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feat: change output & table name into English #59

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3f29f93
feat: replace model
gujieye Jun 15, 2026
14fc293
feat: opt json output & reduce Chinese table name
gujieye Jun 16, 2026
c54f6a6
feat: model recommend use english prompt & output
gujieye Jun 16, 2026
93cecc3
feat: model recommend use english output
gujieye Jun 16, 2026
f816d5c
Merge branch 'main' into feat/update-intent-model
gujieye Jun 16, 2026
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113 changes: 66 additions & 47 deletions packages/cli/src/commands/advisor/recommend.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -29,41 +29,41 @@ function formatContextWindow(tokens: number): string {
}

const MODALITY_LABELS: Record<string, string> = {
Text: "文本",
Image: "图片",
Video: "视频",
Audio: "音频",
Text: "Text",
Image: "Image",
Video: "Video",
Audio: "Audio",
};
const CAPABILITY_LABELS: Record<string, string> = {
TG: "文本生成",
VU: "视觉理解",
IG: "图像生成",
VG: "视频生成",
TTS: "语音合成",
ASR: "语音识别",
Reasoning: "推理",
TG: "Text Gen",
VU: "Vision",
IG: "Image Gen",
VG: "Video Gen",
TTS: "Text-to-Speech",
ASR: "Speech-to-Text",
Reasoning: "Reasoning",
};
const BUDGET_LABELS: Record<string, string> = {
low: "低成本优先",
medium: "适中",
high: "高投入",
low: "Cost-Effective",
medium: "Balanced",
high: "High Investment",
};
const QUALITY_LABELS: Record<string, string> = {
flagship: "旗舰优先",
balanced: "均衡",
"cost-optimized": "性价比优先",
flagship: "Flagship",
balanced: "Balanced",
"cost-optimized": "Value",
};
const PREFERENCE_MODE_LABELS: Record<string, string> = {
scoped: "限定范围",
comparison: "对比评估",
alternative: "替代推荐",
scoped: "Scoped",
comparison: "Comparison",
alternative: "Alternative",
};

function formatIntentSummary(intent: IntentProfile, noColor: boolean): string {
const colorize = noColor ? new Chalk({ level: 0 }) : chalk;

const lines: string[] = [];
lines.push(colorize.cyan.bold("需求理解"));
lines.push(colorize.cyan.bold("Intent Analysis"));

if (intent.taskSummary) {
lines.push("");
Expand All @@ -72,48 +72,48 @@ function formatIntentSummary(intent: IntentProfile, noColor: boolean): string {

if (intent.scenarioHints.length) {
lines.push("");
lines.push(`${colorize.dim("场景特征")} ${intent.scenarioHints.join(" · ")}`);
lines.push(`${colorize.dim("Scenario")} ${intent.scenarioHints.join(" · ")}`);
}

const inputLabels = intent.inputModality.map((mod) => MODALITY_LABELS[mod] ?? mod);
const outputLabels = intent.outputModality.map((mod) => MODALITY_LABELS[mod] ?? mod);
if (inputLabels.length || outputLabels.length) {
lines.push("");
const parts: string[] = [];
if (inputLabels.length) parts.push(`${colorize.dim("输入")} ${inputLabels.join(", ")}`);
if (outputLabels.length) parts.push(`${colorize.dim("输出")} ${outputLabels.join(", ")}`);
if (inputLabels.length) parts.push(`${colorize.dim("Input")} ${inputLabels.join(", ")}`);
if (outputLabels.length) parts.push(`${colorize.dim("Output")} ${outputLabels.join(", ")}`);
lines.push(parts.join(" "));
}

const capLabels = intent.requiredCapabilities.map((cap) => CAPABILITY_LABELS[cap] ?? cap);
if (capLabels.length) {
lines.push(`${colorize.dim("所需能力")} ${capLabels.join(", ")}`);
lines.push(`${colorize.dim("Capabilities")} ${capLabels.join(", ")}`);
}

const budgetLabel = BUDGET_LABELS[intent.budget] ?? intent.budget;
const qualityLabel = QUALITY_LABELS[intent.qualityPreference] ?? intent.qualityPreference;
lines.push("");
lines.push(
`${colorize.dim("预算倾向")} ${budgetLabel} ${colorize.dim("质量偏好")} ${qualityLabel}`,
`${colorize.dim("Budget")} ${budgetLabel} ${colorize.dim("Quality")} ${qualityLabel}`,
);

