添加本地提供者支持，包括本地嵌入模型的描述、特性和设置，更新相关类型和API函数以支持新模型。

src/lang/locale/en.ts

@@ -257,6 +257,11 @@ export default {
 			searchOrEnterModelName: 'Search or enter model name...',
 			enterCustomModelName: 'Enter custom model name',
 			custom: 'Custom: ',
+			localProviderDescription: 'Local embedding models run on your device using WASM technology, providing privacy and offline capability.',
+			localProviderFeature0: 'Currently only supports embedding models',
+			localProviderFeature1: 'Complete privacy - data never leaves your device',
+			localProviderFeature2: 'No API costs - runs entirely locally',
+			localProviderFeature3: 'Offline capability - works without internet connection',
 			testConnection: {
 				testApiConnection: 'Test API Connection',
 				testingConnection: 'Testing connection...',

src/lang/locale/zh-cn.ts

@@ -259,6 +259,11 @@ export default {
 			searchOrEnterModelName: '搜索或输入模型名称...',
 			enterCustomModelName: '输入自定义模型名称',
 			custom: '自定义: ',
+			localProviderDescription: '本地嵌入模型使用 WASM 技术在您的设备上运行，提供隐私保护和离线功能。',
+			localProviderFeature0: '目前仅支持嵌入模型',
+			localProviderFeature1: '完全隐私 - 数据不会离开您的设备',
+			localProviderFeature2: '无 API 费用 - 完全本地运行',
+			localProviderFeature3: '离线功能 - 无需网络连接即可工作',
 			testConnection: {
 				testApiConnection: '测试 API 连接',
 				testingConnection: '正在测试连接...',

src/settings/components/ModelProviderSettings.tsx

@@ -4,7 +4,10 @@ import { t } from '../../lang/helpers';
 import InfioPlugin from "../../main";
 import { ApiProvider } from '../../types/llm/model';
 import { InfioSettings } from '../../types/settings';
-import { GetAllProviders, GetDefaultModelId, GetEmbeddingProviders } from '../../utils/api';
+import {
+	GetAllProviders, GetDefaultModelId, GetEmbeddingProviders,
+	localProviderDefaultEmbeddingModelId
+} from '../../utils/api';
 import { getProviderApiUrl } from '../../utils/provider-urls';
 
 import { ApiKeyComponent, CustomUrlComponent } from './FormComponents';
@@ -27,7 +30,8 @@ type ProviderSettingKey =
 	| 'groqProvider'
 	| 'grokProvider'
 	| 'ollamaProvider'
-	| 'openaicompatibleProvider';
+	| 'openaicompatibleProvider'
+	| 'localproviderProvider';
 
 const keyMap: Record<ApiProvider, ProviderSettingKey> = {
 	'Infio': 'infioProvider',
@@ -42,6 +46,7 @@ const keyMap: Record<ApiProvider, ProviderSettingKey> = {
 	'Grok': 'grokProvider',
 	'Ollama': 'ollamaProvider',
 	'OpenAICompatible': 'openaicompatibleProvider',
+	'LocalProvider': 'localproviderProvider',
 };
 
 export const getProviderSettingKey = (provider: ApiProvider): ProviderSettingKey => {
@@ -124,6 +129,11 @@ const CustomProviderSettings: React.FC<CustomProviderSettingsProps> = ({ plugin,
 				hasUpdates = true;
 				console.debug(t("settings.ModelProvider.embeddingModelConfigured", { provider: embeddingProvider, model: embeddingDefaultModels.embedding }));
 			}
+		} else { // use local provider
+			newSettings.embeddingModelProvider = ApiProvider.LocalProvider;
+			newSettings.embeddingModelId = localProviderDefaultEmbeddingModelId;
+			hasUpdates = true;
+			console.debug(t("settings.ModelProvider.embeddingModelConfigured", { provider: ApiProvider.LocalProvider, model: localProviderDefaultEmbeddingModelId }));
 		}
 
