diff --git a/docs/core_docs/docs/integrations/chat/chrome_ai.mdx b/docs/core_docs/docs/integrations/chat/chrome_ai.mdx
new file mode 100644
index 000000000000..c13ba779e34a
--- /dev/null
+++ b/docs/core_docs/docs/integrations/chat/chrome_ai.mdx
@@ -0,0 +1,59 @@
+---
+sidebar_label: ChromeAI
+---
+
+import CodeBlock from "@theme/CodeBlock";
+
+# ChatChromeAI
+
+:::info
+This feature is **experimental** and is subject to change.
+:::
+
+:::note
+The `Built-in AI Early Preview Program` by Google is currently in beta. To apply for access or find more information, please visit [this link](https://developer.chrome.com/docs/ai/built-in).
+:::
+
+ChatChromeAI leverages the webGPU and Gemini Nano to run LLMs directly in the browser, without the need for an internet connection.
+This allows for running faster and private models without ever having data leave the consumers device.
+
+## Getting started
+
+Once you've been granted access to the program, follow all steps to download the model.
+
+Once downloaded, you can start using `ChatChromeAI` in the browser as follows:
+
+```typescript
+import { ChatChromeAI } from "@langchain/community/experimental/chat_models/chrome_ai";
+import { HumanMessage } from "@langchain/core/messages";
+
+const model = new ChatChromeAI({
+ temperature: 0.5, // Optional, defaults to 0.5
+ topK: 40, // Optional, defaults to 40
+});
+
+const message = new HumanMessage("Write me a short poem please");
+
+const response = await model.invoke([message]);
+```
+
+### Streaming
+
+`ChatChromeAI` also supports streaming chunks:
+
+```typescript
+import { AIMessageChunk } from "@langchain/core/messages";
+
+let fullMessage: AIMessageChunk | undefined = undefined;
+for await (const chunk of await model.stream([message])) {
+ if (!fullMessage) {
+ fullMessage = chunk;
+ } else {
+ fullMessage = fullMessage.concat(chunk);
+ }
+ console.log(fullMessage.content);
+}
+```
+
+We also have a simple demo application which you can copy to instantly start running `ChatChromeAI` in your browser.
+Navigate to the [README.md](https://github.com/langchain-ai/langchainjs/tree/main/libs/langchain-community/src/experimental/chrome_ai/app/README.md) in the `./app` directory of the integration for more instructions.
diff --git a/libs/langchain-community/.gitignore b/libs/langchain-community/.gitignore
index 4246a650f6df..1e47ea0ab61e 100644
--- a/libs/langchain-community/.gitignore
+++ b/libs/langchain-community/.gitignore
@@ -1030,6 +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
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 7012d8e06c5a..e73c23b4938c 100644
--- a/libs/langchain-community/langchain.config.js
+++ b/libs/langchain-community/langchain.config.js
@@ -316,6 +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",
// chains
"chains/graph_qa/cypher": "chains/graph_qa/cypher"
},
diff --git a/libs/langchain-community/package.json b/libs/langchain-community/package.json
index 3ef6acbe7890..b7feada5ff7d 100644
--- a/libs/langchain-community/package.json
+++ b/libs/langchain-community/package.json
@@ -3022,6 +3022,15 @@
"import": "./experimental/chat_models/ollama_functions.js",
"require": "./experimental/chat_models/ollama_functions.cjs"
},
+ "./experimental/chat_models/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/chat_models/chrome_ai.js",
+ "require": "./experimental/chat_models/chrome_ai.cjs"
+ },
"./chains/graph_qa/cypher": {
"types": {
"import": "./chains/graph_qa/cypher.d.ts",
@@ -4067,6 +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",
"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
new file mode 100644
index 000000000000..d16118000176
--- /dev/null
+++ b/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/README.md
@@ -0,0 +1,23 @@
+# 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
new file mode 100644
index 000000000000..461f8683a307
--- /dev/null
+++ b/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/package.json
@@ -0,0 +1,16 @@
+{
+ "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
new file mode 100644
index 000000000000..f08f7131e587
--- /dev/null
+++ b/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/src/chrome_ai.html
@@ -0,0 +1,111 @@
+
+
+
+ ChatChromeAI Example
+
+
+
+ LangChain.js🦜🔗 - ChatChromeAI Example
+
+ Destroy Model
+
+
+
+
+
+
+
+ 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
new file mode 100644
index 000000000000..1edd95feeec2
--- /dev/null
+++ b/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/src/index.js
@@ -0,0 +1,68 @@
+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
new file mode 100644
index 000000000000..b61b991f68b1
--- /dev/null
+++ b/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/webpack.config.js
@@ -0,0 +1,10 @@
+const path = require("path");
+
+module.exports = {
+ entry: "./src/index.js",
+ output: {
+ filename: "bundle.js",
+ path: path.resolve(__dirname, "dist"),
+ },
+ mode: "development",
+};
diff --git a/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/yarn.lock b/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/yarn.lock
new file mode 100644
index 000000000000..86d7f91a365a
--- /dev/null
+++ b/libs/langchain-community/src/experimental/chat_models/chrome_ai/app/yarn.lock
@@ -0,0 +1,2622 @@
+# This file is generated by running "yarn install" inside your project.