const preference = intent.modelPreference;
if (preference && preference.mode !== "unconstrained") {
lines.push("");
const modeLabel = PREFERENCE_MODE_LABELS[preference.mode] ?? preference.mode;
const prefParts = [colorize.dim("推荐模式") + ` ${colorize.yellow(modeLabel)}`];
const prefParts = [colorize.dim("Mode") + ` ${colorize.yellow(modeLabel)}`];
if (preference.targets?.length) {
prefParts.push(colorize.dim("目标") + ` ${preference.targets.join(", ")}`);
prefParts.push(colorize.dim("Targets") + ` ${preference.targets.join(", ")}`);
}
if (preference.excludes?.length) {
prefParts.push(colorize.dim("排除") + ` ${preference.excludes.join(", ")}`);
prefParts.push(colorize.dim("Excludes") + ` ${preference.excludes.join(", ")}`);
}
lines.push(prefParts.join(" "));
}

if (intent.segments?.length) {
lines.push("");
lines.push(colorize.dim("任务拆解"));
lines.push(colorize.dim("Pipeline"));
for (const [idx, segment] of intent.segments.entries()) {
const outMods = segment.outputModality.map((mod) => MODALITY_LABELS[mod] ?? mod).join(", ");
lines.push(
Expand All @@ -131,19 +131,19 @@ function formatIntentSummary(intent: IntentProfile, noColor: boolean): string {
});
}

const RECOMMEND_LABELS = ["最佳推荐", "次优选择", "备选参考"];
const RECOMMEND_LABELS = ["Best Pick", "Runner-Up", "Alternative"];

function renderCard(rec: RecommendedModel, index: number, colorize: ChalkInstance): string {
const labelColors = [colorize.green.bold, colorize.blue.bold, colorize.magenta.bold];
const colorFn = labelColors[index] ?? colorize.white.bold;
const label = RECOMMEND_LABELS[index] ?? `推荐 #${index + 1}`;
const label = RECOMMEND_LABELS[index] ?? `#${index + 1}`;

const lines: string[] = [];
lines.push(colorFn(`⬢ 推荐 #${index + 1} — ${label}`));
lines.push(colorFn(`⬢ #${index + 1} — ${label}`));
lines.push("");
lines.push(`${colorize.bold(rec.name)} ${colorize.dim(`(${rec.model})`)}`);
lines.push("");
lines.push(`${colorize.cyan("推荐理由")} ${rec.reason}`);
lines.push(`${colorize.cyan("Why")} ${rec.reason}`);

if (rec.highlights.length) {
lines.push("");
Expand All @@ -153,8 +153,8 @@ function renderCard(rec: RecommendedModel, index: number, colorize: ChalkInstanc
}

const meta: string[] = [];
if (rec.contextWindow) meta.push(`上下文 ${formatContextWindow(rec.contextWindow)}`);
if (rec.maxOutputTokens) meta.push(`最大输出 ${formatContextWindow(rec.maxOutputTokens)}`);
if (rec.contextWindow) meta.push(`Context ${formatContextWindow(rec.contextWindow)}`);
if (rec.maxOutputTokens) meta.push(`Max Output ${formatContextWindow(rec.maxOutputTokens)}`);
if (meta.length) {
lines.push("");
lines.push(colorize.dim(meta.join(" · ")));
Expand All @@ -163,7 +163,7 @@ function renderCard(rec: RecommendedModel, index: number, colorize: ChalkInstanc
const docLink = buildDocLink(rec.docUrl);
if (docLink) {
lines.push("");
lines.push(colorize.dim(`文档 ${docLink}`));
lines.push(colorize.dim(`Docs ${docLink}`));
}

return boxen(lines.join("\n"), {
Expand All @@ -183,7 +183,7 @@ function formatSingleResult(results: RecommendedModel[], noColor: boolean): stri
function formatPipelineResult(summary: string, steps: PipelineStep[], noColor: boolean): string {
const colorize = noColor ? new Chalk({ level: 0 }) : chalk;
const lines: string[] = [];
lines.push(` ${colorize.yellow.bold("⚡ 组合方案")} ${summary}`);
lines.push(` ${colorize.yellow.bold("⚡ Pipeline")} ${summary}`);

