Add model-sync script that updates the current model list with the AI-SDKs list #2126
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| /** | ||
| * Syncs AI provider model lists from @ai-sdk type definitions | ||
| * | ||
| * This script fetches the latest TypeScript type definitions from unpkg for each | ||
| * @ai-sdk provider package and extracts the valid model IDs from the union types. | ||
| * Models confirmed to work with the AI SDK are included. | ||
| * | ||
| * Usage: | ||
| * npx tsx tools/scripts/sync-models.ts # Check for differences | ||
| * npx tsx tools/scripts/sync-models.ts --update # Update provider files | ||
| */ | ||
|
|
||
| import { AiProviderEnum } from '@openops/shared'; | ||
| import fs from 'node:fs'; | ||
| import path from 'node:path'; | ||
|
|
||
| interface TypeSource { | ||
| typeName: string; | ||
| distPath?: string; | ||
| } | ||
|
|
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| interface AiSdkConfig { | ||
| package: string; | ||
| providerFile: string; | ||
| typeSources: TypeSource[]; | ||
| excludedModels?: string[]; | ||
| } | ||
|
|
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| export const AI_SDK_CONFIGS: Partial<Record<AiProviderEnum, AiSdkConfig>> = { | ||
| [AiProviderEnum.ANTHROPIC]: { | ||
| package: 'anthropic', | ||
| providerFile: 'anthropic', | ||
| typeSources: [{ typeName: 'AnthropicMessagesModelId' }], | ||
| excludedModels: [ | ||
| 'claude-3-haiku-20240307', | ||
| 'claude-3-opus-20240229', | ||
| 'claude-3-sonnet-20240229', | ||
| ], | ||
| }, | ||
| [AiProviderEnum.CEREBRAS]: { | ||
| package: 'cerebras', | ||
| providerFile: 'cerebras', | ||
| typeSources: [{ typeName: 'CerebrasChatModelId' }], | ||
| }, | ||
| [AiProviderEnum.COHERE]: { | ||
| package: 'cohere', | ||
| providerFile: 'cohere', | ||
| typeSources: [{ typeName: 'CohereChatModelId' }], | ||
| excludedModels: [ | ||
| 'command-r-plus-04-2024', | ||
| 'command-r-03-2024', | ||
| 'command', | ||
| 'command-nightly', | ||
| 'command-light', | ||
| 'command-light-nightly', | ||
| ], | ||
| }, | ||
| [AiProviderEnum.DEEPSEEK]: { | ||
| package: 'deepseek', | ||
| providerFile: 'deep-seek', | ||
| typeSources: [{ typeName: 'DeepSeekChatModelId' }], | ||
| }, | ||
| [AiProviderEnum.DEEPINFRA]: { | ||
| package: 'deepinfra', | ||
| providerFile: 'deep-infra', | ||
| typeSources: [{ typeName: 'DeepInfraChatModelId' }], | ||
| excludedModels: [ | ||
| '01-ai/Yi-34B-Chat', | ||
| 'Austism/chronos-hermes-13b-v2', | ||
| 'KoboldAI/LLaMA2-13B-Tiefighter', | ||
| 'Phind/Phind-CodeLlama-34B-v2', | ||
| 'bigcode/starcoder2-15b', | ||
| 'bigcode/starcoder2-15b-instruct-v0.1', | ||
| 'codellama/CodeLlama-34b-Instruct-hf', | ||
| 'codellama/CodeLlama-70b-Instruct-hf', | ||
| 'cognitivecomputations/dolphin-2.6-mixtral-8x7b', | ||
| 'databricks/dbrx-instruct', | ||
| 'deepinfra/airoboros-70b', | ||
| 'google/codegemma-7b-it', | ||
| 'google/gemma-1.1-7b-it', | ||
| 'meta-llama/Llama-2-13b-chat-hf', | ||
| 'meta-llama/Llama-2-70b-chat-hf', | ||
| 'meta-llama/Llama-2-7b-chat-hf', | ||
| 'meta-llama/Meta-Llama-3-70B-Instruct', | ||
| 'meta-llama/Meta-Llama-3-8B-Instruct', | ||
| 'microsoft/Phi-3-medium-4k-instruct', | ||
| 'microsoft/WizardLM-2-7B', | ||
| 'mistralai/Mistral-7B-Instruct-v0.1', | ||
| 'mistralai/Mistral-7B-Instruct-v0.2', | ||
| 'mistralai/Mixtral-8x22B-Instruct-v0.1', | ||
| 'mistralai/Mixtral-8x22B-v0.1', | ||
| 'mistralai/Mixtral-8x7B-Instruct-v0.1', | ||
| 'openbmb/MiniCPM-Llama3-V-2_5', | ||
| 'openchat/openchat-3.6-8b', | ||
| 'openchat/openchat_3.5', | ||
| ], | ||
| }, | ||
| [AiProviderEnum.GOOGLE]: { | ||
