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Browse files- pages/AIAssistant.tsx +10 -3
- server.js +96 -33
pages/AIAssistant.tsx
CHANGED
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@@ -70,7 +70,7 @@ export const AIAssistant: React.FC = () => {
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const audioChunksRef = useRef<Blob[]>([]);
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const audioContextRef = useRef<AudioContext | null>(null);
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const currentSourceRef = useRef<AudioBufferSourceNode | null>(null);
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const messagesEndRef = useRef<HTMLDivElement>(null);
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// Initialize & Load Config
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useEffect(() => {
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@@ -106,9 +106,16 @@ export const AIAssistant: React.FC = () => {
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}
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}, [messages]);
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//
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useEffect(() => {
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}, [messages, isProcessing]);
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const stopPlayback = () => {
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const audioChunksRef = useRef<Blob[]>([]);
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const audioContextRef = useRef<AudioContext | null>(null);
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const currentSourceRef = useRef<AudioBufferSourceNode | null>(null);
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const messagesEndRef = useRef<HTMLDivElement>(null);
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// Initialize & Load Config
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useEffect(() => {
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}
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}, [messages]);
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// 1. Initial Scroll on Mount (Wait slightly for layout)
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useEffect(() => {
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setTimeout(() => {
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messagesEndRef.current?.scrollIntoView({ behavior: 'auto', block: 'end' });
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}, 100);
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}, []);
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// 2. Scroll on new messages or processing state change
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useEffect(() => {
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messagesEndRef.current?.scrollIntoView({ behavior: isProcessing ? 'auto' : 'smooth', block: 'end' });
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}, [messages, isProcessing]);
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const stopPlayback = () => {
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server.js
CHANGED
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@@ -7,7 +7,6 @@ const {
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} = require('./models');
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// Initialize OpenAI (OpenRouter) Client
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// We use lazy initialization inside the function to avoid crashes if API Key is missing initially
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const OpenAI = require('openai');
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let openAIClient = null;
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@@ -205,17 +204,19 @@ function deprioritizeProvider(providerName) {
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// If it's already at the end, do nothing
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if (activeProviderOrder[activeProviderOrder.length - 1] === providerName) return;
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console.log(`📉 Performance Opt: Deprioritizing ${providerName} due to quota limits.`);
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// Move to end
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activeProviderOrder = activeProviderOrder.filter(p => p !== providerName).concat(providerName);
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console.log(`🔄 New Provider Order: ${activeProviderOrder.join(' -> ')}`);
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}
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function isQuotaError(e) {
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return e.status === 429 || e.status === 503 ||
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-
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-
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-
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}
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// --- INDIVIDUAL PROVIDER CALLERS ---
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@@ -229,12 +230,14 @@ async function callGeminiProvider(aiModelObj, baseParams) {
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let lastError = null;
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for (const modelName of primaryModels) {
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try {
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const currentParams = { ...baseParams, model: modelName };
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return await callAIWithRetry(aiModelObj, currentParams, 1);
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} catch (e) {
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lastError = e;
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if (isQuotaError(e)) {
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console.warn(`⚠️
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continue;
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}
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throw e; // Fail fast on non-quota errors
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@@ -259,7 +262,7 @@ async function callOpenRouterProvider(baseParams) {
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for (const modelName of openRouterModels) {
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try {
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console.log(`🛡️ Switching to OpenRouter Model: ${modelName}`);
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const completion = await openRouter.chat.completions.create({
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model: modelName,
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messages: openAIMessages,
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@@ -275,7 +278,7 @@ async function callOpenRouterProvider(baseParams) {
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} catch (e) {
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lastError = e;
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console.warn(`⚠️ OpenRouter Model ${modelName} failed.`, e.message);
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// Continue to next OpenRouter model
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}
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}
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@@ -296,7 +299,7 @@ async function callGemmaProvider(aiModelObj, baseParams) {