+# Manual changes might be lost - proceed with caution!
+
+__metadata:
+ version: 6
+ cacheKey: 8
+
+"@discoveryjs/json-ext@npm:^0.5.0":
+ version: 0.5.7
+ resolution: "@discoveryjs/json-ext@npm:0.5.7"
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+ checksum: ff7a1764ebd76a5e129c8890aa3e2f46045109dabde62b0b6c6a250152227647178ff2069ea234753a690d8f3c4ac8b5e7b267bbee272bffb7f3b0a370ab6e52
+ languageName: node
+ linkType: hard
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+"@jridgewell/resolve-uri@npm:^3.1.0":
+ version: 3.1.2
+ resolution: "@jridgewell/resolve-uri@npm:3.1.2"
+ checksum: 83b85f72c59d1c080b4cbec0fef84528963a1b5db34e4370fa4bd1e3ff64a0d80e0cee7369d11d73c704e0286fb2865b530acac7a871088fbe92b5edf1000870
+ languageName: node
+ linkType: hard
+
+"@jridgewell/set-array@npm:^1.2.1":
+ version: 1.2.1
+ resolution: "@jridgewell/set-array@npm:1.2.1"
+ checksum: 832e513a85a588f8ed4f27d1279420d8547743cc37fcad5a5a76fc74bb895b013dfe614d0eed9cb860048e6546b798f8f2652020b4b2ba0561b05caa8c654b10
+ languageName: node
+ linkType: hard
+
+"@jridgewell/source-map@npm:^0.3.3":
+ version: 0.3.6
+ resolution: "@jridgewell/source-map@npm:0.3.6"
+ dependencies:
+ "@jridgewell/gen-mapping": ^0.3.5
+ "@jridgewell/trace-mapping": ^0.3.25
+ checksum: c9dc7d899397df95e3c9ec287b93c0b56f8e4453cd20743e2b9c8e779b1949bc3cccf6c01bb302779e46560eb45f62ea38d19fedd25370d814734268450a9f30
+ languageName: node
+ linkType: hard
+
+"@jridgewell/sourcemap-codec@npm:^1.4.10, @jridgewell/sourcemap-codec@npm:^1.4.14":
+ version: 1.4.15
+ resolution: "@jridgewell/sourcemap-codec@npm:1.4.15"
+ checksum: b881c7e503db3fc7f3c1f35a1dd2655a188cc51a3612d76efc8a6eb74728bef5606e6758ee77423e564092b4a518aba569bbb21c9bac5ab7a35b0c6ae7e344c8
+ languageName: node
+ linkType: hard
+
+"@jridgewell/trace-mapping@npm:^0.3.20, @jridgewell/trace-mapping@npm:^0.3.24, @jridgewell/trace-mapping@npm:^0.3.25":
+ version: 0.3.25
+ resolution: "@jridgewell/trace-mapping@npm:0.3.25"
+ dependencies:
+ "@jridgewell/resolve-uri": ^3.1.0
+ "@jridgewell/sourcemap-codec": ^1.4.14
+ checksum: 9d3c40d225e139987b50c48988f8717a54a8c994d8a948ee42e1412e08988761d0754d7d10b803061cc3aebf35f92a5dbbab493bd0e1a9ef9e89a2130e83ba34
+ languageName: node
+ linkType: hard
+
+"@langchain/community@file:../../../../../::locator=chrome_ai%40workspace%3A.":
+ version: 0.2.14
+ resolution: "@langchain/community@file:../../../../../#../../../../../::hash=6c19e0&locator=chrome_ai%40workspace%3A."