for (const [stepIdx, { step, recommendations, warnings }] of steps.entries()) {
lines.push("");
Expand Down Expand Up @@ -247,31 +247,31 @@ export default defineCommand({

if (!userInput.trim()) {
if (isInteractive({ nonInteractive: config.nonInteractive })) {
const hint = await promptText({ message: "描述你的需求:" });
const hint = await promptText({ message: "Describe your requirement:" });
if (!hint) {
process.stderr.write("已取消。\n");
process.stderr.write("Cancelled.\n");
process.exit(1);
}
userInput = hint;
} else {
failIfMissing("message", 'bl advisor recommend "你的需求"');
failIfMissing("message", 'bl advisor recommend "your requirement"');
}
}

const top = 3;
const format = detectOutputFormat(config.output);

const modelsOptions: GetModelsOptions = {
onPrepareStart: () => process.stderr.write("初始化中...\n"),
onPrepareStart: () => process.stderr.write("Initializing model data...\n"),
};
process.stderr.write("正在分析需求...\n");
process.stderr.write("Analyzing your request...\n");
const [allModels, intent] = await Promise.all([
getModels(config, modelsOptions),
analyzeIntent(config, userInput),
]);

if (intent.confidence === 0) {
process.stderr.write("需求分析超时，使用默认参数继续...\n");
process.stderr.write("Intent analysis timed out, using defaults...\n");
} else {
process.stderr.write("\n");
}
Expand All @@ -297,20 +297,39 @@ export default defineCommand({
}

// Stage 3: LLM Ranking
const spinner = createSpinner("正在推荐最佳模型...");
const spinner = createSpinner("Recommending best models...");
spinner.start();

const result = await rankModels(config, candidates, intent, userInput, top);

spinner.stop();

if (isEmptyResult(result)) {
emitBare("暂无满足该需求的模型。");
emitBare("No suitable models found for this request.");
return;
}

if (format !== "text") {
emitResult(result, format);
emitResult(
{
intent: {
taskSummary: intent.taskSummary,
scenarioHints: intent.scenarioHints,
complexity: intent.complexity,
inputModality: intent.inputModality,
outputModality: intent.outputModality,
requiredCapabilities: intent.requiredCapabilities,
budget: intent.budget,
qualityPreference: intent.qualityPreference,
modelPreference:
intent.modelPreference?.mode !== "unconstrained" ? intent.modelPreference : undefined,
segments: intent.segments,
},
result,
candidates: candidates.length,
},
format,
);
return;
}

Expand Down
29 changes: 11 additions & 18 deletions packages/cli/src/commands/quota/check.ts
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -64,9 +64,9 @@ function formatRatio(usage: number, limit: number): string {
function getStatus(usage: number, limit: number): string {
if (limit <= 0) return "-";
const pct = (usage / limit) * 100;
if (pct >= 100) return "已限流";
if (pct >= 80) return "接近限流";
return "正常";
if (pct >= 100) return "Throttled";
if (pct >= 80) return "Near Limit";
return "Normal";
}

function getNestedRecord(
Expand Down Expand Up @@ -193,7 +193,6 @@ function printTable(rows: CheckRow[], noColor: boolean): void {
const yellow = noColor ? (t: string) => t : (t: string) => `\x1b[33m${t}\x1b[0m`;
const red = noColor ? (t: string) => t : (t: string) => `\x1b[31m${t}\x1b[0m`;

const headersCn = ["模型", "RPM 用量/限额", "TPM 用量/限额", "状态"];
const headersEn = ["Model", "RPM Usage/Limit", "TPM Usage/Limit", "Status"];

const tableRows = rows.map((r) => {
Expand All @@ -215,36 +214,30 @@ function printTable(rows: CheckRow[], noColor: boolean): void {
return;
}

const widths = headersCn.map((label, col) =>
Math.max(
displayWidth(label),
displayWidth(headersEn[col]),
...tableRows.map((r) => displayWidth(r.cells[col])),
),
const widths = headersEn.map((label, col) =>
Math.max(displayWidth(label), ...tableRows.map((r) => displayWidth(r.cells[col]))),
);

