import { runWebSearch } from "$lib/server/websearch/runWebSearch"; import { preprocessMessages } from "../endpoints/preprocessMessages"; import { generateTitleForConversation } from "./title"; import { assistantHasDynamicPrompt, assistantHasWebSearch, getAssistantById, processPreprompt, } from "./assistant"; import { getTools, runTools } from "./tools"; import type { WebSearch } from "$lib/types/WebSearch"; import { type MessageUpdate, MessageUpdateType, MessageUpdateStatus, } from "$lib/types/MessageUpdate"; import { generate } from "./generate"; import { mergeAsyncGenerators } from "$lib/utils/mergeAsyncGenerators"; import type { TextGenerationContext } from "./types"; import type { ToolResult } from "$lib/types/Tool"; import { toolHasName } from "../tools/utils"; import directlyAnswer from "../tools/directlyAnswer"; async function* keepAlive(done: AbortSignal): AsyncGenerator { while (!done.aborted) { yield { type: MessageUpdateType.Status, status: MessageUpdateStatus.KeepAlive, }; await new Promise((resolve) => setTimeout(resolve, 100)); } } export async function* textGeneration(ctx: TextGenerationContext) { const done = new AbortController(); const titleGen = generateTitleForConversation(ctx.conv); const textGen = textGenerationWithoutTitle(ctx, done); const keepAliveGen = keepAlive(done.signal); // keep alive until textGen is done yield* mergeAsyncGenerators([titleGen, textGen, keepAliveGen]); } async function* textGenerationWithoutTitle( ctx: TextGenerationContext, done: AbortController ): AsyncGenerator { yield { type: MessageUpdateType.Status, status: MessageUpdateStatus.Started, }; ctx.assistant ??= await getAssistantById(ctx.conv.assistantId); const { model, conv, messages, assistant, isContinue, webSearch, toolsPreference } = ctx; const convId = conv._id; let webSearchResult: WebSearch | undefined; // run websearch if: // - it's not continuing a previous message // - AND the model doesn't support tools and websearch is selected // - OR the assistant has websearch enabled (no tools for assistants for now) if (!isContinue && ((webSearch && !conv.assistantId) || assistantHasWebSearch(assistant))) { webSearchResult = yield* runWebSearch(conv, messages, assistant?.rag); } let preprompt = conv.preprompt; if (assistantHasDynamicPrompt(assistant) && preprompt) { preprompt = await processPreprompt(preprompt, messages.at(-1)?.content); if (messages[0].from === "system") messages[0].content = preprompt; } let toolResults: ToolResult[] = []; let tools = model.tools ? await getTools(toolsPreference, ctx.assistant) : undefined; if (tools) { const toolCallsRequired = tools.some((tool) => !toolHasName(directlyAnswer.name, tool)); if (toolCallsRequired) { toolResults = yield* runTools(ctx, tools, preprompt); } else tools = undefined; } const processedMessages = await preprocessMessages(messages, webSearchResult, convId); yield* generate({ ...ctx, messages: processedMessages }, toolResults, preprompt); done.abort(); }