2024-07-06 14:19:33 +05:30
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import { loadGroqChatModels } from './groq';
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2024-07-08 15:39:27 +05:30
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import { loadOllamaChatModels, loadOllamaEmbeddingsModels } from './ollama';
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import { loadOpenAIChatModels, loadOpenAIEmbeddingsModels } from './openai';
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import { loadTransformersEmbeddingsModels } from './transformers';
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2024-07-06 14:19:33 +05:30
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const chatModelProviders = {
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openai: loadOpenAIChatModels,
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groq: loadGroqChatModels,
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ollama: loadOllamaChatModels,
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};
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const embeddingModelProviders = {
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2024-07-08 15:39:27 +05:30
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openai: loadOpenAIEmbeddingsModels,
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local: loadTransformersEmbeddingsModels,
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ollama: loadOllamaEmbeddingsModels,
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2024-07-06 14:19:33 +05:30
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};
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export const getAvailableChatModelProviders = async () => {
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const models = {};
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for (const provider in chatModelProviders) {
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2024-07-08 15:39:27 +05:30
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const providerModels = await chatModelProviders[provider]();
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if (Object.keys(providerModels).length > 0) {
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models[provider] = providerModels
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}
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2024-07-06 14:19:33 +05:30
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}
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2024-07-08 15:24:45 +05:30
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models['custom_openai'] = {}
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2024-07-06 14:19:33 +05:30
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return models;
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};
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export const getAvailableEmbeddingModelProviders = async () => {
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const models = {};
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for (const provider in embeddingModelProviders) {
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2024-07-08 15:39:27 +05:30
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const providerModels = await embeddingModelProviders[provider]();
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if (Object.keys(providerModels).length > 0) {
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models[provider] = providerModels
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}
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2024-07-06 14:19:33 +05:30
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}
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return models;
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};
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