feat: AI parameter tuning (Temp/TopP/TopK presets) (v1.0.21)

This commit is contained in:
Jay
2026-04-13 14:24:55 +09:00
parent 59fbf6e216
commit e50bc35b53
2 changed files with 93 additions and 14 deletions
+1 -1
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@@ -2,7 +2,7 @@
"name": "connect-ai-lab",
"displayName": "Connect AI",
"description": "100% 로컬 AI 코딩 에이전트 — 파일 생성, 코드 편집, 터미널 실행을 오프라인으로. Ollama + Gemma/Llama/DeepSeek 지원.",
"version": "1.0.20",
"version": "1.0.21",
"publisher": "connectailab",
"license": "MIT",
"icon": "assets/icon.png",
+92 -13
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@@ -133,6 +133,11 @@ class SidebarChatProvider implements vscode.WebviewViewProvider {
private _isSyncingBrain: boolean = false;
private _brainEnabled: boolean = true; // 🧠 ON/OFF 토글 상태
// 🏛️ AI 파라미터 튜닝
private _temperature: number = 0.8;
private _topP: number = 0.9;
private _topK: number = 40;
constructor(private readonly _extensionUri: vscode.Uri, ctx: vscode.ExtensionContext) {
this._ctx = ctx;
this._restoreHistory();
@@ -244,17 +249,7 @@ class SidebarChatProvider implements vscode.WebviewViewProvider {
this._restoreDisplayMessages();
break;
case 'openSettings':
const choice = await vscode.window.showQuickPick([
{ label: 'Ollama (로컬 기본)', description: '초보자 추천', target: 'http://127.0.0.1:11434' },
{ label: 'LM Studio (고급형)', description: '맥북/고급 유저 추천', target: 'http://127.0.0.1:1234' }
], { placeHolder: '사용할 AI 엔진을 선택하세요 (선택 시 즉시 적용됩니다)' });
if (choice) {
await vscode.workspace.getConfiguration('connectAiLab').update('ollamaUrl', choice.target, vscode.ConfigurationTarget.Global);
vscode.window.showInformationMessage(`✅ AI 엔진이 [${choice.label}] 로 변경되었습니다!`);
// 사용자가 엔진을 바꾸자마자 즉시 바뀐 엔진의 모델 명단을 긁어와 웹뷰 목록(Dropdown)을 갱신합니다!
await this._sendModels();
}
await this._handleSettingsMenu();
break;
case 'syncBrain':
await this._handleBrainMenu();
@@ -266,6 +261,86 @@ class SidebarChatProvider implements vscode.WebviewViewProvider {
webviewView.webview.html = this._getHtml();
}
// --------------------------------------------------------
// Settings Menu (Engine + AI Tuning)
// --------------------------------------------------------
private async _handleSettingsMenu() {
if (!this._view) return;
const currentTemp = this._temperature;
const modeLabel = currentTemp <= 0.3 ? '📘 백과사전' : currentTemp <= 1.0 ? '💬 밸런스' : '🎨 크리에이티브';
const pick = await vscode.window.showQuickPick([
{ label: '🔧 AI 엔진 변경', description: 'Ollama / LM Studio 전환', action: 'engine' },
{ label: `🎛️ AI 모드: ${modeLabel} (Temp: ${currentTemp})`, description: '파라미터 프리셋 변경', action: 'tuning' },
{ label: '⚙️ 커스텀 파라미터', description: `T:${this._temperature} P:${this._topP} K:${this._topK}`, action: 'custom' },
], { placeHolder: '⚙️ Connect AI 설정' });
if (!pick) return;
switch (pick.action) {
case 'engine': {
const engine = await vscode.window.showQuickPick([
{ label: 'Ollama (로컬 기본)', description: '초보자 추천', target: 'http://127.0.0.1:11434' },
{ label: 'LM Studio (고급형)', description: '맥북/고급 유저 추천', target: 'http://127.0.0.1:1234' }
], { placeHolder: 'AI 엔진을 선택하세요' });
if (engine) {
await vscode.workspace.getConfiguration('connectAiLab').update('ollamaUrl', (engine as any).target, vscode.ConfigurationTarget.Global);
