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https://github.com/ItzCrazyKns/Perplexica.git
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feat(app): add groq, gemini & anthropic provider
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94
ui/lib/providers/gemini.ts
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94
ui/lib/providers/gemini.ts
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import { ChatOpenAI, OpenAIEmbeddings } from '@langchain/openai';
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import { getGeminiApiKey } from '../config';
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import { ChatModel, EmbeddingModel } from '.';
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const geminiChatModels: Record<string, string>[] = [
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{
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displayName: 'Gemini 2.0 Flash',
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key: 'gemini-2.0-flash',
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},
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{
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displayName: 'Gemini 2.0 Flash-Lite',
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key: 'gemini-2.0-flash-lite',
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},
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{
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displayName: 'Gemini 2.0 Pro Experimental',
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key: 'gemini-2.0-pro-exp-02-05',
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},
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{
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displayName: 'Gemini 1.5 Flash',
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key: 'gemini-1.5-flash',
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},
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{
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displayName: 'Gemini 1.5 Flash-8B',
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key: 'gemini-1.5-flash-8b',
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},
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{
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displayName: 'Gemini 1.5 Pro',
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key: 'gemini-1.5-pro',
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},
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];
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const geminiEmbeddingModels: Record<string, string>[] = [
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{
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displayName: 'Gemini Embedding',
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key: 'gemini-embedding-exp',
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},
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];
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export const loadGeminiChatModels = async () => {
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const geminiApiKey = getGeminiApiKey();
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if (!geminiApiKey) return {};
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try {
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const chatModels: Record<string, ChatModel> = {};
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geminiChatModels.forEach((model) => {
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chatModels[model.key] = {
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displayName: model.displayName,
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model: new ChatOpenAI({
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openAIApiKey: geminiApiKey,
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modelName: model.key,
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temperature: 0.7,
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configuration: {
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baseURL: 'https://generativelanguage.googleapis.com/v1beta/openai/',
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},
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}),
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};
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});
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return chatModels;
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} catch (err) {
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console.error(`Error loading Gemini models: ${err}`);
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return {};
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}
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};
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export const loadGeminiEmbeddingModels = async () => {
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const geminiApiKey = getGeminiApiKey();
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if (!geminiApiKey) return {};
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try {
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const embeddingModels: Record<string, EmbeddingModel> = {};
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geminiEmbeddingModels.forEach((model) => {
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embeddingModels[model.key] = {
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displayName: model.displayName,
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model: new OpenAIEmbeddings({
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openAIApiKey: geminiApiKey,
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modelName: model.key,
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configuration: {
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baseURL: 'https://generativelanguage.googleapis.com/v1beta/openai/',
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},
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}),
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};
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});
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return embeddingModels;
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} catch (err) {
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console.error(`Error loading OpenAI embeddings models: ${err}`);
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return {};
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}
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};
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