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victor HF Staff
MCP (#1981)
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import { preprocessMessages } from "../endpoints/preprocessMessages";
import { generateTitleForConversation } from "./title";
import {
type MessageUpdate,
MessageUpdateType,
MessageUpdateStatus,
} from "$lib/types/MessageUpdate";
import { generate } from "./generate";
import { runMcpFlow } from "./mcp/runMcpFlow";
import { mergeAsyncGenerators } from "$lib/utils/mergeAsyncGenerators";
import type { TextGenerationContext } from "./types";
async function* keepAlive(done: AbortSignal): AsyncGenerator<MessageUpdate, undefined, undefined> {
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, ctx.locals);
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<MessageUpdate, undefined, undefined> {
yield {
type: MessageUpdateType.Status,
status: MessageUpdateStatus.Started,
};
const { conv, messages } = ctx;
const convId = conv._id;
const preprompt = conv.preprompt;
const processedMessages = await preprocessMessages(messages, convId);
// Try MCP tool flow first; fall back to default generation if not selected/available
try {
const mcpGen = runMcpFlow({
model: ctx.model,
conv,
messages: processedMessages,
assistant: ctx.assistant,
forceMultimodal: ctx.forceMultimodal,
forceTools: ctx.forceTools,
locals: ctx.locals,
preprompt,
abortSignal: ctx.abortController.signal,
});
let step = await mcpGen.next();
while (!step.done) {
yield step.value;
step = await mcpGen.next();
}
const didRunMcp = Boolean(step.value);
if (!didRunMcp) {
// fallback to normal text generation
yield* generate({ ...ctx, messages: processedMessages }, preprompt);
}
} catch {
// On any MCP error, fall back to normal generation
yield* generate({ ...ctx, messages: processedMessages }, preprompt);
}
done.abort();
}