| import { MESSAGES_BEFORE_LOGIN, RATE_LIMIT } from "$env/static/private"; | |
| import { buildPrompt } from "$lib/buildPrompt"; | |
| import { PUBLIC_SEP_TOKEN } from "$lib/constants/publicSepToken"; | |
| import { abortedGenerations } from "$lib/server/abortedGenerations"; | |
| import { authCondition, requiresUser } from "$lib/server/auth"; | |
| import { collections } from "$lib/server/database"; | |
| import { modelEndpoint } from "$lib/server/modelEndpoint"; | |
| import { models } from "$lib/server/models"; | |
| import { ERROR_MESSAGES } from "$lib/stores/errors.js"; | |
| import type { Message } from "$lib/types/Message"; | |
| import { concatUint8Arrays } from "$lib/utils/concatUint8Arrays"; | |
| import { streamToAsyncIterable } from "$lib/utils/streamToAsyncIterable"; | |
| import { trimPrefix } from "$lib/utils/trimPrefix"; | |
| import { trimSuffix } from "$lib/utils/trimSuffix"; | |
| import type { TextGenerationStreamOutput } from "@huggingface/inference"; | |
| import { error } from "@sveltejs/kit"; | |
| import { z } from "zod"; | |
| import { AwsClient } from "aws4fetch"; | |
| import { pipeline } from "@xenova/transformers"; | |
| export async function POST({ request, fetch, locals, params }) { | |
| /*const id = z.string().parse(params.id); | |
| const date = new Date(); | |
| let generated_text = ""; | |
| const userId = locals.user?._id ?? locals.sessionId; | |
| if (!userId) { | |
| throw error(401, "Unauthorized"); | |
| } | |
| const conv = await collections.conversations.findOne({ | |
| _id: convId, | |
| ...authCondition(locals), | |
| }); | |
| if (!conv) { | |
| throw error(404, "Conversation not found"); | |
| } | |
| if ( | |
| !locals.user?._id && | |
| requiresUser && | |
| conv.messages.length > (MESSAGES_BEFORE_LOGIN ? parseInt(MESSAGES_BEFORE_LOGIN) : 0) | |
| ) { | |
| throw error(429, "Exceeded number of messages before login"); | |
| } | |
| const nEvents = await collections.messageEvents.countDocuments({ userId }); | |
| if (RATE_LIMIT != "" && nEvents > parseInt(RATE_LIMIT)) { | |
| throw error(429, ERROR_MESSAGES.rateLimited); | |
| } | |
| const model = models.find((m) => m.id === conv.model); | |
| const settings = await collections.settings.findOne(authCondition(locals)); | |
| if (!model) { | |
| throw error(410, "Model not available anymore"); | |
| } | |
| const json = await request.json(); | |
| const { | |
| inputs: newPrompt, | |
| options: { id: messageId, is_retry, web_search_id, response_id: responseId }, | |
| } = z | |
| .object({ | |
| inputs: z.string().trim().min(1), | |
| options: z.object({ | |
| id: z.optional(z.string().uuid()), | |
| response_id: z.optional(z.string().uuid()), | |
| is_retry: z.optional(z.boolean()), | |
| web_search_id: z.ostring(), | |
| }), | |
| }) | |
| .parse(json); | |
| const messages = (() => { | |
| if (is_retry && messageId) { | |
| let retryMessageIdx = conv.messages.findIndex((message) => message.id === messageId); | |
| if (retryMessageIdx === -1) { | |
| retryMessageIdx = conv.messages.length; | |
| } | |
| return [ | |
| ...conv.messages.slice(0, retryMessageIdx), | |
| { content: newPrompt, from: "user", id: messageId as Message["id"], updatedAt: new Date() }, | |
| ]; | |
| } | |
| return [ | |
| ...conv.messages, | |
| { | |
| content: newPrompt, | |
| from: "user", | |
| id: (messageId as Message["id"]) || crypto.randomUUID(), | |
| createdAt: new Date(), | |
| updatedAt: new Date(), | |
| }, | |
| ]; | |
| })() satisfies Message[]; | |
| const prompt = await buildPrompt({ | |
| messages, | |
| model, | |
| webSearchId: web_search_id, | |
| preprompt: settings?.customPrompts?.[model.id] ?? model.preprompt, | |
| locals: locals, | |
| }); | |
| const randomEndpoint = modelEndpoint(model); | |
| console.log(randomEndpoint); | |
| const abortController = new AbortController(); | |
| let stream1 = new ReadableStream<Uint8Array>(); | |
| let stream2 = new ReadableStream<Uint8Array>(); | |
| async function saveMessage() { | |
| // We could also check if PUBLIC_ASSISTANT_MESSAGE_TOKEN is present and use it to slice the text | |