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let lastError = null;
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for (const modelName of fallbackModels) {
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try {
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console.log(`🛡️ Switching to Final Backup (Gemma 3): ${modelName}`);
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const currentParams = {
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...baseParams,
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model: modelName,
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@@ -305,7 +308,7 @@ async function callGemmaProvider(aiModelObj, baseParams) {
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return await callAIWithRetry(aiModelObj, currentParams, 1);
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} catch (e) {
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lastError = e;
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console.warn(`⚠️ Backup Model ${modelName} failed.`, e.message);
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}
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}
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throw lastError || new Error("Gemma failed");
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@@ -314,31 +317,86 @@ async function callGemmaProvider(aiModelObj, baseParams) {
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// --- STREAMING PROVIDER HELPERS ---
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async function streamGemini(aiModelObj, baseParams, res) {
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-
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const
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const streamResult = await aiModelObj.generateContentStream(currentParams);
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let
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for
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}
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}
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-
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}
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async function streamOpenRouter(baseParams, res) {
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const openRouter = getOpenRouter();
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if (!openRouter) throw new Error("OpenRouter not configured");
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-
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const messages = convertGeminiToOpenAI(baseParams);
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let lastError = null;
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for (const modelName of openRouterModels) {
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try {
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const stream = await openRouter.chat.completions.create({
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model: modelName,
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messages: messages,
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@@ -356,7 +414,12 @@ async function streamOpenRouter(baseParams, res) {
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return fullText;
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} catch (e) {
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lastError = e;
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console.warn(`Stream OpenRouter ${modelName} failed`, e.message);
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}
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}
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throw lastError || new Error("All OpenRouter streams failed");
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@@ -381,9 +444,11 @@ async function generateContentWithSmartFallback(aiModelObj, baseParams) {
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// Constraint: Audio MUST use Gemini.
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if (hasAudio) {
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try {
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return await callGeminiProvider(aiModelObj, baseParams);
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} catch (e) {
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if (isQuotaError(e)) {
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// Critical: Even if we fail this request, deprioritize Gemini for future TEXT requests
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deprioritizeProvider(PROVIDERS.GEMINI);
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@@ -414,7 +479,7 @@ async function generateContentWithSmartFallback(aiModelObj, baseParams) {
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}
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// If it's not a quota error (e.g. invalid input, 400 Bad Request due to image not supported by specific model),
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// we typically continue to the next provider to see if they can handle it.
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console.warn(`⚠️ ${provider} failed with non-quota error:`, e.message);
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}
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}
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@@ -422,9 +487,6 @@ async function generateContentWithSmartFallback(aiModelObj, baseParams) {
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}
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async function streamContentWithSmartFallback(aiModelObj, baseParams, res) {
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// Similar fallback logic but for streaming
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// We only support streaming for TEXT generation primarily here.
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-
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// Check for Audio Input (Gemini Only)
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let hasAudio = false;
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if (baseParams.contents && Array.isArray(baseParams.contents)) {
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@@ -448,6 +510,9 @@ async function streamContentWithSmartFallback(aiModelObj, baseParams, res) {
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}
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}
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for (const provider of activeProviderOrder) {
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try {
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if (provider === PROVIDERS.GEMINI) {
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@@ -455,13 +520,11 @@ async function streamContentWithSmartFallback(aiModelObj, baseParams, res) {
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} else if (provider === PROVIDERS.OPENROUTER) {
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return await streamOpenRouter(baseParams, res);
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} else if (provider === PROVIDERS.GEMMA) {
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//
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// For simplicity, we skip Gemma streaming or implement standard fetch.
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// Let's just fallback to Gemini logic for now or skip.
