/chrome_ai.ts index 83c8e74171d3..7bce19d2058d 100644 --- a/libs/langchain-community/src/experimental/chat_models/chrome_ai/chat_models.ts +++ b/libs/langchain-community/src/experimental/llms/chrome_ai.ts @@ -1,15 +1,10 @@ -import { - SimpleChatModel, - type BaseChatModelParams, -} from "@langchain/core/language_models/chat_models"; import type { BaseLanguageModelCallOptions } from "@langchain/core/language_models/base"; import { CallbackManagerForLLMRun, - Callbacks, } from "@langchain/core/callbacks/manager"; -import { BaseMessage, AIMessageChunk } from "@langchain/core/messages"; -import { ChatGenerationChunk } from "@langchain/core/outputs"; +import { GenerationChunk } from "@langchain/core/outputs"; import { IterableReadableStream } from "@langchain/core/utils/stream"; +import { BaseLLMParams, LLM } from "@langchain/core/language_models/llms"; export interface AI { canCreateTextSession(): Promise; @@ -29,36 +24,15 @@ export interface AITextSessionOptions { temperature: number; } -export const enum AIModelAvailability { - Readily = "readily", - AfterDownload = "after-download", - No = "no", -} +export type AIModelAvailability = "readily" | "after-download" | "no"; -export interface ChromeAIInputs extends BaseChatModelParams { +export interface ChromeAIInputs extends BaseLLMParams { topK?: number; temperature?: number; - /** - * An optional function to format the prompt before sending it to the model. - */ - promptFormatter?: (messages: BaseMessage[]) => string; } export interface ChromeAICallOptions extends BaseLanguageModelCallOptions {} -function formatPrompt(messages: BaseMessage[]): string { - return messages - .map((message) => { - if (typeof message.content !== "string") { - throw new Error( - "ChatChromeAI does not support non-string message content." - ); - } - return `${message._getType()}: ${message.content}`; - }) - .join("\n"); -} - /** * To use this model you need to have the `Built-in AI Early Preview Program` * for Chrome. You can find more information about the program here: @@ -78,31 +52,27 @@ function formatPrompt(messages: BaseMessage[]): string { * ]); * ``` */ -export class ChatChromeAI extends SimpleChatModel { +export class ChatChromeAI extends LLM { session?: AITextSession; temperature = 0.5; topK = 40; - promptFormatter: (messages: BaseMessage[]) => string; - static lc_name() { return "ChatChromeAI"; } constructor(inputs?: ChromeAIInputs) { super({ - callbacks: {} as Callbacks, ...inputs, }); this.temperature = inputs?.temperature ?? this.temperature; this.topK = inputs?.topK ?? this.topK; - this.promptFormatter = inputs?.promptFormatter ?? formatPrompt; } _llmType() { - return "chrome-ai"; + return "chrome_ai"; } /** @@ -114,10 +84,10 @@ export class ChatChromeAI extends SimpleChatModel { } const { ai } = window as any; - const canCreateTextSession = await ai.canCreateTextSession(); - if (canCreateTextSession === AIModelAvailability.No) { + const canCreateTextSession: AIModelAvailability = await ai.canCreateTextSession(); + if (canCreateTextSession === "no") { throw new Error("The AI model is not available."); - } else if (canCreateTextSession === AIModelAvailability.AfterDownload) { + } else if (canCreateTextSession === "after-download") { throw new Error("The AI model is not yet downloaded."); } @@ -142,41 +112,36 @@ export class ChatChromeAI extends SimpleChatModel { } async *_streamResponseChunks( - messages: BaseMessage[], + prompt: string, _options: this["ParsedCallOptions"], runManager?: CallbackManagerForLLMRun - ): AsyncGenerator { + ): AsyncGenerator { if (!this.session) { - throw new Error("Session not found. Please call `.initialize()` first."); + await this.initialize(); } - const textPrompt = this.promptFormatter(messages); - const stream = this.session.promptStreaming(textPrompt); + const stream = this.session!.promptStreaming(prompt); const iterableStream = IterableReadableStream.fromReadableStream(stream); let previousContent = ""; for await (const chunk of iterableStream) { const newContent = chunk.slice(previousContent.length); previousContent += newContent; - yield new ChatGenerationChunk({ + yield new GenerationChunk({ text: newContent, - message: new AIMessageChunk({ - content: newContent, - additional_kwargs: {}, - }), }); await runManager?.handleLLMNewToken(newContent); } } async _call( - messages: BaseMessage[], + prompt: string, options: this["ParsedCallOptions"], runManager?: CallbackManagerForLLMRun ): Promise { const chunks = []; for await (const chunk of this._streamResponseChunks( - messages, + prompt, options, runManager )) { diff --git a/libs/langchain-community/src/load/import_map.ts b/libs/langchain-community/src/load/import_map.ts index 06afe430b297..59efd56b760e 100644 --- a/libs/langchain-community/src/load/import_map.ts +++ b/libs/langchain-community/src/load/import_map.ts @@ -77,4 +77,4 @@ export * as utils__event_source_parse from "../utils/event_source_parse.js"; export * as experimental__callbacks__handlers__datadog from "../experimental/callbacks/handlers/datadog.js"; export * as experimental__graph_transformers__llm from "../experimental/graph_transformers/llm.js"; export * as experimental__chat_models__ollama_functions from "../experimental/chat_models/ollama_functions.js"; -export * as experimental__chat_models__chrome_ai from "../experimental/chat_models/chrome_ai/chat_models.js"; +export * as experimental__llms__chrome_ai from "../experimental/llms/chrome_ai.js";