mirror of
https://fastgit.cc/github.com/openclaw/openclaw
synced 2026-04-21 05:12:57 +08:00
213 lines
6.4 KiB
TypeScript
213 lines
6.4 KiB
TypeScript
import type { StreamFn } from "@mariozechner/pi-agent-core";
|
|
import { streamSimple } from "@mariozechner/pi-ai";
|
|
import type { ProviderWrapStreamFnContext } from "openclaw/plugin-sdk/plugin-entry";
|
|
import {
|
|
streamWithPayloadPatch,
|
|
wrapStreamMessageObjects,
|
|
} from "openclaw/plugin-sdk/provider-stream-shared";
|
|
import { normalizeOptionalLowercaseString } from "openclaw/plugin-sdk/text-runtime";
|
|
|
|
const TOOL_CALLS_SECTION_BEGIN = "<|tool_calls_section_begin|>";
|
|
const TOOL_CALLS_SECTION_END = "<|tool_calls_section_end|>";
|
|
const TOOL_CALL_BEGIN = "<|tool_call_begin|>";
|
|
const TOOL_CALL_ARGUMENT_BEGIN = "<|tool_call_argument_begin|>";
|
|
const TOOL_CALL_END = "<|tool_call_end|>";
|
|
|
|
type KimiToolCallBlock = {
|
|
type: "toolCall";
|
|
id: string;
|
|
name: string;
|
|
arguments: Record<string, unknown>;
|
|
};
|
|
|
|
type KimiThinkingType = "enabled" | "disabled";
|
|
type KimiThinkingLevel = "off" | "minimal" | "low" | "medium" | "high" | "xhigh" | "adaptive";
|
|
|
|
function normalizeKimiThinkingType(value: unknown): KimiThinkingType | undefined {
|
|
if (typeof value === "boolean") {
|
|
return value ? "enabled" : "disabled";
|
|
}
|
|
if (typeof value === "string") {
|
|
const normalized = normalizeOptionalLowercaseString(value);
|
|
if (!normalized) {
|
|
return undefined;
|
|
}
|
|
if (["enabled", "enable", "on", "true"].includes(normalized)) {
|
|
return "enabled";
|
|
}
|
|
if (["disabled", "disable", "off", "false"].includes(normalized)) {
|
|
return "disabled";
|
|
}
|
|
return undefined;
|
|
}
|
|
if (value && typeof value === "object" && !Array.isArray(value)) {
|
|
return normalizeKimiThinkingType((value as Record<string, unknown>).type);
|
|
}
|
|
return undefined;
|
|
}
|
|
|
|
export function resolveKimiThinkingType(params: {
|
|
configuredThinking: unknown;
|
|
thinkingLevel?: KimiThinkingLevel;
|
|
}): KimiThinkingType {
|
|
const configured = normalizeKimiThinkingType(params.configuredThinking);
|
|
if (configured) {
|
|
return configured;
|
|
}
|
|
if (!params.thinkingLevel || params.thinkingLevel === "off") {
|
|
return "disabled";
|
|
}
|
|
return "enabled";
|
|
}
|
|
|
|
function stripTaggedToolCallCounter(value: string): string {
|
|
return value.trim().replace(/:\d+$/, "");
|
|
}
|
|
|
|
function parseKimiTaggedToolCalls(text: string): KimiToolCallBlock[] | null {
|
|
const trimmed = text.trim();
|
|
// Kimi emits tagged tool-call sections as standalone text blocks on this path.