 		// 一次性更新所有设置
@@ -392,6 +402,22 @@ const CustomProviderSettings: React.FC<CustomProviderSettingsProps> = ({ plugin,
 
 		return (
 			<div className="provider-config">
+				{provider === ApiProvider.LocalProvider ? (
+					<div className="local-provider-info">
+						<p className="local-provider-description">
+							{t("settings.ModelProvider.localProviderDescription")}
+						</p>
+						<div className="local-provider-features">
+							<ul>
+								<li>• {t("settings.ModelProvider.localProviderFeature0")}</li>
+								<li>• {t("settings.ModelProvider.localProviderFeature1")}</li>
+								<li>• {t("settings.ModelProvider.localProviderFeature2")}</li>
+								<li>• {t("settings.ModelProvider.localProviderFeature3")}</li>
+							</ul>
+						</div>
+					</div>
+				) : (
+					<>
 						{provider !== ApiProvider.Ollama && (
 							<ApiKeyComponent
 								name={t("settings.ModelProvider.setApiKey", { provider })}
@@ -411,6 +437,8 @@ const CustomProviderSettings: React.FC<CustomProviderSettingsProps> = ({ plugin,
 							onToggleCustomUrl={(value) => updateProviderUseCustomUrl(provider, value)}
 							onChangeBaseUrl={(value) => updateProviderBaseUrl(provider, value)}
 						/>
+					</>
+				)}
 			</div>
 		);
 	};
@@ -684,6 +712,43 @@ const CustomProviderSettings: React.FC<CustomProviderSettingsProps> = ({ plugin,
 					background: var(--background-primary-alt);
 					border-color: var(--background-modifier-border-hover);
 				}
+
+				/* LocalProvider 特殊样式 */
+				.local-provider-info {
+					padding: var(--size-4-3);
+					background: var(--background-secondary);
+					border-radius: var(--radius-m);
+					border: 1px solid var(--background-modifier-border);
+				}
+
+				.local-provider-description {
+					color: var(--text-normal);
+					font-size: var(--font-ui-medium);
+					margin-bottom: var(--size-4-2);
+					line-height: 1.5;
+				}
+
+				.local-provider-features {
+					margin-top: var(--size-4-2);
+				}
+
+				.local-provider-features ul {
+					list-style: none;
+					padding: 0;
+					margin: 0;
+					color: var(--text-muted);
+				}
+
+				.local-provider-features li {
+					padding: var(--size-2-1) 0;
+					font-size: var(--font-ui-small);
+					line-height: 1.4;
+				}
+
+				.theme-dark .local-provider-info {
+					background: var(--background-secondary-alt);
+					border-color: var(--background-modifier-border-hover);
+				}
 				`}
 			</style>
 		</div>

src/types/llm/model.ts

@@ -11,6 +11,7 @@ export enum ApiProvider {
 	Grok = "Grok",
 	Ollama = "Ollama",
 	OpenAICompatible = "OpenAICompatible",
+	LocalProvider = "LocalProvider",
 }
 
 export type LLMModel = {

src/types/settings.ts

@@ -183,6 +183,20 @@ const GrokProviderSchema = z.object({
 	models: []
 })
 
+const LocalProviderSchema = z.object({
+	name: z.literal('LocalProvider'),
+	apiKey: z.string().catch(''),
+	baseUrl: z.string().catch(''),
+	useCustomUrl: z.boolean().catch(false),
+	models: z.array(z.string()).catch([])
+}).catch({
+	name: 'LocalProvider',
+	apiKey: '',
+	baseUrl: '',
+	useCustomUrl: false,
+	models: []
+})
+
 const ollamaModelSchema = z.object({
 	baseUrl: z.string().catch(''),
 	model: z.string().catch(''),
@@ -255,6 +269,7 @@ export const InfioSettingsSchema = z.object({
 	groqProvider: GroqProviderSchema,
 	grokProvider: GrokProviderSchema,
 	openaicompatibleProvider: OpenAICompatibleProviderSchema,
+	localproviderProvider: LocalProviderSchema,
 
 	// MCP Servers
 	mcpEnabled: z.boolean().catch(false),

src/utils/api.ts

@@ -1635,6 +1635,24 @@ export const grokModels = {
 	}
 } as const satisfies Record<string, ModelInfo>
 
