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import { MESSAGES_BEFORE_LOGIN, RATE_LIMIT } from "$env/static/private"; | |
import { authCondition, requiresUser } from "$lib/server/auth"; | |
import { collections } from "$lib/server/database"; | |
import { models } from "$lib/server/models"; | |
import { ERROR_MESSAGES } from "$lib/stores/errors"; | |
import type { Message } from "$lib/types/Message"; | |
import { error } from "@sveltejs/kit"; | |
import { ObjectId } from "mongodb"; | |
import { z } from "zod"; | |
import type { MessageUpdate } from "$lib/types/MessageUpdate"; | |
import { runWebSearch } from "$lib/server/websearch/runWebSearch"; | |
import type { WebSearch } from "$lib/types/WebSearch"; | |
import { abortedGenerations } from "$lib/server/abortedGenerations"; | |
import { summarize } from "$lib/server/summarize"; | |
import { uploadFile } from "$lib/server/files/uploadFile"; | |
import sizeof from "image-size"; | |
export async function POST({ request, locals, params, getClientAddress }) { | |
const id = z.string().parse(params.id); | |
const convId = new ObjectId(id); | |
const promptedAt = new Date(); | |
const userId = locals.user?._id ?? locals.sessionId; | |
// check user | |
if (!userId) { | |
throw error(401, "Unauthorized"); | |
} | |
// check if the user has access to the conversation | |
const conv = await collections.conversations.findOne({ | |
_id: convId, | |
...authCondition(locals), | |
}); | |
if (!conv) { | |
throw error(404, "Conversation not found"); | |
} | |
// register the event for ratelimiting | |
await collections.messageEvents.insertOne({ | |
userId, | |
createdAt: new Date(), | |
ip: getClientAddress(), | |
}); | |
// guest mode check | |
if ( | |
!locals.user?._id && | |
requiresUser && | |
(MESSAGES_BEFORE_LOGIN ? parseInt(MESSAGES_BEFORE_LOGIN) : 0) > 0 | |
) { | |
const totalMessages = | |
( | |
await collections.conversations | |
.aggregate([ | |
{ $match: authCondition(locals) }, | |
{ $project: { messages: 1 } }, | |
{ $unwind: "$messages" }, | |
{ $match: { "messages.from": "assistant" } }, | |
{ $count: "messages" }, | |
]) | |
.toArray() | |
)[0]?.messages ?? 0; | |
if (totalMessages > parseInt(MESSAGES_BEFORE_LOGIN)) { | |
throw error(429, "Exceeded number of messages before login"); | |
} | |
} | |
// check if the user is rate limited | |
const nEvents = Math.max( | |
await collections.messageEvents.countDocuments({ userId }), | |
await collections.messageEvents.countDocuments({ ip: getClientAddress() }) | |
); | |
if (RATE_LIMIT != "" && nEvents > parseInt(RATE_LIMIT)) { | |
throw error(429, ERROR_MESSAGES.rateLimited); | |
} | |
// fetch the model | |
const model = models.find((m) => m.id === conv.model); | |
if (!model) { | |
throw error(410, "Model not available anymore"); | |
} | |
// finally parse the content of the request | |
const json = await request.json(); | |
const { | |
inputs: newPrompt, | |
id: messageId, | |
is_retry: isRetry, | |
is_continue: isContinue, | |
web_search: webSearch, | |
files: b64files, | |
} = z | |
.object({ | |
inputs: z.optional(z.string().trim().min(1)), | |
id: z.optional(z.string().uuid()), | |
is_retry: z.optional(z.boolean()), | |
is_continue: z.optional(z.boolean()), | |
web_search: z.optional(z.boolean()), | |
files: z.optional(z.array(z.string())), | |
}) | |
.parse(json); | |
// files is an array of base64 strings encoding Blob objects | |
// we need to convert this array to an array of File objects | |
const files = b64files?.map((file) => { | |
const blob = Buffer.from(file, "base64"); | |
return new File([blob], "image.png"); | |
}); | |
// check sizes | |
if (files) { | |
const filechecks = await Promise.all( | |
files.map(async (file) => { | |
const dimensions = sizeof(Buffer.from(await file.arrayBuffer())); | |
return ( | |
file.size > 2 * 1024 * 1024 || | |
(dimensions.width ?? 0) > 224 || | |
(dimensions.height ?? 0) > 224 | |
); | |
}) | |
); | |
if (filechecks.some((check) => check)) { | |
throw error(413, "File too large, should be <2MB and 224x224 max."); | |
} | |
} | |
let hashes: undefined | string[]; | |
if (files) { | |
hashes = await Promise.all(files.map(async (file) => await uploadFile(file, conv))); | |
} | |
// can only call isContinue on the last message id | |
if (isContinue && conv.messages[conv.messages.length - 1].id !== messageId) { | |
throw error(400, "Can only continue the last message"); | |
} | |
// get the list of messages | |
// while checking for retries | |
let messages = (() => { | |
// for retries we slice and rewrite the last user message | |
if (isRetry && messageId) { | |
// if the message is a retry, replace the message and remove the messages after it | |
let retryMessageIdx = conv.messages.findIndex((message) => message.id === messageId); | |
if (retryMessageIdx === -1) { | |
retryMessageIdx = conv.messages.length; | |
} | |
return [ | |
...conv.messages.slice(0, retryMessageIdx), | |
{ | |
content: conv.messages[retryMessageIdx]?.content, | |
from: "user", | |
id: messageId as Message["id"], | |
updatedAt: new Date(), | |
files: conv.messages[retryMessageIdx]?.files, | |
}, | |
]; | |
} else if (isContinue && messageId) { | |
// for continue we do nothing and expand the last assistant message | |
return conv.messages; | |
} else { | |
// in normal conversation we add an extra user message | |
return [ | |
...conv.messages, | |
{ | |
content: newPrompt ?? "", | |