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continue;
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}
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} catch (e) {
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if (isQuotaError(e)) {
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deprioritizeProvider(provider);
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continue;
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@@ -469,7 +532,7 @@ async function streamContentWithSmartFallback(aiModelObj, baseParams, res) {
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console.warn(`Streaming ${provider} failed:`, e.message);
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}
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}
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throw new Error('All streaming models unavailable.');
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}
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// --- Middleware: Check AI Access ---
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} = require('./models');
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// Initialize OpenAI (OpenRouter) Client
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const OpenAI = require('openai');
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let openAIClient = null;
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// If it's already at the end, do nothing
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if (activeProviderOrder[activeProviderOrder.length - 1] === providerName) return;
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console.log(`📉 [AI Debug] Performance Opt: Deprioritizing ${providerName} due to quota limits.`);
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// Move to end
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activeProviderOrder = activeProviderOrder.filter(p => p !== providerName).concat(providerName);
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console.log(`🔄 [AI Debug] New Provider Order: ${activeProviderOrder.join(' -> ')}`);
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}
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function isQuotaError(e) {
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const msg = e.message || '';
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return e.status === 429 || e.status === 503 ||
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msg.includes('Quota') ||
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msg.includes('overloaded') ||
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msg.includes('RESOURCE_EXHAUSTED') ||
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msg.includes('Rate limit');
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}
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// --- INDIVIDUAL PROVIDER CALLERS ---
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let lastError = null;
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for (const modelName of primaryModels) {
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try {
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console.log(`🚀 [AI Debug] Calling Gemini non-stream: ${modelName}`);
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const currentParams = { ...baseParams, model: modelName };
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return await callAIWithRetry(aiModelObj, currentParams, 1);
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} catch (e) {
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lastError = e;
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console.error(`⚠️ [AI Debug] Gemini ${modelName} Error:`, e.status, e.message);
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if (isQuotaError(e)) {
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console.warn(`⚠️ [AI Debug] Gemini ${modelName} exhausted. Trying next internal model...`);
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continue;
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}
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throw e; // Fail fast on non-quota errors
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for (const modelName of openRouterModels) {
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try {
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console.log(`🛡️ [AI Debug] Switching to OpenRouter Model: ${modelName}`);
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const completion = await openRouter.chat.completions.create({
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model: modelName,
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messages: openAIMessages,
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} catch (e) {
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lastError = e;
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console.warn(`⚠️ [AI Debug] OpenRouter Model ${modelName} failed.`, e.message);
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// Continue to next OpenRouter model
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}
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}
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let lastError = null;
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for (const modelName of fallbackModels) {
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try {
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console.log(`🛡️ [AI Debug] Switching to Final Backup (Gemma 3): ${modelName}`);
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const currentParams = {
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...baseParams,
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model: modelName,
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return await callAIWithRetry(aiModelObj, currentParams, 1);
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} catch (e) {
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lastError = e;
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console.warn(`⚠️ [AI Debug] Backup Model ${modelName} failed.`, e.message);
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}
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}
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throw lastError || new Error("Gemma failed");
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// --- STREAMING PROVIDER HELPERS ---
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async function streamGemini(aiModelObj, baseParams, res) {
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// Try multiple Flash models internally for quota resilience
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const models = ['gemini-2.5-flash', 'gemini-2.5-flash-lite'];
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let lastError = null;
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for (const modelName of models) {
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try {
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console.log(`🌊 [AI Debug] STREAMING Gemini model: ${modelName}`);
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const currentParams = { ...baseParams, model: modelName };
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const streamResult = await aiModelObj.generateContentStream(currentParams);
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let fullText = '';
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for await (const chunk of streamResult) {
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const text = chunk.text;
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if (text) {
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fullText += text;
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res.write(`data: ${JSON.stringify({ text: text })}\n\n`);
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}
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}