+// LocalProvider (本地嵌入模型)
+export const localProviderDefaultModelId = null // this is not supported for chat/autocomplete
+export const localProviderDefaultAutoCompleteModelId = null // this is not supported for chat/autocomplete  
+export const localProviderDefaultEmbeddingModelId: keyof typeof localProviderEmbeddingModels = "Xenova/all-MiniLM-L6-v2"
+
+export const localProviderEmbeddingModels = {
+	'Xenova/all-MiniLM-L6-v2': { dimensions: 384, description: 'All-MiniLM-L6-v2 (推荐，轻量级)' },
+	'Xenova/bge-small-en-v1.5': { dimensions: 384, description: 'BGE-small-en-v1.5' },
+	'Xenova/bge-base-en-v1.5': { dimensions: 768, description: 'BGE-base-en-v1.5 (更高质量)' },
+	'Xenova/jina-embeddings-v2-base-zh': { dimensions: 768, description: 'Jina-v2-base-zh (中英双语)' },
+	'Xenova/jina-embeddings-v2-small-en': { dimensions: 512, description: 'Jina-v2-small-en' },
+	'Xenova/multilingual-e5-small': { dimensions: 384, description: 'E5-small (多语言)' },
+	'Xenova/multilingual-e5-base': { dimensions: 768, description: 'E5-base (多语言，更高质量)' },
+	'Xenova/gte-small': { dimensions: 384, description: 'GTE-small' },
+	'Xenova/e5-small-v2': { dimensions: 384, description: 'E5-small-v2' },
+	'Xenova/e5-base-v2': { dimensions: 768, description: 'E5-base-v2 (更高质量)' }
+} as const satisfies Record<string, EmbeddingModelInfo>
+
 /// helper functions
 // get all providers, used for the provider dropdown
 export const GetAllProviders = (): ApiProvider[] => {
@@ -1651,6 +1669,7 @@ export const GetAllProviders = (): ApiProvider[] => {
 		ApiProvider.Groq,
 		ApiProvider.Ollama,
 		ApiProvider.OpenAICompatible,
+		ApiProvider.LocalProvider,
 	]
 }
 
@@ -1663,6 +1682,7 @@ export const GetEmbeddingProviders = (): ApiProvider[] => {
 		ApiProvider.SiliconFlow,
 		ApiProvider.OpenAICompatible,
 		ApiProvider.Ollama,
+		ApiProvider.LocalProvider,
 	]
 }
 
@@ -1695,6 +1715,8 @@ export const GetProviderModels = async (provider: ApiProvider, settings?: InfioS
 			return {}
 		case ApiProvider.OpenAICompatible:
 			return {}
+		case ApiProvider.LocalProvider:
+			return {} 
 		default:
 			return {}
 	}
@@ -1729,6 +1751,8 @@ export const GetProviderModelsWithSettings = async (provider: ApiProvider, setti
 			return {}
 		case ApiProvider.OpenAICompatible:
 			return {}
+		case ApiProvider.LocalProvider:
+			return {} // LocalProvider only supports embedding models
 		default:
 			return {}
 	}
@@ -1755,6 +1779,8 @@ export const GetEmbeddingProviderModels = (provider: ApiProvider): Record<string
 			return openAINativeEmbeddingModels;
 		case ApiProvider.AlibabaQwen:
 			return qwenEmbeddingModels;
+		case ApiProvider.LocalProvider:
+			return localProviderEmbeddingModels;
 		default:
 			return {}
 	}
@@ -1832,6 +1858,12 @@ export const GetDefaultModelId = (provider: ApiProvider): { chat: string, autoCo
 				"autoComplete": grokDefaultAutoCompleteModelId,
 				"embedding": grokDefaultEmbeddingModelId,
 			}
+		case ApiProvider.LocalProvider:
+			return {
+				"chat": localProviderDefaultModelId,
+				"autoComplete": localProviderDefaultAutoCompleteModelId,
+				"embedding": localProviderDefaultEmbeddingModelId,
+			}
 		default:
 			return {
 				"chat": null,