|
|
if (!trimmed.startsWith(TOOL_CALLS_SECTION_BEGIN) || !trimmed.endsWith(TOOL_CALLS_SECTION_END)) {
|
|
return null;
|
|
}
|
|
|
|
let cursor = TOOL_CALLS_SECTION_BEGIN.length;
|
|
const sectionEndIndex = trimmed.length - TOOL_CALLS_SECTION_END.length;
|
|
const toolCalls: KimiToolCallBlock[] = [];
|
|
|
|
while (cursor < sectionEndIndex) {
|
|
while (cursor < sectionEndIndex && /\s/.test(trimmed[cursor] ?? "")) {
|
|
cursor += 1;
|
|
}
|
|
if (cursor >= sectionEndIndex) {
|
|
break;
|
|
}
|
|
if (!trimmed.startsWith(TOOL_CALL_BEGIN, cursor)) {
|
|
return null;
|
|
}
|
|
|
|
const nameStart = cursor + TOOL_CALL_BEGIN.length;
|
|
const argMarkerIndex = trimmed.indexOf(TOOL_CALL_ARGUMENT_BEGIN, nameStart);
|
|
if (argMarkerIndex < 0 || argMarkerIndex >= sectionEndIndex) {
|
|
return null;
|
|
}
|
|
|
|
const rawId = trimmed.slice(nameStart, argMarkerIndex).trim();
|
|
if (!rawId) {
|
|
return null;
|
|
}
|
|
|
|
const argsStart = argMarkerIndex + TOOL_CALL_ARGUMENT_BEGIN.length;
|
|
const callEndIndex = trimmed.indexOf(TOOL_CALL_END, argsStart);
|
|
if (callEndIndex < 0 || callEndIndex > sectionEndIndex) {
|
|
return null;
|
|
}
|
|
|
|
const rawArgs = trimmed.slice(argsStart, callEndIndex).trim();
|
|
let parsedArgs: unknown;
|
|
try {
|
|
parsedArgs = JSON.parse(rawArgs);
|
|
} catch {
|
|
return null;
|
|
}
|
|
if (!parsedArgs || typeof parsedArgs !== "object" || Array.isArray(parsedArgs)) {
|
|
return null;
|
|
}
|
|
|
|
const name = stripTaggedToolCallCounter(rawId);
|
|
if (!name) {
|
|
return null;
|
|
}
|
|
|
|
toolCalls.push({
|
|
type: "toolCall",
|
|
id: rawId,
|
|
name,
|
|
arguments: parsedArgs as Record<string, unknown>,
|
|
});
|
|
|
|
cursor = callEndIndex + TOOL_CALL_END.length;
|
|
}
|
|
|
|
return toolCalls.length > 0 ? toolCalls : null;
|
|
}
|
|
|
|
function rewriteKimiTaggedToolCallsInMessage(message: unknown): void {
|
|
if (!message || typeof message !== "object") {
|
|
return;
|
|
}
|
|
|
|
const content = (message as { content?: unknown }).content;
|
|
if (!Array.isArray(content)) {
|
|
return;
|
|
}
|
|
|
|
let changed = false;
|
|
const nextContent: unknown[] = [];
|
|
for (const block of content) {
|
|
if (!block || typeof block !== "object") {
|
|
nextContent.push(block);
|
|
continue;
|
|
}
|
|
const typedBlock = block as { type?: unknown; text?: unknown };
|
|
if (typedBlock.type !== "text" || typeof typedBlock.text !== "string") {
|
|
nextContent.push(block);
|
|
continue;
|
|
}
|
|
|
|
const parsed = parseKimiTaggedToolCalls(typedBlock.text);
|
|
if (!parsed) {
|
|
nextContent.push(block);
|
|
continue;
|
|
}
|
|
|
|
nextContent.push(...parsed);
|
|
changed = true;
|
|
}
|
|
|
|
if (!changed) {
|
|
return;
|
|
}
|
|
|
|
(message as { content: unknown[] }).content = nextContent;
|
|
const typedMessage = message as { stopReason?: unknown };
|
|
if (typedMessage.stopReason === "stop") {
|
|
typedMessage.stopReason = "toolUse";
|
|
}
|
|
}
|
|
|
|
export function createKimiToolCallMarkupWrapper(baseStreamFn: StreamFn | undefined): StreamFn {
|
|
const underlying = baseStreamFn ?? streamSimple;
|
|
return (model, context, options) => {
|
|
const maybeStream = underlying(model, context, options);
|
|
if (maybeStream && typeof maybeStream === "object" && "then" in maybeStream) {
|
|
return Promise.resolve(maybeStream).then((stream) =>
|
|
wrapStreamMessageObjects(stream, rewriteKimiTaggedToolCallsInMessage),
|
|
);
|
|
}
|
|
return wrapStreamMessageObjects(maybeStream, rewriteKimiTaggedToolCallsInMessage);
|
|
};
|
|
}
|
|
|
|
export function createKimiThinkingWrapper(
|
|
baseStreamFn: StreamFn | undefined,
|
|
thinkingType: KimiThinkingType,
|
|
): StreamFn {
|
|
const underlying = baseStreamFn ?? streamSimple;
|
|
return (model, context, options) =>
|
|
streamWithPayloadPatch(underlying, model, context, options, (payloadObj) => {
|
|
payloadObj.thinking = { type: thinkingType };
|
|
delete payloadObj.reasoning;
|
|
delete payloadObj.reasoning_effort;
|
|
delete payloadObj.reasoningEffort;
|
|
});
|
|
}
|
|
|
|
export function wrapKimiProviderStream(ctx: ProviderWrapStreamFnContext): StreamFn {
|
|
const thinkingType = resolveKimiThinkingType({
|
|
configuredThinking: ctx.extraParams?.thinking,
|
|
thinkingLevel: ctx.thinkingLevel,
|
|
});
|
|
return createKimiToolCallMarkupWrapper(createKimiThinkingWrapper(ctx.streamFn, thinkingType));
|
|
}
|