vscode.window.showInformationMessage(`✅ AI 엔진이 [${engine.label}] 로 변경되었습니다!`);
await this._sendModels();
}
break;
}
case 'tuning': {
const preset = await vscode.window.showQuickPick([
{ label: '📘 백과사전 모드', description: 'Temp 0.1 | 정확하고 일관된 답변', temp: 0.1, topP: 0.5, topK: 10 },
{ label: '💬 밸런스 모드 (기본)', description: 'Temp 0.8 | 자연스러운 대화', temp: 0.8, topP: 0.9, topK: 40 },
{ label: '🎨 크리에이티브 모드', description: 'Temp 1.2 | 창의적이고 다양한 표현', temp: 1.2, topP: 0.95, topK: 80 },
{ label: '🤪 엉뚱한 시인 모드', description: 'Temp 1.7 | 극도의 창의성 (환각 주의!)', temp: 1.7, topP: 0.99, topK: 100 },
], { placeHolder: '🎛️ AI 성격을 선택하세요 — 온도가 높을수록 창의적, 낮을수록 정확합니다' });
if (preset) {
this._temperature = (preset as any).temp;
this._topP = (preset as any).topP;
this._topK = (preset as any).topK;
vscode.window.showInformationMessage(`🎛️ AI 모드 변경: ${preset.label}`);
this._view!.webview.postMessage({ type: 'response', value: `🎛️ **AI 모드 변경: ${preset.label}**\n\n| 파라미터 | 값 |\n|---|---|\n| Temperature | ${this._temperature} |\n| Top-P | ${this._topP} |\n| Top-K | ${this._topK} |` });
}
break;
}
case 'custom': {
const tempInput = await vscode.window.showInputBox({
prompt: '🌡️ Temperature (0.0 ~ 2.0)',
value: String(this._temperature),
placeHolder: '0.8'
});
if (!tempInput) return;
const topPInput = await vscode.window.showInputBox({
prompt: '📊 Top-P (0.0 ~ 1.0)',
value: String(this._topP),
placeHolder: '0.9'
});
if (!topPInput) return;
const topKInput = await vscode.window.showInputBox({
prompt: '🔢 Top-K (1 ~ 100)',
value: String(this._topK),
placeHolder: '40'
});
if (!topKInput) return;
this._temperature = Math.min(2.0, Math.max(0, parseFloat(tempInput) || 0.8));
this._topP = Math.min(1.0, Math.max(0, parseFloat(topPInput) || 0.9));
this._topK = Math.min(100, Math.max(1, parseInt(topKInput) || 40));
vscode.window.showInformationMessage(`⚙️ 커스텀 파라미터 적용: T:${this._temperature} P:${this._topP} K:${this._topK}`);
this._view!.webview.postMessage({ type: 'response', value: `⚙️ **커스텀 파라미터 적용 완료**\n\n| 파라미터 | 값 |\n|---|---|\n| Temperature | ${this._temperature} |\n| Top-P | ${this._topP} |\n| Top-K | ${this._topK} |` });
break;
}
}
}
// --------------------------------------------------------
// Fetch installed Ollama models
// --------------------------------------------------------
@@ -622,7 +697,9 @@ class SidebarChatProvider implements vscode.WebviewViewProvider {
model: modelName || defaultModel,
messages: reqMessages,
stream: false,
...(isLMStudio ? { max_tokens: 4096 } : { options: { num_predict: 4096 } }),
...(isLMStudio
? { max_tokens: 4096, temperature: this._temperature, top_p: this._topP }
: { options: { num_predict: 4096, temperature: this._temperature, top_p: this._topP, top_k: this._topK } }),
}, { timeout });
let aiMessage: string = isLMStudio
@@ -651,7 +728,9 @@ class SidebarChatProvider implements vscode.WebviewViewProvider {
model: modelName || defaultModel,
messages: reqMessages,
stream: false,
...(isLMStudio ? { max_tokens: 4096 } : { options: { num_predict: 4096 } }),
...(isLMStudio
? { max_tokens: 4096, temperature: this._temperature, top_p: this._topP }
: { options: { num_predict: 4096, temperature: this._temperature, top_p: this._topP, top_k: this._topK } }),
}, { timeout });
aiMessage = isLMStudio