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* fix: parse kimi tagged tool calls * fix: parse kimi tagged tool calls (#60051) * fix: parse kimi tagged tool calls (#60051)
182 lines
5.4 KiB
TypeScript
182 lines
5.4 KiB
TypeScript
import type { StreamFn } from "@mariozechner/pi-agent-core";
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import { streamSimple } from "@mariozechner/pi-ai";
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const TOOL_CALLS_SECTION_BEGIN = "<|tool_calls_section_begin|>";
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const TOOL_CALLS_SECTION_END = "<|tool_calls_section_end|>";
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const TOOL_CALL_BEGIN = "<|tool_call_begin|>";
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const TOOL_CALL_ARGUMENT_BEGIN = "<|tool_call_argument_begin|>";
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const TOOL_CALL_END = "<|tool_call_end|>";
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type KimiToolCallBlock = {
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type: "toolCall";
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id: string;
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name: string;
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arguments: Record<string, unknown>;
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};
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function stripTaggedToolCallCounter(value: string): string {
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return value.trim().replace(/:\d+$/, "");
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}
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function parseKimiTaggedToolCalls(text: string): KimiToolCallBlock[] | null {
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const trimmed = text.trim();
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// Kimi emits tagged tool-call sections as standalone text blocks on this path.
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if (!trimmed.startsWith(TOOL_CALLS_SECTION_BEGIN) || !trimmed.endsWith(TOOL_CALLS_SECTION_END)) {
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return null;
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}
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let cursor = TOOL_CALLS_SECTION_BEGIN.length;
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const sectionEndIndex = trimmed.length - TOOL_CALLS_SECTION_END.length;
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const toolCalls: KimiToolCallBlock[] = [];
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while (cursor < sectionEndIndex) {
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while (cursor < sectionEndIndex && /\s/.test(trimmed[cursor] ?? "")) {
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cursor += 1;
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}
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if (cursor >= sectionEndIndex) {
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break;
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}
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if (!trimmed.startsWith(TOOL_CALL_BEGIN, cursor)) {
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return null;
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}
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const nameStart = cursor + TOOL_CALL_BEGIN.length;
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const argMarkerIndex = trimmed.indexOf(TOOL_CALL_ARGUMENT_BEGIN, nameStart);
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if (argMarkerIndex < 0 || argMarkerIndex >= sectionEndIndex) {
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return null;
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}
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const rawId = trimmed.slice(nameStart, argMarkerIndex).trim();
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if (!rawId) {
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return null;
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}
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const argsStart = argMarkerIndex + TOOL_CALL_ARGUMENT_BEGIN.length;
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const callEndIndex = trimmed.indexOf(TOOL_CALL_END, argsStart);
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if (callEndIndex < 0 || callEndIndex > sectionEndIndex) {
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return null;
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}
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const rawArgs = trimmed.slice(argsStart, callEndIndex).trim();
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let parsedArgs: unknown;
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try {
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parsedArgs = JSON.parse(rawArgs);
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} catch {
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return null;
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}
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if (!parsedArgs || typeof parsedArgs !== "object" || Array.isArray(parsedArgs)) {
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return null;
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}
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const name = stripTaggedToolCallCounter(rawId);
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if (!name) {
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return null;
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}
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toolCalls.push({
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type: "toolCall",
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id: rawId,
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name,
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arguments: parsedArgs as Record<string, unknown>,
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});
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cursor = callEndIndex + TOOL_CALL_END.length;
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}
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return toolCalls.length > 0 ? toolCalls : null;
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}
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function rewriteKimiTaggedToolCallsInMessage(message: unknown): void {
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if (!message || typeof message !== "object") {
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return;
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}
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const content = (message as { content?: unknown }).content;
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if (!Array.isArray(content)) {
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return;
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}
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let changed = false;
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const nextContent: unknown[] = [];
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for (const block of content) {
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if (!block || typeof block !== "object") {
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nextContent.push(block);
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continue;
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}
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const typedBlock = block as { type?: unknown; text?: unknown };
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if (typedBlock.type !== "text" || typeof typedBlock.text !== "string") {
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nextContent.push(block);
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continue;
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}
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const parsed = parseKimiTaggedToolCalls(typedBlock.text);
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if (!parsed) {
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nextContent.push(block);
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continue;
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}
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nextContent.push(...parsed);
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changed = true;
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}
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if (!changed) {
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return;
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}
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(message as { content: unknown[] }).content = nextContent;
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const typedMessage = message as { stopReason?: unknown };
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if (typedMessage.stopReason === "stop") {
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typedMessage.stopReason = "toolUse";
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}
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}
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function wrapKimiTaggedToolCalls(
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stream: ReturnType<typeof streamSimple>,
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): ReturnType<typeof streamSimple> {
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const originalResult = stream.result.bind(stream);
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stream.result = async () => {
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const message = await originalResult();
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rewriteKimiTaggedToolCallsInMessage(message);
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return message;
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};
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const originalAsyncIterator = stream[Symbol.asyncIterator].bind(stream);
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(stream as { [Symbol.asyncIterator]: typeof originalAsyncIterator })[Symbol.asyncIterator] =
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function () {
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const iterator = originalAsyncIterator();
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return {
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async next() {
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const result = await iterator.next();
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if (!result.done && result.value && typeof result.value === "object") {
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const event = result.value as {
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partial?: unknown;
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message?: unknown;
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};
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rewriteKimiTaggedToolCallsInMessage(event.partial);
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rewriteKimiTaggedToolCallsInMessage(event.message);
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}
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return result;
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},
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async return(value?: unknown) {
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return iterator.return?.(value) ?? { done: true as const, value: undefined };
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},
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async throw(error?: unknown) {
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return iterator.throw?.(error) ?? { done: true as const, value: undefined };
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},
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};
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};
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return stream;
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}
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export function createKimiToolCallMarkupWrapper(baseStreamFn: StreamFn | undefined): StreamFn {
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const underlying = baseStreamFn ?? streamSimple;
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return (model, context, options) => {
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const maybeStream = underlying(model, context, options);
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if (maybeStream && typeof maybeStream === "object" && "then" in maybeStream) {
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return Promise.resolve(maybeStream).then((stream) => wrapKimiTaggedToolCalls(stream));
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}
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return wrapKimiTaggedToolCalls(maybeStream);
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};
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}
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