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refactor: inference plugin - deprecate function registering #537
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louis-jan
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feat/revamp-plugin-arch
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feat/inference-plugin-revamp
Nov 4, 2023
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1 +1,3 @@ | ||
| export { ConversationalPlugin } from './conversational' | ||
| export { InferencePlugin } from './inference' | ||
| export { ModelPlugin } from './model' |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,8 @@ | ||
| import { NewMessageRequest } from "../events"; | ||
| import { JanPlugin } from "../plugin"; | ||
|
|
||
| export abstract class InferencePlugin extends JanPlugin { | ||
| abstract initModel(modelFileName: string): Promise<void>; | ||
| abstract stopModel(): Promise<void>; | ||
| abstract inferenceRequest(data: NewMessageRequest): Promise<any> | ||
| } | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
|
|
@@ -2,7 +2,6 @@ | |
| "name": "@janhq/inference-plugin", | ||
| "version": "1.0.20", | ||
| "description": "Inference Plugin, powered by @janhq/nitro, bring a high-performance Llama model inference in pure C++.", | ||
| "icon": "https://raw.githubusercontent.com/tailwindlabs/heroicons/88e98b0c2b458553fbadccddc2d2f878edc0387b/src/20/solid/command-line.svg", | ||
| "main": "dist/index.js", | ||
| "module": "dist/module.js", | ||
| "author": "Jan <[email protected]>", | ||
|
|
||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,2 @@ | ||
| declare const MODULE: string; | ||
| declare const INFERENCE_URL: string; |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,52 @@ | ||
| import { Observable } from "rxjs"; | ||
| /** | ||
| * 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. | ||
| * @returns An Observable that emits the generated response as a string. | ||
| */ | ||
| export function requestInference(recentMessages: any[]): Observable<string> { | ||
| return new Observable((subscriber) => { | ||
| const requestBody = JSON.stringify({ | ||
| messages: recentMessages, | ||
| stream: true, | ||
| model: "gpt-3.5-turbo", | ||
| max_tokens: 2048, | ||
| }); | ||
| fetch(INFERENCE_URL, { | ||
| method: "POST", | ||
| headers: { | ||
| "Content-Type": "application/json", | ||
| Accept: "text/event-stream", | ||
| "Access-Control-Allow-Origin": "*", | ||
| }, | ||
| body: requestBody, | ||
| }) | ||
| .then(async (response) => { | ||
| const stream = response.body; | ||
| const decoder = new TextDecoder("utf-8"); | ||
| const reader = stream?.getReader(); | ||
| let content = ""; | ||
|
|
||
| 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 ?? ""; | ||
| if (content.startsWith("assistant: ")) { | ||
| content = content.replace("assistant: ", ""); | ||
| } | ||
| subscriber.next(content); | ||
| } | ||
| } | ||
| } | ||
| subscriber.complete(); | ||
| }) | ||
| .catch((err) => subscriber.error(err)); | ||
| }); | ||
| } |
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TODO: Give response type here