| package: 'google', | ||
| providerFile: 'google', | ||
| typeSources: [{ typeName: 'GoogleGenerativeAIModelId' }], | ||
| excludedModels: [ | ||
| 'deep-research-pro-preview-12-2025', | ||
| 'gemini-2.0-flash-lite', | ||
| 'gemini-2.0-flash-lite-001', | ||
| 'gemini-2.5-flash-lite', | ||
| 'gemini-2.5-flash-lite-preview-09-2025', | ||
| 'gemini-flash-lite-latest', | ||
| 'gemma-3-12b-it', | ||
| 'gemma-3-1b-it', | ||
| 'gemma-3-27b-it', | ||
| 'gemma-3-4b-it', | ||
| 'gemma-3n-e2b-it', | ||
| 'gemma-3n-e4b-it', | ||
| 'learnlm-1.5-pro-experimental', | ||
| ], | ||
| }, | ||
| [AiProviderEnum.GOOGLE_VERTEX]: { | ||
| package: 'google-vertex', | ||
| providerFile: 'google-vertex', | ||
| typeSources: [ | ||
| { typeName: 'GoogleVertexModelId' }, | ||
| { | ||
| typeName: 'GoogleVertexAnthropicMessagesModelId', | ||
| distPath: 'dist/anthropic/index.d.ts', | ||
| }, | ||
| ], | ||
| excludedModels: [ | ||
| 'claude-3-5-haiku@20241022', | ||
| 'claude-3-haiku@20240307', | ||
| 'claude-3-opus@20240229', | ||
| 'claude-3-sonnet@20240229', | ||
| 'gemini-1.0-pro', | ||
| 'gemini-1.5-flash', | ||
| 'gemini-1.5-pro', | ||
| 'gemini-1.0-pro-001', | ||
| 'gemini-1.0-pro-002', | ||
| 'gemini-1.0-pro-vision-001', | ||
| 'gemini-1.5-flash-001', | ||
| 'gemini-1.5-flash-002', | ||
| 'gemini-1.5-pro-001', | ||
| 'gemini-1.5-pro-002', | ||
| 'gemini-2.0-flash-lite-preview-02-05', | ||
| 'gemini-2.5-flash-lite-preview-09-2025', | ||
| ], | ||
| }, | ||
| [AiProviderEnum.GROQ]: { | ||
| package: 'groq', | ||
| providerFile: 'groq', | ||
| typeSources: [{ typeName: 'GroqChatModelId' }], | ||
| excludedModels: [ | ||
| 'llama3-70b-8192', | ||
| 'llama3-8b-8192', | ||
| 'mixtral-8x7b-32768', | ||
| 'qwen-qwq-32b', | ||
| ], | ||
| }, | ||
| [AiProviderEnum.MISTRAL]: { | ||
| package: 'mistral', | ||
| providerFile: 'mistral', | ||
| typeSources: [{ typeName: 'MistralChatModelId' }], | ||
| excludedModels: [ | ||
| 'open-mistral-7b', | ||
| 'open-mixtral-8x7b', | ||
| 'open-mixtral-8x22b', | ||
| ], | ||
| }, | ||
| [AiProviderEnum.OPENAI]: { | ||
| package: 'openai', | ||
| providerFile: 'openai', | ||
| typeSources: [{ typeName: 'OpenAIChatModelId' }], | ||
| excludedModels: [ | ||
| 'chatgpt-4o-latest', | ||
| 'gpt-3.5-turbo', | ||
| 'gpt-3.5-turbo-0125', | ||
| 'gpt-3.5-turbo-1106', | ||
| 'gpt-3.5-turbo-16k', | ||
| 'gpt-4', | ||
| 'gpt-4-0125-preview', | ||
| 'gpt-4-0613', | ||
| 'gpt-4-1106-preview', | ||
| 'gpt-4-turbo', | ||
| 'gpt-4-turbo-2024-04-09', | ||
| 'gpt-4-turbo-preview', | ||
| 'gpt-4.1-mini-2025-04-14', | ||
| 'gpt-4.1-nano-2025-04-14', | ||
| 'gpt-4.5-preview', | ||
| 'gpt-4.5-preview-2025-02-27', | ||
| 'gpt-4o-2024-05-13', | ||
| 'gpt-4o-mini', | ||
| 'gpt-4o-mini-2024-07-18', | ||
| 'gpt-5-mini-2025-08-07', | ||
| 'gpt-5-nano-2025-08-07', | ||
| 'o1-mini', | ||
| 'o1-mini-2024-09-12', | ||
| 'o1-preview', | ||
| 'o1-preview-2024-09-12', | ||
| 'o3-mini', | ||
| 'o3-mini-2025-01-31', | ||
| 'o4-mini-2025-04-16', | ||
| ], | ||
| }, | ||
| [AiProviderEnum.PERPLEXITY]: { | ||
| package: 'perplexity', | ||
| providerFile: 'perplexity', | ||
| typeSources: [{ typeName: 'PerplexityLanguageModelId' }], | ||
| }, | ||
| [AiProviderEnum.TOGETHER_AI]: { | ||
| package: 'togetherai', | ||
| providerFile: 'together-ai', | ||
| typeSources: [{ typeName: 'TogetherAIChatModelId' }], | ||
| excludedModels: [ | ||
| 'Gryphe/MythoMax-L2-13b', | ||
| 'NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO', | ||
| 'Qwen/Qwen2.5-7B-Instruct-Turbo', | ||
| 'databricks/dbrx-instruct', | ||
| 'deepseek-ai/deepseek-llm-67b-chat', | ||
| 'google/gemma-2b-it', | ||