+ dependencies:
+ "@langchain/core": ~0.2.9
+ "@langchain/openai": ~0.1.0
+ binary-extensions: ^2.2.0
+ expr-eval: ^2.0.2
+ flat: ^5.0.2
+ js-yaml: ^4.1.0
+ langchain: 0.2.3
+ langsmith: ~0.1.30
+ uuid: ^9.0.0
+ zod: ^3.22.3
+ zod-to-json-schema: ^3.22.5
+ peerDependencies:
+ "@aws-crypto/sha256-js": ^5.0.0
+ "@aws-sdk/client-bedrock-agent-runtime": ^3.583.0
+ "@aws-sdk/client-bedrock-runtime": ^3.422.0
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+ "@aws-sdk/client-kendra": ^3.352.0
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+ "@aws-sdk/client-s3": ^3.310.0
+ "@aws-sdk/client-sagemaker-runtime": ^3.310.0
+ "@aws-sdk/client-sfn": ^3.310.0
+ "@aws-sdk/credential-provider-node": ^3.388.0
+ "@azure/search-documents": ^12.0.0
+ "@azure/storage-blob": ^12.15.0
+ "@browserbasehq/sdk": "*"
+ "@clickhouse/client": ^0.2.5
+ "@cloudflare/ai": "*"
+ "@datastax/astra-db-ts": ^1.0.0
+ "@elastic/elasticsearch": ^8.4.0
+ "@getmetal/metal-sdk": "*"
+ "@getzep/zep-cloud": ^1.0.6
+ "@getzep/zep-js": ^0.9.0
+ "@gomomento/sdk": ^1.51.1
+ "@gomomento/sdk-core": ^1.51.1
+ "@google-ai/generativelanguage": "*"
+ "@google-cloud/storage": ^6.10.1 || ^7.7.0
+ "@gradientai/nodejs-sdk": ^1.2.0
+ "@huggingface/inference": ^2.6.4
+ "@layerup/layerup-security": ^1.5.12
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+ "@mlc-ai/web-llm": 0.2.46
+ "@mozilla/readability": "*"
+ "@neondatabase/serverless": "*"
+ "@notionhq/client": ^2.2.10
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+ dria: ^0.0.3
+ duck-duck-scrape: ^2.2.5
+ epub2: ^3.0.1
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+ firebase-admin: ^11.9.0 || ^12.0.0
+ google-auth-library: "*"
+ googleapis: ^126.0.1
+ hnswlib-node: ^3.0.0
+ html-to-text: ^9.0.5
+ ignore: ^5.2.0
+ interface-datastore: ^8.2.11
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+ jsonwebtoken: ^9.0.2
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+ web-auth-library: ^1.0.3
+ ws: ^8.14.2
+ youtube-transcript: ^1.0.6
+ youtubei.js: ^9.1.0
+ peerDependenciesMeta:
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+ optional: true
+ "@aws-sdk/client-bedrock-agent-runtime":
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+ "@aws-sdk/client-bedrock-runtime":
+ optional: true
+ "@aws-sdk/client-dynamodb":
+ optional: true
+ "@aws-sdk/client-kendra":
+ optional: true
+ "@aws-sdk/client-lambda":
+ optional: true
+ "@aws-sdk/client-s3":
+ optional: true
+ "@aws-sdk/client-sagemaker-runtime":
+ optional: true
+ "@aws-sdk/client-sfn":
+ optional: true
+ "@aws-sdk/credential-provider-node":
+ optional: true
+ "@azure/search-documents":
+ optional: true
+ "@azure/storage-blob":
+ optional: true
+ "@browserbasehq/sdk":
+ optional: true
+ "@clickhouse/client":
+ optional: true
+ "@cloudflare/ai":
+ optional: true
+ "@datastax/astra-db-ts":
+ optional: true
+ "@elastic/elasticsearch":
+ optional: true
+ "@getmetal/metal-sdk":
+ optional: true
+ "@getzep/zep-cloud":
+ optional: true
+ "@getzep/zep-js":
+ optional: true
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+ optional: true
+ "@gomomento/sdk-core":
+ optional: true
+ "@google-ai/generativelanguage":
+ optional: true
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+ "@huggingface/inference":
+ optional: true
+ "@layerup/layerup-security":
+ optional: true
+ "@mendable/firecrawl-js":
+ optional: true
+ "@mlc-ai/web-llm":
+ optional: true
+ "@mozilla/readability":
+ optional: true
+ "@neondatabase/serverless":
+ optional: true
+ "@notionhq/client":
+ optional: true
+ "@opensearch-project/opensearch":
+ optional: true
+ "@pinecone-database/pinecone":
+ optional: true
+ "@planetscale/database":
+ optional: true
+ "@premai/prem-sdk":
+ optional: true
+ "@qdrant/js-client-rest":
+ optional: true
+ "@raycast/api":
+ optional: true
+ "@rockset/client":
+ optional: true
+ "@smithy/eventstream-codec":
+ optional: true
+ "@smithy/protocol-http":
+ optional: true
+ "@smithy/signature-v4":
+ optional: true
+ "@smithy/util-utf8":
+ optional: true
+ "@spider-cloud/spider-client":
+ optional: true
+ "@supabase/postgrest-js":
+ optional: true
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diff --git a/libs/langchain-community/src/experimental/chat_models/chrome_ai/chat_models.ts b/libs/langchain-community/src/experimental/chat_models/chrome_ai/chat_models.ts
