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feat: Add triton trtllm for engine for remote models
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# Jan inference plugin | ||
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Created using Jan app example | ||
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# Create a Jan Plugin using Typescript | ||
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Use this template to bootstrap the creation of a TypeScript Jan plugin. 🚀 | ||
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## Create Your Own Plugin | ||
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To create your own plugin, you can use this repository as a template! Just follow the below instructions: | ||
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1. Click the Use this template button at the top of the repository | ||
2. Select Create a new repository | ||
3. Select an owner and name for your new repository | ||
4. Click Create repository | ||
5. Clone your new repository | ||
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## Initial Setup | ||
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After you've cloned the repository to your local machine or codespace, you'll need to perform some initial setup steps before you can develop your plugin. | ||
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> [!NOTE] | ||
> | ||
> You'll need to have a reasonably modern version of | ||
> [Node.js](https://nodejs.org) handy. If you are using a version manager like | ||
> [`nodenv`](https://github.com/nodenv/nodenv) or | ||
> [`nvm`](https://github.com/nvm-sh/nvm), you can run `nodenv install` in the | ||
> root of your repository to install the version specified in | ||
> [`package.json`](./package.json). Otherwise, 20.x or later should work! | ||
1. :hammer_and_wrench: Install the dependencies | ||
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```bash | ||
npm install | ||
``` | ||
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1. :building_construction: Package the TypeScript for distribution | ||
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```bash | ||
npm run bundle | ||
``` | ||
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1. :white_check_mark: Check your artifact | ||
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There will be a tgz file in your plugin directory now | ||
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## Update the Plugin Metadata | ||
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The [`package.json`](package.json) file defines metadata about your plugin, such as | ||
plugin name, main entry, description and version. | ||
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When you copy this repository, update `package.json` with the name, description for your plugin. | ||
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## Update the Plugin Code | ||
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The [`src/`](./src/) directory is the heart of your plugin! This contains the | ||
source code that will be run when your plugin extension functions are invoked. You can replace the | ||
contents of this directory with your own code. | ||
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There are a few things to keep in mind when writing your plugin code: | ||
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- Most Jan Plugin Extension functions are processed asynchronously. | ||
In `index.ts`, you will see that the extension function will return a `Promise<any>`. | ||
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```typescript | ||
import { core } from "@janhq/core"; | ||
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function onStart(): Promise<any> { | ||
return core.invokePluginFunc(MODULE_PATH, "run", 0); | ||
} | ||
``` | ||
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For more information about the Jan Plugin Core module, see the | ||
[documentation](https://github.com/janhq/jan/blob/main/core/README.md). | ||
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So, what are you waiting for? Go ahead and start customizing your plugin! | ||
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{ | ||
"name": "@janhq/inference-triton-trt-llm-extension", | ||
"version": "1.0.0", | ||
"description": "Inference Engine for NVIDIA Triton with TensorRT-LLM Extension integration on Jan extension framework", | ||
"main": "dist/index.js", | ||
"module": "dist/module.js", | ||
"author": "Jan <[email protected]>", | ||
"license": "AGPL-3.0", | ||
"scripts": { | ||
"build": "tsc -b . && webpack --config webpack.config.js", | ||
"build:publish": "rimraf *.tgz --glob && npm run build && npm pack && cpx *.tgz ../../electron/pre-install" | ||
}, | ||
"exports": { | ||
".": "./dist/index.js", | ||
"./main": "./dist/module.js" | ||
}, | ||
"devDependencies": { | ||
"cpx": "^1.5.0", | ||
"rimraf": "^3.0.2", | ||
"webpack": "^5.88.2", | ||
"webpack-cli": "^5.1.4" | ||
}, | ||
"dependencies": { | ||
"@janhq/core": "file:../../core", | ||
"fetch-retry": "^5.0.6", | ||
"path-browserify": "^1.0.1", | ||
"ts-loader": "^9.5.0", | ||
"ulid": "^2.3.0" | ||
}, | ||
"engines": { | ||
"node": ">=18.0.0" | ||
}, | ||
"files": [ | ||
"dist/*", | ||
"package.json", | ||
"README.md" | ||
], | ||
"bundleDependencies": [ | ||
"fetch-retry" | ||
] | ||
} |
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extensions/inference-triton-trtllm-extension/src/@types/global.d.ts
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import { Model } from "@janhq/core"; | ||
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declare const MODULE: string; | ||
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declare interface EngineSettings { | ||
base_url?: string; | ||
} |
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extensions/inference-triton-trtllm-extension/src/helpers/sse.ts
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import { Observable } from "rxjs"; | ||
import { EngineSettings } from "../@types/global"; | ||
import { Model } from "@janhq/core"; | ||
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/** | ||
* Sends a request to the inference server to generate a response based on the recent messages. | ||
* @param recentMessages - An array of recent messages to use as context for the inference. | ||
* @param engine - The engine settings to use for the inference. | ||
* @param model - The model to use for the inference. | ||
* @returns An Observable that emits the generated response as a string. | ||
*/ | ||
export function requestInference( | ||
recentMessages: any[], | ||
engine: EngineSettings, | ||
model: Model, | ||
controller?: AbortController | ||
): Observable<string> { | ||
return new Observable((subscriber) => { | ||
const text_input = recentMessages.map((message) => message.text).join("\n"); | ||
const requestBody = JSON.stringify({ | ||
text_input: text_input, | ||
max_tokens: 4096, | ||
temperature: 0, | ||
bad_words: "", | ||
stop_words: "[DONE]", | ||
stream: true | ||
}); | ||
fetch(`${engine.base_url}/v2/models/ensemble/generate_stream`, { | ||
method: "POST", | ||
headers: { | ||
"Content-Type": "application/json", | ||
Accept: "text/event-stream", | ||
"Access-Control-Allow-Origin": "*", | ||
}, | ||
body: requestBody, | ||
signal: controller?.signal, | ||
}) | ||
.then(async (response) => { | ||
const stream = response.body; | ||
const decoder = new TextDecoder("utf-8"); | ||
const reader = stream?.getReader(); | ||
let content = ""; | ||
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while (true && reader) { | ||
const { done, value } = await reader.read(); | ||
if (done) { | ||
break; | ||
} | ||
const text = decoder.decode(value); | ||
const lines = text.trim().split("\n"); | ||
for (const line of lines) { | ||
if (line.startsWith("data: ") && !line.includes("data: [DONE]")) { | ||
const data = JSON.parse(line.replace("data: ", "")); | ||
content += data.choices[0]?.delta?.content ?? ""; | ||
subscriber.next(content); | ||
} | ||
} | ||
} | ||
subscriber.complete(); | ||
}) | ||
.catch((err) => subscriber.error(err)); | ||
}); | ||
} |
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