const cnLine = headersCn.map((label, col) => bold(padEnd(label, widths[col]))).join(" ");
const enLine = headersEn.map((label, col) => dim(padEnd(label, widths[col]))).join(" ");
const headerLine = headersEn.map((label, col) => bold(padEnd(label, widths[col]))).join(" ");
const separator = widths.map((w) => dim("─".repeat(w))).join("──");

process.stdout.write(cnLine + "\n");
process.stdout.write(enLine + "\n");
process.stdout.write(headerLine + "\n");
process.stdout.write(separator + "\n");

const statusCol = 3;
for (const r of tableRows) {
const cells = r.cells.map((cell, col) => {
if (col === statusCol) {
if (cell === "已限流") return red(padEnd(cell, widths[col]));
if (cell === "接近限流") return yellow(padEnd(cell, widths[col]));
if (cell === "正常") return green(padEnd(cell, widths[col]));
if (cell === "Throttled") return red(padEnd(cell, widths[col]));
if (cell === "Near Limit") return yellow(padEnd(cell, widths[col]));
if (cell === "Normal") return green(padEnd(cell, widths[col]));
}
return padEnd(cell, widths[col]);
});
process.stdout.write(cells.join(" ") + "\n");
}

process.stdout.write(dim(`\n共 ${rows.length} 个模型 (Total: ${rows.length})`) + "\n");
process.stdout.write(dim(`\nTotal: ${rows.length} models`) + "\n");
}

export default defineCommand({
Expand Down
32 changes: 15 additions & 17 deletions packages/cli/src/commands/quota/history.ts
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -65,7 +65,6 @@ function printTable(records: LimitApplicationItem[], noColor: boolean, total: nu
const bold = noColor ? (t: string) => t : (t: string) => `\x1b[1m${t}\x1b[0m`;
const dim = noColor ? (t: string) => t : (t: string) => `\x1b[2m${t}\x1b[0m`;

const headersCn = ["模型", "Token 账号限流", "申请时间"];
const headersEn = ["Model", "Token Limit", "Applied At"];

const rows = records.map((r) => [
Expand All @@ -74,27 +73,21 @@ function printTable(records: LimitApplicationItem[], noColor: boolean, total: nu
formatDateTime(r.gmtCreate),
]);

const widths = headersCn.map((label, col) =>
Math.max(
displayWidth(label),
displayWidth(headersEn[col]),
...rows.map((row) => displayWidth(row[col])),
),
const widths = headersEn.map((label, col) =>
Math.max(displayWidth(label), ...rows.map((row) => displayWidth(row[col]))),
);

const cnLine = headersCn.map((label, col) => bold(padEnd(label, widths[col]))).join(" ");
const enLine = headersEn.map((label, col) => dim(padEnd(label, widths[col]))).join(" ");
const headerLine = headersEn.map((label, col) => bold(padEnd(label, widths[col]))).join(" ");
const separator = widths.map((w) => dim("─".repeat(w))).join("──");

process.stdout.write(cnLine + "\n");
process.stdout.write(enLine + "\n");
process.stdout.write(headerLine + "\n");
process.stdout.write(separator + "\n");

for (const row of rows) {
process.stdout.write(row.map((cell, col) => padEnd(cell, widths[col])).join(" ") + "\n");
}

process.stdout.write(dim(`\n共 ${total} 条记录 (Total: ${total})`) + "\n");
process.stdout.write(dim(`\nTotal: ${total} records`) + "\n");
}

export default defineCommand({
Expand Down Expand Up @@ -161,11 +154,6 @@ export default defineCommand({
throw err;
}

if (format === "json") {
emitResult(result, format);
return;
}

const resp = extractResponseData(result as Record<string, unknown>);
let records = (resp.records as LimitApplicationItem[]) ?? [];
const total = (resp.items as number) ?? records.length;
Expand All @@ -174,6 +162,16 @@ export default defineCommand({
records = records.filter((r) => r.deployedModel === modelFilter);
}

if (format === "json") {
const items = records.map((r) => ({
model: r.deployedModel,
tokenLimit: r.usageLimit,
appliedAt: formatDateTime(r.gmtCreate),
}));
emitResult({ records: items, total: modelFilter ? records.length : total }, format);
return;
}

if (records.length === 0) {
process.stdout.write("No quota change history found.\n");
return;
Expand Down
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