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console.log(`✅ [AI Debug] Gemini ${modelName} stream complete.`);
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return fullText; // Success
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} catch (e) {
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lastError = e;
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console.error(`❌ [AI Debug] Gemini Stream Error (${modelName}):`, e.status, e.message);
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if (isQuotaError(e)) {
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console.warn(`Stream Gemini ${modelName} quota exhausted. Switching...`);
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continue; // Try next internal model
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}
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throw e; // Non-quota error, fail fast
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}
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}
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throw lastError || new Error("Gemini streaming failed after retrying internal models");
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}
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async function streamGemma(aiModelObj, baseParams, res) {
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const models = ['gemma-3-27b-it', 'gemma-3-12b-it', 'gemma-3-4b-it'];
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const gemmaConfig = { ...baseParams.config };
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if (gemmaConfig.systemInstruction) delete gemmaConfig.systemInstruction;
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let lastError = null;
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for (const modelName of models) {
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try {
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console.log(`🛡️ [AI Debug] Streaming Fallback to Gemma: ${modelName}`);
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const currentParams = { ...baseParams, model: modelName, config: gemmaConfig };
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const streamResult = await aiModelObj.generateContentStream(currentParams);
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let fullText = '';
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for await (const chunk of streamResult) {
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const text = chunk.text;
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if (text) {
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fullText += text;
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res.write(`data: ${JSON.stringify({ text: text })}\n\n`);
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}
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}
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return fullText;
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} catch (e) {
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lastError = e;
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console.warn(`Stream Gemma ${modelName} failed: ${e.message}`);
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}
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}
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throw lastError || new Error("Gemma streaming failed");
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}
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async function streamOpenRouter(baseParams, res) {
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const openRouter = getOpenRouter();
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if (!openRouter) throw new Error("OpenRouter not configured");
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// Updated free model list
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const openRouterModels = [
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'qwen/qwen3-coder:free',
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'openai/gpt-oss-120b:free',
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'qwen/qwen3-235b-a22b:free',
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'tngtech/deepseek-r1t-chimera:free'
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];
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const messages = convertGeminiToOpenAI(baseParams);
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let lastError = null;
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for (const modelName of openRouterModels) {
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try {
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console.log(`🛡️ [AI Debug] Streaming via OpenRouter: ${modelName}`);
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const stream = await openRouter.chat.completions.create({
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model: modelName,
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messages: messages,
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return fullText;
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} catch (e) {
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lastError = e;
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console.warn(`[AI Debug] Stream OpenRouter ${modelName} failed`, e.message);
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if (isQuotaError(e)) {
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// If Rate Limit, break loop to allow fallback to next PROVIDER immediately
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// instead of trying all OpenRouter models which share quota
|
| 421 |
+
throw e;
|
| 422 |
+
}
|
| 423 |
}
|
| 424 |
}
|
| 425 |
throw lastError || new Error("All OpenRouter streams failed");
|
|
|
|
| 444 |
|
| 445 |
// Constraint: Audio MUST use Gemini.
|
| 446 |
if (hasAudio) {
|
| 447 |
+
console.log("🎤 [AI Debug] Audio detected, forcing Gemini.");
|
| 448 |
try {
|
| 449 |
return await callGeminiProvider(aiModelObj, baseParams);
|
| 450 |
} catch (e) {
|
| 451 |
+
console.error("❌ [AI Debug] Audio Gemini Failed:", e.message);
|
| 452 |
if (isQuotaError(e)) {
|
| 453 |
// Critical: Even if we fail this request, deprioritize Gemini for future TEXT requests
|
| 454 |
deprioritizeProvider(PROVIDERS.GEMINI);
|
|
|
|
| 479 |
}
|
| 480 |
// If it's not a quota error (e.g. invalid input, 400 Bad Request due to image not supported by specific model),
|
| 481 |
// we typically continue to the next provider to see if they can handle it.
|
| 482 |
+
console.warn(`⚠️ [AI Debug] ${provider} failed with non-quota error:`, e.message);
|
| 483 |
}
|
| 484 |
}
|
| 485 |
|
|
|
|
| 487 |
}
|
| 488 |
|
| 489 |
async function streamContentWithSmartFallback(aiModelObj, baseParams, res) {
|
|
|
|
|
|
|
|
|
|
| 490 |
// Check for Audio Input (Gemini Only)
|
| 491 |
let hasAudio = false;
|
| 492 |
if (baseParams.contents && Array.isArray(baseParams.contents)) {
|
|
|
|
| 510 |
}
|
| 511 |
}
|
| 512 |
|
| 513 |
+
let finalError = null;
|
| 514 |
+
console.log(`🚦 [AI Debug] Starting stream with order: ${activeProviderOrder.join(' -> ')}`);
|
| 515 |
+
|
| 516 |
for (const provider of activeProviderOrder) {
|
| 517 |
try {
|
| 518 |
if (provider === PROVIDERS.GEMINI) {
|
|
|
|
| 520 |
} else if (provider === PROVIDERS.OPENROUTER) {
|
| 521 |
return await streamOpenRouter(baseParams, res);
|
| 522 |
} else if (provider === PROVIDERS.GEMMA) {
|
| 523 |
+
// Now supports streaming fallback to Gemma
|
| 524 |
+
return await streamGemma(aiModelObj, baseParams, res);
|
|
|
|
|
|
|
|
|
|
| 525 |
}
|
| 526 |
} catch (e) {
|
| 527 |
+
finalError = e;
|
| 528 |
if (isQuotaError(e)) {
|
| 529 |
deprioritizeProvider(provider);
|
| 530 |
continue;
|
|
|
|
| 532 |
console.warn(`Streaming ${provider} failed:`, e.message);
|
| 533 |
}
|
| 534 |
}
|
| 535 |
+
throw finalError || new Error('All streaming models unavailable.');
|
| 536 |
}
|
| 537 |
|
| 538 |
// --- Middleware: Check AI Access ---
|