| 'meta-llama/Llama-2-13b-chat-hf', | ||
| 'meta-llama/Llama-3-70b-chat-hf', | ||
| 'meta-llama/Llama-3-8b-chat-hf', | ||
| 'meta-llama/Llama-3.2-3B-Instruct-Turbo', | ||
| 'meta-llama/Meta-Llama-3-70B-Instruct-Lite', | ||
| 'meta-llama/Meta-Llama-3-70B-Instruct-Turbo', | ||
| 'meta-llama/Meta-Llama-3-8B-Instruct-Lite', | ||
| 'meta-llama/Meta-Llama-3-8B-Instruct-Turbo', | ||
| 'microsoft/WizardLM-2-8x22B', | ||
| 'mistralai/Mistral-7B-Instruct-v0.1', | ||
| 'mistralai/Mistral-7B-Instruct-v0.2', | ||
| 'mistralai/Mistral-7B-Instruct-v0.3', | ||
| 'mistralai/Mixtral-8x22B-Instruct-v0.1', | ||
| 'mistralai/Mixtral-8x7B-Instruct-v0.1', | ||
| 'Qwen/QwQ-32B-Preview', | ||
| 'upstage/SOLAR-10.7B-Instruct-v1.0', | ||
| ], | ||
| }, | ||
| [AiProviderEnum.XAI]: { | ||
| package: 'xai', | ||
| providerFile: 'xai', | ||
| typeSources: [{ typeName: 'XaiChatModelId' }], | ||
| excludedModels: [ | ||
| 'grok-3-mini', | ||
| 'grok-3-mini-fast', | ||
| 'grok-3-mini-fast-latest', | ||
| ], | ||
| }, | ||
| }; | ||
|
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| const NON_CHAT_KEYWORDS = [ | ||
|
Contributor
Author
There was a problem hiding this comment. im sure theres more we dont want, we can add to this whenever |
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| 'guard', | ||
| 'embed', | ||
| 'audio', | ||
| 'tts', | ||
| 'native-audio', | ||
| 'imagen', | ||
| 'search-preview', | ||
| 'aqa', | ||
| 'robotics', | ||
| 'computer-use', | ||
| 'nano-banana', | ||
| 'veo', | ||
| '-image', | ||
| ]; | ||
|
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| const PROVIDERS_DIR = path.join( | ||
| __dirname, | ||
| '../../packages/openops/src/lib/ai/providers', | ||
| ); | ||
|
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| async function fetchAiSdkModels( | ||
| pkg: string, | ||
| source: TypeSource, | ||
| ): Promise<string[]> { | ||
| const distPath = source.distPath ?? 'dist/index.d.ts'; | ||
| const url = `https://unpkg.com/@ai-sdk/${pkg}@latest/${distPath}`; | ||
|
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Contributor
Author
There was a problem hiding this comment. nah this is correct, we barely update the AI-sdk and it worked so far when adding new models that are not in the package yet |
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| const response = await fetch(url); | ||
| if (!response.ok) { | ||
| throw new Error( | ||
| `Failed to fetch @ai-sdk/${pkg} types: ${response.statusText}`, | ||
| ); | ||
| } | ||
|
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| const dts = await response.text(); | ||
| const pattern = new RegExp( | ||
| String.raw`type\s+${source.typeName}\s*=\s*([^;]+);`, | ||
| 's', | ||
| ); | ||
| const match = pattern.exec(dts); | ||
| if (!match) { | ||
| throw new Error(`Could not find type ${source.typeName} in @ai-sdk/${pkg}`); | ||
| } | ||
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| return [...match[1].matchAll(/'([^']+)'/g)] | ||
| .map((m) => m[1]) | ||
| .filter( | ||
| (id) => !NON_CHAT_KEYWORDS.some((kw) => id.toLowerCase().includes(kw)), | ||
| ); | ||
| } | ||
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| function getCurrentModels(providerFile: string): string[] { | ||
| const filePath = path.join(PROVIDERS_DIR, `${providerFile}.ts`); | ||
| if (!fs.existsSync(filePath)) return []; | ||
|
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| const content = fs.readFileSync(filePath, 'utf-8'); | ||
| const match = content.match(/const\s+\w+Models\s*=\s*\[([\s\S]*?)\];/); | ||
| if (!match) return []; | ||
