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Merge branch 'main' into sample/live-part1
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‎genai/live/live-audio-with-txt.js‎

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// Copyright 2025 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// https://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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// [START googlegenaisdk_live_audio_with_txt]
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'use strict';
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const {GoogleGenAI, Modality} = require('@google/genai');
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const fs = require('fs');
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const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT;
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const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global';
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async function generateLiveConversation(
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projectId = GOOGLE_CLOUD_PROJECT,
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location = GOOGLE_CLOUD_LOCATION
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) {
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const client = new GoogleGenAI({
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vertexai: true,
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project: projectId,
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location: location,
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});
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const voiceName = 'Aoede';
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const modelId = 'gemini-2.0-flash-live-preview-04-09';
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const config = {
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responseModalities: [Modality.AUDIO],
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speechConfig: {
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voiceConfig: {
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prebuiltVoiceConfig: {
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voiceName: voiceName,
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},
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},
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},
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};
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const responseQueue = [];
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async function waitMessage() {
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while (responseQueue.length === 0) {
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await new Promise(resolve => setTimeout(resolve, 100));
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}
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return responseQueue.shift();
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}
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async function handleTurn() {
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const audioChunks = [];
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let done = false;
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while (!done) {
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const message = await waitMessage();
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const serverContent = message.serverContent;
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if (
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serverContent &&
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serverContent.modelTurn &&
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serverContent.modelTurn.parts
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) {
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for (const part of serverContent.modelTurn.parts) {
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if (part && part.inlineData && part.inlineData.data) {
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audioChunks.push(Buffer.from(part.inlineData.data));
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}
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}
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}
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if (serverContent && serverContent.turnComplete) {
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done = true;
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}
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}
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return audioChunks;
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}
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const session = await client.live.connect({
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model: modelId,
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config: config,
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callbacks: {
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onmessage: msg => responseQueue.push(msg),
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onerror: e => console.error('Error:', e.message),
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},
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});
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const textInput = 'Hello? Gemini are you there?';
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console.log('> ', textInput, '\n');
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await session.sendClientContent({
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turns: [{role: 'user', parts: [{text: textInput}]}],
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});
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const audioChunks = await handleTurn();
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session.close();
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if (audioChunks.length > 0) {
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const audioBuffer = Buffer.concat(audioChunks);
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fs.writeFileSync('response.raw', audioBuffer);
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console.log('Received audio answer (saved to response.raw)');
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}
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// Example output:
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//> Hello? Gemini, are you there?
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// Received audio answer (saved to response.raw)
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return audioChunks;
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}
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// [END googlegenaisdk_live_audio_with_txt]
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module.exports = {
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generateLiveConversation,
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};

‎genai/live/live-ground-ragengine-with-txt.js‎

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// Copyright 2025 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// https://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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// [START googlegenaisdk_live_ground_ragengine_with_txt]
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'use strict';
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const {GoogleGenAI, Modality} = require('@google/genai');
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const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT;
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const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global';
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// (DEVELOPER) put here your memory corpus
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const MEMORY_CORPUS =
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'projects/cloud-ai-devrel-softserve/locations/us-central1/ragCorpora/2305843009213693952';
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async function generateLiveRagTextResponse(
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memoryCorpus = MEMORY_CORPUS,
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projectId = GOOGLE_CLOUD_PROJECT,
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location = GOOGLE_CLOUD_LOCATION
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) {
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const client = new GoogleGenAI({
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vertexai: true,
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project: projectId,
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location: location,
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});
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const modelId = 'gemini-2.0-flash-live-preview-04-09';
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// RAG store config
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const ragStore = {
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ragResources: [
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{
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ragCorpus: memoryCorpus, // Use memory corpus if you want to store context
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},
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],
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storeContext: true, // sink context into your memory corpus
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};
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const config = {
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responseModalities: [Modality.TEXT],
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tools: [
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{
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retrieval: {
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vertexRagStore: ragStore,
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},
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},
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],
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};
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const responseQueue = [];
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async function waitMessage() {
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while (responseQueue.length === 0) {
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await new Promise(resolve => setTimeout(resolve, 100));
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}
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return responseQueue.shift();
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}
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async function handleTurn() {
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const turns = [];
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let done = false;
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while (!done) {
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const message = await waitMessage();
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turns.push(message);
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if (message.serverContent && message.serverContent.turnComplete) {
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done = true;
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}
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}
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return turns;
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}
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const session = await client.live.connect({
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model: modelId,
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config: config,
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callbacks: {
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onmessage: msg => responseQueue.push(msg),
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onerror: e => console.error('Error:', e.message),
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},
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});
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const textInput = 'What are newest gemini models?';
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console.log('> ', textInput, '\n');
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await session.sendClientContent({
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turns: [{role: 'user', parts: [{text: textInput}]}],
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});
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const turns = await handleTurn();
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const response = [];
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for (const turn of turns) {
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if (turn.text) {
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response.push(turn.text);
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}
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}
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console.log(response.join(''));
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// Example output:
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// > What are newest gemini models?
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// In December 2023, Google launched Gemini, their "most capable and general model". It's multimodal, meaning it understands and combines different types of information like text, code, audio, images, and video.
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session.close();
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return response;
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}
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// [END googlegenaisdk_live_ground_ragengine_with_txt]
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module.exports = {
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generateLiveRagTextResponse,
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};

‎genai/live/live-structured-ouput-with-txt.js‎

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// Copyright 2025 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// https://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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// [START googlegenaisdk_live_structured_output_with_txt]
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'use strict';
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const {OpenAI} = require('openai');
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const {GoogleAuth} = require('google-auth-library');
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const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT;
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const GOOGLE_CLOUD_LOCATION =
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process.env.GOOGLE_CLOUD_LOCATION || 'us-central1';
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const CalendarEventSchema = {
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type: 'object',
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properties: {
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name: {type: 'string'},
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date: {type: 'string'},
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participants: {
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type: 'array',
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items: {type: 'string'},
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},
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},
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required: ['name', 'date', 'participants'],
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};
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async function generateStructuredTextResponse(
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projectId = GOOGLE_CLOUD_PROJECT,
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location = GOOGLE_CLOUD_LOCATION
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) {
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const auth = new GoogleAuth({
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scopes: ['https://www.googleapis.com/auth/cloud-platform'],
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});
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const client = await auth.getClient();
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const tokenResponse = await client.getAccessToken();
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const token = tokenResponse.token;
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const ENDPOINT_ID = 'openapi';
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const baseURL = `https://${location}-aiplatform.googleapis.com/v1/projects/${projectId}/locations/${location}/endpoints/${ENDPOINT_ID}`;
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const openAI = new OpenAI({
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apiKey: token,
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baseURL: baseURL,
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});
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const completion = await openAI.chat.completions.create({
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model: 'google/gemini-2.0-flash-001',
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messages: [
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{role: 'system', content: 'Extract the event information.'},
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{
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role: 'user',
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content: 'Alice and Bob are going to a science fair on Friday.',
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},
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],
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response_format: {
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type: 'json_schema',
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json_schema: {
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name: 'CalendarEvent',
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schema: CalendarEventSchema,
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},
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},
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});
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const response = completion.choices[0].message.content;
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console.log(response);
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// Example expected output:
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// {
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// name: 'science fair',
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// date: 'Friday',
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// participants: ['Alice', 'Bob']
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// }
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return response;
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}
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// [END googlegenaisdk_live_structured_output_with_txt]
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module.exports = {
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generateStructuredTextResponse,
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};

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