refactor: refactored LLM Providers: Adapting Modular Approach (#832)

* refactor: Refactoring Providers to have providers as modules * updated package and lock file * added grok model back * updated registry system
2024-12-21 11:45:17 +05:30
parent 63abf52000
commit 7295352a98
30 changed files with 1621 additions and 961 deletions
--- a/app/lib/modules/llm/providers/huggingface.ts
+++ b/app/lib/modules/llm/providers/huggingface.ts
@@ -0,0 +1,69 @@
+import { BaseProvider } from '~/lib/modules/llm/base-provider';
+import type { ModelInfo } from '~/lib/modules/llm/types';
+import type { IProviderSetting } from '~/types/model';
+import type { LanguageModelV1 } from 'ai';
+import { createOpenAI } from '@ai-sdk/openai';
+
+export default class HuggingFaceProvider extends BaseProvider {
+  name = 'HuggingFace';
+  getApiKeyLink = 'https://huggingface.co/settings/tokens';
+
+  config = {
+    apiTokenKey: 'HuggingFace_API_KEY',
+  };
+
+  staticModels: ModelInfo[] = [
+    {
+      name: 'Qwen/Qwen2.5-Coder-32B-Instruct',
+      label: 'Qwen2.5-Coder-32B-Instruct (HuggingFace)',
+      provider: 'HuggingFace',
+      maxTokenAllowed: 8000,
+    },
+    {
+      name: '01-ai/Yi-1.5-34B-Chat',
+      label: 'Yi-1.5-34B-Chat (HuggingFace)',
+      provider: 'HuggingFace',
+      maxTokenAllowed: 8000,
+    },
+    {
+      name: 'meta-llama/Llama-3.1-70B-Instruct',
+      label: 'Llama-3.1-70B-Instruct (HuggingFace)',
+      provider: 'HuggingFace',
+      maxTokenAllowed: 8000,
+    },
+    {
+      name: 'meta-llama/Llama-3.1-405B',
+      label: 'Llama-3.1-405B (HuggingFace)',
+      provider: 'HuggingFace',
+      maxTokenAllowed: 8000,
+    },
+  ];
+
+  getModelInstance(options: {
+    model: string;
+    serverEnv: Env;
+    apiKeys?: Record<string, string>;
+    providerSettings?: Record<string, IProviderSetting>;
+  }): LanguageModelV1 {
+    const { model, serverEnv, apiKeys, providerSettings } = options;
+
+    const { apiKey } = this.getProviderBaseUrlAndKey({
+      apiKeys,
+      providerSettings: providerSettings?.[this.name],
+      serverEnv: serverEnv as any,
+      defaultBaseUrlKey: '',
+      defaultApiTokenKey: 'HuggingFace_API_KEY',
+    });
+
+    if (!apiKey) {
+      throw new Error(`Missing API key for ${this.name} provider`);
+    }
+
+    const openai = createOpenAI({
+      baseURL: 'https://api-inference.huggingface.co/v1/',
+      apiKey,
+    });
+
+    return openai(model);
+  }
+}