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| return match[1] | ||
| .split(',') | ||
| .map((line) => line.match(/['"]([^'"]+)['"]/)?.[1]) | ||
| .filter((model): model is string => model != null) | ||
| .sort(); | ||
| } | ||
|
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| function updateProviderFile(providerFile: string, models: string[]): void { | ||
| const filePath = path.join(PROVIDERS_DIR, `${providerFile}.ts`); | ||
| const content = fs.readFileSync(filePath, 'utf-8'); | ||
| const match = content.match(/const\s+(\w+Models)\s*=\s*\[([\s\S]*?)\];/); | ||
| if (!match) return; | ||
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| const arrayName = match[1]; | ||
| const formattedModels = models.map((model) => ` '${model}',`).join('\n'); | ||
| const newArray = `const ${arrayName} = [\n${formattedModels}\n];`; | ||
| const updatedContent = content.replace( | ||
| /const\s+\w+Models\s*=\s*\[([\s\S]*?)\];/, | ||
| newArray, | ||
|
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Contributor
Author
There was a problem hiding this comment. this was fixed in an antoher pr but yes we assume theres only 1 |
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| ); | ||
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| fs.writeFileSync(filePath, updatedContent, 'utf-8'); | ||
| } | ||
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| async function main() { | ||
| const shouldUpdate = process.argv.includes('--update'); | ||
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| let hasChanges = false; | ||
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| for (const [provider, config] of Object.entries(AI_SDK_CONFIGS)) { | ||
| if (!config) continue; | ||
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| let latestModels: string[]; | ||
| try { | ||
| const results = await Promise.all( | ||
| config.typeSources.map((source) => | ||
| fetchAiSdkModels(config.package, source), | ||
| ), | ||
| ); | ||
| const excluded = config.excludedModels ?? []; | ||
| latestModels = [...new Set(results.flat())] | ||
| .filter((m) => !excluded.includes(m)) | ||
| .sort((a, b) => a.localeCompare(b)); | ||
| } catch (error) { | ||
| console.error(`Skipping ${provider}: ${(error as Error).message}`); | ||
| continue; | ||
| } | ||
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| const currentModels = getCurrentModels(config.providerFile); | ||
| const added = latestModels.filter((m) => !currentModels.includes(m)); | ||
| const removed = currentModels.filter((m) => !latestModels.includes(m)); | ||
|
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| if (added.length === 0 && removed.length === 0) { | ||
| continue; | ||
| } | ||
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| hasChanges = true; | ||
| console.log(`${provider}:`); | ||
| if (added.length > 0) console.log(` +${added.length}`); | ||
| if (removed.length > 0) console.log(` -${removed.length}`); | ||
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| if (shouldUpdate) { | ||
| updateProviderFile(config.providerFile, latestModels); | ||
| } | ||
| } | ||
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| process.exit(hasChanges ? 1 : 0); | ||
| } | ||
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| if (require.main === module) { | ||
| main().catch((error) => { | ||
|
Check warning on line 378 in tools/scripts/sync-models.ts
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| console.error('❌ Error:', error); | ||
| process.exit(1); | ||
| }); | ||
| } | ||
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I think this should be on the tools folder