from: "user", | |
id: (messageId as Message["id"]) || crypto.randomUUID(), | |
createdAt: new Date(), | |
updatedAt: new Date(), | |
files: hashes, | |
}, | |
]; | |
} // else append the message at the bottom | |
})() satisfies Message[]; | |
await collections.conversations.updateOne( | |
{ | |
_id: convId, | |
}, | |
{ | |
$set: { | |
messages, | |
title: conv.title, | |
updatedAt: new Date(), | |
}, | |
} | |
); | |
let doneStreaming = false; | |
// we now build the stream | |
const stream = new ReadableStream({ | |
async start(controller) { | |
const updates: MessageUpdate[] = isContinue | |
? conv.messages[conv.messages.length - 1].updates ?? [] | |
: []; | |
function update(newUpdate: MessageUpdate) { | |
if (newUpdate.type !== "stream") { | |
updates.push(newUpdate); | |
} | |
if (newUpdate.type === "stream" && newUpdate.token === "") { | |
return; | |
} | |
controller.enqueue(JSON.stringify(newUpdate) + "\n"); | |
if (newUpdate.type === "finalAnswer") { | |
// 4096 of spaces to make sure the browser doesn't blocking buffer that holding the response | |
controller.enqueue(" ".repeat(4096)); | |
} | |
} | |
update({ type: "status", status: "started" }); | |
const summarizeIfNeeded = (async () => { | |
if (conv.title === "New Chat" && messages.length === 1) { | |
try { | |
conv.title = (await summarize(messages[0].content)) ?? conv.title; | |
update({ type: "status", status: "title", message: conv.title }); | |
} catch (e) { | |
console.error(e); | |
} | |
} | |
})(); | |
await collections.conversations.updateOne( | |
{ | |
_id: convId, | |
}, | |
{ | |
$set: { | |
messages, | |
title: conv.title, | |
updatedAt: new Date(), | |
}, | |
} | |
); | |
let webSearchResults: WebSearch | undefined; | |
if (webSearch && !isContinue) { | |
webSearchResults = await runWebSearch(conv, messages[messages.length - 1].content, update); | |
messages[messages.length - 1].webSearch = webSearchResults; | |
} else if (isContinue) { | |
webSearchResults = messages[messages.length - 1].webSearch; | |
} | |
conv.messages = messages; | |
const previousContent = isContinue | |
? conv.messages.find((message) => message.id === messageId)?.content ?? "" | |
: ""; | |
try { | |
const endpoint = await model.getEndpoint(); | |
for await (const output of await endpoint({ conversation: conv, continue: isContinue })) { | |
// if not generated_text is here it means the generation is not done | |
if (!output.generated_text) { | |
// else we get the next token | |
if (!output.token.special) { | |
update({ | |
type: "stream", | |
token: output.token.text, | |
}); | |
// if the last message is not from assistant, it means this is the first token | |
const lastMessage = messages[messages.length - 1]; | |
if (lastMessage?.from !== "assistant") { | |
// so we create a new message | |
messages = [ | |
...messages, | |
// id doesn't match the backend id but it's not important for assistant messages | |
// First token has a space at the beginning, trim it | |
{ | |
from: "assistant", | |
content: output.token.text.trimStart(), | |
webSearch: webSearchResults, | |
updates, | |
id: crypto.randomUUID(), | |
createdAt: new Date(), | |
updatedAt: new Date(), | |
}, | |
]; | |
} else { | |
// abort check | |
const date = abortedGenerations.get(convId.toString()); | |
if (date && date > promptedAt) { | |
break; | |
} | |
if (!output) { | |
break; | |
} | |
// otherwise we just concatenate tokens | |
lastMessage.content += output.token.text; | |
} | |
} | |
} else { | |
let interrupted = !output.token.special; | |
// add output.generated text to the last message | |
// strip end tokens from the output.generated_text | |
const text = (model.parameters.stop ?? []).reduce((acc: string, curr: string) => { | |
if (acc.endsWith(curr)) { | |
interrupted = false; | |
return acc.slice(0, acc.length - curr.length); | |
} | |
return acc; | |
}, output.generated_text.trimEnd()); | |
messages = [ | |
...messages.slice(0, -1), | |
{ | |
...messages[messages.length - 1], | |
content: previousContent + text, | |
interrupted, // if its a special token it finished on its own, else it was interrupted | |
updates, | |
updatedAt: new Date(), | |
}, | |
]; | |
} | |
} | |
} catch (e) { | |
update({ type: "status", status: "error", message: (e as Error).message }); | |
} | |
await collections.conversations.updateOne( | |
{ | |
_id: convId, | |
}, | |
{ | |
$set: { | |
messages, | |
title: conv?.title, | |
updatedAt: new Date(), | |
}, | |
} | |
); | |
// used to detect if cancel() is called bc of interrupt or just because the connection closes | |
doneStreaming = true; | |
update({ | |
type: "finalAnswer", | |
text: messages[messages.length - 1].content, | |
}); | |
await summarizeIfNeeded; | |
controller.close(); | |
return; | |
}, | |
async cancel() { | |
if (!doneStreaming) { | |
await collections.conversations.updateOne( | |
{ | |
_id: convId, | |
}, | |
{ | |
$set: { | |
messages, | |
title: conv.title, | |
updatedAt: new Date(), | |
}, | |
} | |
); | |
} | |
}, | |
}); | |
// Todo: maybe we should wait for the message to be saved before ending the response - in case of errors | |
return new Response(stream); | |
} | |
export async function DELETE({ locals, params }) { | |
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.deleteOne({ _id: conv._id }); | |
return new Response(); | |
} | |
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(); | |
} | |