Files
Perplexica/src/lib/providers/aimlapi.ts

95 lines
2.3 KiB
TypeScript

import { ChatOpenAI, OpenAIEmbeddings } from '@langchain/openai';
import { getAimlApiKey } from '../config';
import { ChatModel, EmbeddingModel } from '.';
import { BaseChatModel } from '@langchain/core/language_models/chat_models';
import { Embeddings } from '@langchain/core/embeddings';
import axios from 'axios';
export const PROVIDER_INFO = {
key: 'aimlapi',
displayName: 'AI/ML API',
};
interface AimlApiModel {
id: string;
name?: string;
type?: string;
}
const API_URL = 'https://api.aimlapi.com';
export const loadAimlApiChatModels = async () => {
const apiKey = getAimlApiKey();
if (!apiKey) return {};
try {
const response = await axios.get(`${API_URL}/models`, {
headers: {
'Content-Type': 'application/json',
Authorization: `Bearer ${apiKey}`,
},
});
const chatModels: Record<string, ChatModel> = {};
response.data.data.forEach((model: AimlApiModel) => {
if (model.type === 'chat-completion') {
chatModels[model.id] = {
displayName: model.name || model.id,
model: new ChatOpenAI({
apiKey: apiKey,
modelName: model.id,
temperature: 0.7,
configuration: {
baseURL: API_URL,
},
}) as unknown as BaseChatModel,
};
}
});
return chatModels;
} catch (err) {
console.error(`Error loading AI/ML API models: ${err}`);
return {};
}
};
export const loadAimlApiEmbeddingModels = async () => {
const apiKey = getAimlApiKey();
if (!apiKey) return {};
try {
const response = await axios.get(`${API_URL}/models`, {
headers: {
'Content-Type': 'application/json',
Authorization: `Bearer ${apiKey}`,
},
});
const embeddingModels: Record<string, EmbeddingModel> = {};
response.data.data.forEach((model: AimlApiModel) => {
if (model.type === 'embedding') {
embeddingModels[model.id] = {
displayName: model.name || model.id,
model: new OpenAIEmbeddings({
apiKey: apiKey,
modelName: model.id,
configuration: {
baseURL: API_URL,
},
}) as unknown as Embeddings,
};
}
});
return embeddingModels;
} catch (err) {
console.error(`Error loading AI/ML API embeddings models: ${err}`);
return {};
}
};