new file mode 100644
index 000000000000..83c8e74171d3
--- /dev/null
+++ b/libs/langchain-community/src/experimental/chat_models/chrome_ai/chat_models.ts
@@ -0,0 +1,187 @@
+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 { IterableReadableStream } from "@langchain/core/utils/stream";
+
+export interface AI {
+ canCreateTextSession(): Promise;
+ createTextSession(options?: AITextSessionOptions): Promise;
+ defaultTextSessionOptions(): Promise;
+}
+
+export interface AITextSession {
+ prompt(input: string): Promise;
+ promptStreaming(input: string): ReadableStream;
+ destroy(): void;
+ clone(): AITextSession;
+}
+
+export interface AITextSessionOptions {
+ topK: number;
+ temperature: number;
+}
+
+export const enum AIModelAvailability {
+ Readily = "readily",
+ AfterDownload = "after-download",
+ No = "no",
+}
+
+export interface ChromeAIInputs extends BaseChatModelParams {
+ 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:
+ * @link https://developer.chrome.com/docs/ai/built-in
+ *
+ * @example
+ * ```typescript
+ * // Initialize the ChatChromeAI model.
+ * const model = new ChatChromeAI({
+ * temperature: 0.5, // Optional. Default is 0.5.
+ * topK: 40, // Optional. Default is 40.
+ * });
+ *
+ * // Call the model with a message and await the response.
+ * const response = await model.invoke([
+ * new HumanMessage({ content: "My name is John." }),
+ * ]);
+ * ```
+ */
+export class ChatChromeAI extends SimpleChatModel {
+ 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";
+ }
+
+ /**
+ * Initialize the model. This method must be called before calling `.invoke()`.
+ */
+ async initialize() {
+ if (typeof window === "undefined") {
+ throw new Error("ChatChromeAI can only be used in the browser.");
+ }
+
+ const { ai } = window as any;
+ const canCreateTextSession = await ai.canCreateTextSession();
+ if (canCreateTextSession === AIModelAvailability.No) {
+ throw new Error("The AI model is not available.");
+ } else if (canCreateTextSession === AIModelAvailability.AfterDownload) {
+ throw new Error("The AI model is not yet downloaded.");
+ }
+
+ this.session = await ai.createTextSession({
+ topK: this.topK,
+ temperature: this.temperature,
+ });
+ }
+
+ /**
+ * Call `.destroy()` to free resources if you no longer need a session.
+ * When a session is destroyed, it can no longer be used, and any ongoing
+ * execution will be aborted. You may want to keep the session around if
+ * you intend to prompt the model often since creating a session can take
+ * some time.
+ */
+ destroy() {
+ if (!this.session) {
+ return console.log("No session found. Returning.");
+ }
+ this.session.destroy();
+ }
+
+ async *_streamResponseChunks(
+ messages: BaseMessage[],
+ _options: this["ParsedCallOptions"],
+ runManager?: CallbackManagerForLLMRun
+ ): AsyncGenerator {
+ if (!this.session) {
+ throw new Error("Session not found. Please call `.initialize()` first.");
+ }
+ const textPrompt = this.promptFormatter(messages);
+
+ const stream = this.session.promptStreaming(textPrompt);
+ const iterableStream = IterableReadableStream.fromReadableStream(stream);
+
+ let previousContent = "";
+ for await (const chunk of iterableStream) {
+ const newContent = chunk.slice(previousContent.length);
+ previousContent += newContent;
+ yield new ChatGenerationChunk({
+ text: newContent,
+ message: new AIMessageChunk({
+ content: newContent,
+ additional_kwargs: {},
+ }),
+ });
+ await runManager?.handleLLMNewToken(newContent);
+ }
+ }
+
+ async _call(
+ messages: BaseMessage[],
+ options: this["ParsedCallOptions"],
+ runManager?: CallbackManagerForLLMRun
+ ): Promise {
+ const chunks = [];
+ for await (const chunk of this._streamResponseChunks(
+ messages,
+ options,
+ runManager
+ )) {
+ chunks.push(chunk.text);
+ }
+ return chunks.join("");
+ }
+}
diff --git a/libs/langchain-community/src/load/import_map.ts b/libs/langchain-community/src/load/import_map.ts
index d06053cbde26..06afe430b297 100644
--- a/libs/langchain-community/src/load/import_map.ts
+++ b/libs/langchain-community/src/load/import_map.ts
@@ -77,3 +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";