mirror of
https://github.com/ItzCrazyKns/Perplexica.git
synced 2026-01-03 01:56:56 +00:00
feat(providers): add lm studio
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@@ -7,6 +7,7 @@ import TransformersProvider from './transformers';
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import GroqProvider from './groq';
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import GroqProvider from './groq';
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import LemonadeProvider from './lemonade';
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import LemonadeProvider from './lemonade';
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import AnthropicProvider from './anthropic';
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import AnthropicProvider from './anthropic';
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import LMStudioProvider from './lmstudio';
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export const providers: Record<string, ProviderConstructor<any>> = {
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export const providers: Record<string, ProviderConstructor<any>> = {
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openai: OpenAIProvider,
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openai: OpenAIProvider,
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@@ -16,6 +17,7 @@ export const providers: Record<string, ProviderConstructor<any>> = {
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groq: GroqProvider,
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groq: GroqProvider,
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lemonade: LemonadeProvider,
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lemonade: LemonadeProvider,
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anthropic: AnthropicProvider,
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anthropic: AnthropicProvider,
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lmstudio: LMStudioProvider,
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};
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};
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export const getModelProvidersUIConfigSection =
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export const getModelProvidersUIConfigSection =
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143
src/lib/models/providers/lmstudio/index.ts
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143
src/lib/models/providers/lmstudio/index.ts
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@@ -0,0 +1,143 @@
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import { UIConfigField } from '@/lib/config/types';
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import { getConfiguredModelProviderById } from '@/lib/config/serverRegistry';
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import BaseModelProvider from '../../base/provider';
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import { Model, ModelList, ProviderMetadata } from '../../types';
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import LMStudioLLM from './lmstudioLLM';
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import BaseLLM from '../../base/llm';
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import BaseEmbedding from '../../base/embedding';
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import LMStudioEmbedding from './lmstudioEmbedding';
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interface LMStudioConfig {
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baseURL: string;
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}
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const providerConfigFields: UIConfigField[] = [
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{
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type: 'string',
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name: 'Base URL',
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key: 'baseURL',
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description: 'The base URL for LM Studio server',
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required: true,
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placeholder: 'http://localhost:1234',
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env: 'LM_STUDIO_BASE_URL',
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scope: 'server',
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},
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];
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class LMStudioProvider extends BaseModelProvider<LMStudioConfig> {
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constructor(id: string, name: string, config: LMStudioConfig) {
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super(id, name, config);
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}
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private normalizeBaseURL(url: string): string {
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const trimmed = url.trim().replace(/\/+$/, '');
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return trimmed.endsWith('/v1') ? trimmed : `${trimmed}/v1`;
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}
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async getDefaultModels(): Promise<ModelList> {
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try {
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const baseURL = this.normalizeBaseURL(this.config.baseURL);
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const res = await fetch(`${baseURL}/models`, {
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method: 'GET',
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headers: {
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'Content-Type': 'application/json',
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},
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});
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const data = await res.json();
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const models: Model[] = data.data.map((m: any) => {
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return {
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name: m.id,
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key: m.id,
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};
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});
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return {
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embedding: models,
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chat: models,
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};
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} catch (err) {
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if (err instanceof TypeError) {
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throw new Error(
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'Error connecting to LM Studio. Please ensure the base URL is correct and the LM Studio server is running.',
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);
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}
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throw err;
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}
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}
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async getModelList(): Promise<ModelList> {
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const defaultModels = await this.getDefaultModels();
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const configProvider = getConfiguredModelProviderById(this.id)!;
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return {
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embedding: [
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...defaultModels.embedding,
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...configProvider.embeddingModels,
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],
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chat: [...defaultModels.chat, ...configProvider.chatModels],
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};
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}
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async loadChatModel(key: string): Promise<BaseLLM<any>> {
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const modelList = await this.getModelList();
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const exists = modelList.chat.find((m) => m.key === key);
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if (!exists) {
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throw new Error(
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'Error Loading LM Studio Chat Model. Invalid Model Selected',
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);
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}
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return new LMStudioLLM({
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apiKey: 'lm-studio',
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model: key,
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baseURL: this.normalizeBaseURL(this.config.baseURL),
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});
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}
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async loadEmbeddingModel(key: string): Promise<BaseEmbedding<any>> {
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const modelList = await this.getModelList();
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const exists = modelList.embedding.find((m) => m.key === key);
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if (!exists) {
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throw new Error(
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'Error Loading LM Studio Embedding Model. Invalid Model Selected.',
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);
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}
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return new LMStudioEmbedding({
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apiKey: 'lm-studio',
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model: key,
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baseURL: this.normalizeBaseURL(this.config.baseURL),
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});
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}
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static parseAndValidate(raw: any): LMStudioConfig {
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if (!raw || typeof raw !== 'object')
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throw new Error('Invalid config provided. Expected object');
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if (!raw.baseURL)
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throw new Error('Invalid config provided. Base URL must be provided');
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return {
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baseURL: String(raw.baseURL),
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};
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}
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static getProviderConfigFields(): UIConfigField[] {
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return providerConfigFields;
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}
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static getProviderMetadata(): ProviderMetadata {
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return {
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key: 'lmstudio',
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name: 'LM Studio',
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};
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}
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}
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export default LMStudioProvider;
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5
src/lib/models/providers/lmstudio/lmstudioEmbedding.ts
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5
src/lib/models/providers/lmstudio/lmstudioEmbedding.ts
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@@ -0,0 +1,5 @@
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import OpenAIEmbedding from '../openai/openaiEmbedding';
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class LMStudioEmbedding extends OpenAIEmbedding {}
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export default LMStudioEmbedding;
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5
src/lib/models/providers/lmstudio/lmstudioLLM.ts
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5
src/lib/models/providers/lmstudio/lmstudioLLM.ts
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@@ -0,0 +1,5 @@
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import OpenAILLM from '../openai/openaiLLM';
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class LMStudioLLM extends OpenAILLM {}
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export default LMStudioLLM;
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