| if (generated_text.startsWith(prompt)) { | |
| generated_text = generated_text.slice(prompt.length); | |
| } | |
| generated_text = trimSuffix( | |
| trimPrefix(generated_text, "<|startoftext|>"), | |
| PUBLIC_SEP_TOKEN | |
| ).trimEnd(); | |
| for (const stop of [...(model?.parameters?.stop ?? []), "<|endoftext|>"]) { | |
| if (generated_text.endsWith(stop)) { | |
| generated_text = generated_text.slice(0, -stop.length).trimEnd(); | |
| } | |
| } | |
| messages.push({ | |
| from: "assistant", | |
| content: generated_text, | |
| webSearchId: web_search_id, | |
| id: (responseId as Message["id"]) || crypto.randomUUID(), | |
| createdAt: new Date(), | |
| updatedAt: new Date(), | |
| }); | |
| await collections.messageEvents.insertOne({ | |
| userId: userId, | |
| createdAt: new Date(), | |
| }); | |
| await collections.conversations.updateOne( | |
| { | |
| _id: convId, | |
| }, | |
| { | |
| $set: { | |
| messages, | |
| updatedAt: new Date(), | |
| }, | |
| } | |
| ); | |
| } | |
| saveMessage().catch(console.error);*/ | |
| // Todo: maybe we should wait for the message to be saved before ending the response - in case of errors | |
| return new Response(undefined, { | |
| headers: undefined, | |
| status: 200, | |
| statusText: "", | |
| }); | |
| } | |
| export async function DELETE({ locals, params }) { | |
| /*const conv = await collections.conversations.findOne({ | |
| _id: convId, | |
| ...authCondition(locals), | |
| }); | |
| await collections.conversations.deleteOne({ _id: conv._id });*/ | |
| return new Response(); | |
| } | |
| async function parseGeneratedText( | |
| stream: ReadableStream, | |
| conversationId: ObjectId, | |
| promptedAt: Date, | |
| abortController: AbortController | |
| ): Promise<string> { | |
| const inputs: Uint8Array[] = []; | |
| for await (const input of streamToAsyncIterable(stream)) { | |
| inputs.push(input); | |
| const date = abortedGenerations.get(conversationId.toString()); | |
| if (date && date > promptedAt) { | |
| abortController.abort("Cancelled by user"); | |
| const completeInput = concatUint8Arrays(inputs); | |
| const lines = new TextDecoder() | |
| .decode(completeInput) | |
| .split("\n") | |
| .filter((line) => line.startsWith("data:")); | |
| const tokens = lines.map((line) => { | |
| try { | |
| const json: TextGenerationStreamOutput = JSON.parse(line.slice("data:".length)); | |
| return json.token.text; | |
| } catch { | |
| return ""; | |
| } | |
| }); | |
| return tokens.join(""); | |
| } | |
| } | |
| // Merge inputs into a single Uint8Array | |
| const completeInput = concatUint8Arrays(inputs); | |
| // Get last line starting with "data:" and parse it as JSON to get the generated text | |
| const message = new TextDecoder().decode(completeInput); | |
| let lastIndex = message.lastIndexOf("\ndata:"); | |
| if (lastIndex === -1) { | |
| lastIndex = message.indexOf("data"); | |
| } | |
| if (lastIndex === -1) { | |
| console.error("Could not parse last message", message); | |
| } | |
| let lastMessage = message.slice(lastIndex).trim().slice("data:".length); | |
| if (lastMessage.includes("\n")) { | |
| lastMessage = lastMessage.slice(0, lastMessage.indexOf("\n")); | |
| } | |
| const lastMessageJSON = JSON.parse(lastMessage); | |
| if (lastMessageJSON.error) { | |
| throw new Error(lastMessageJSON.error); | |
| } | |
| const res = lastMessageJSON.generated_text; | |
| if (typeof res !== "string") { | |
| throw new Error("Could not parse generated text"); | |
| } | |
| return res; | |
| } | |
| export async function PATCH({ request, locals, params }) { | |
| /*const { title } = z | |
| .object({ title: z.string().trim().min(1).max(100) }) | |
| .parse(await request.json()); | |
| const convId = new ObjectId(params.id); | |
| const conv = await collections.conversations.findOne({ | |
| _id: convId, | |
| ...authCondition(locals), | |
| }); | |
| if (!conv) { | |
| throw error(404, "Conversation not found"); | |
| } | |
| await collections.conversations.updateOne( | |
| { | |
| _id: convId, | |
| }, | |
| { | |
| $set: { | |
| title, | |
| }, | |
| } | |
| );*/ | |
| return new Response(); | |
| } | |