javascript-sdk: Скилл для AI приложений и агентов

--- name: javascript-sdk description: | JavaScript/TypeScript SDK for inference.sh - run AI apps, build agents, integrate 150+ models. Package: @inferencesh/sdk (npm install). Full TypeScript support, streaming, file uploads. Build agents with template or ad-hoc patterns, tool builder API, skills, human approval. Use for: JavaScript integration, TypeScript, Node.js, React, Next.js, frontend apps. Triggers: javascript sdk, typescript sdk, npm install, node.js api, js client, react ai, next.js ai, frontend sdk, @inferencesh/sdk, typescript agent, browser sdk, js integration allowed-tools: Bash(npm *), Bash(npx *), Bash(node *), Bash(pnpm *), Bash(yarn *) --- # JavaScript SDK  Build AI applications with the [inference.sh](https://inference.sh) JavaScript/TypeScript SDK. ## Quick Start ```bash npm install @inferencesh/sdk ``` ```typescript import { inference } from '@inferencesh/sdk'; const client = inference({ apiKey: 'inf_your_key' }); // Run an AI app const result = await client.run({ app: 'infsh/flux-schnell', input: { prompt: 'A sunset over mountains' } }); console.log(result.output); ``` ## Installation ```bash npm install @inferencesh/sdk # or yarn add @inferencesh/sdk # or pnpm add @inferencesh/sdk ``` **Requirements:** Node.js 18.0.0+ (or modern browser with fetch) ## Authentication ```typescript import { inference } from '@inferencesh/sdk'; // Direct API key const client = inference({ apiKey: 'inf_your_key' }); // From environment variable (recommended) const client = inference({ apiKey: process.env.INFERENCE_API_KEY }); // For frontend apps (use proxy) const client = inference({ proxyUrl: '/api/inference/proxy' }); ``` Get your API key: Settings → API Keys → Create API Key ## Running Apps ### Basic Execution ```typescript const result = await client.run({ app: 'infsh/flux-schnell', input: { prompt: 'A cat astronaut' } }); console.log(result.status); // "completed" console.log(result.output); // Output data ``` ### Fire and Forget ```typescript const task = await client.run({ app: 'google/veo-3-1-fast', input: { prompt: 'Drone flying over mountains' } }, { wait: false }); console.log(`Task ID: ${task.id}`); // Check later with client.getTask(task.id) ``` ### Streaming Progress ```typescript const stream = await client.run({ app: 'google/veo-3-1-fast', input: { prompt: 'Ocean waves at sunset' } }, { stream: true }); for await (const update of stream) { console.log(`Status: ${update.status}`); if (update.logs?.length) { console.log(update.logs.at(-1)); } } ``` ### Run Parameters | Parameter | Type | Description | |-----------|------|-------------| | `app` | string | App ID (namespace/name@version) | | `input` | object | Input matching app schema | | `setup` | object | Hidden setup configuration | | `infra` | string | 'cloud' or 'private' | | `session` | string | Session ID for stateful execution | | `session_timeout` | number | Idle timeout (1-3600 seconds) | ## File Handling ### Automatic Upload ```typescript const result = await client.run({ app: 'image-processor', input: { image: '/path/to/image.png' // Auto-uploaded } }); ``` ### Manual Upload ```typescript // Basic upload const file = await client.uploadFile('/path/to/image.png'); // With options const file = await client.uploadFile('/path/to/image.png', { filename: 'custom_name.png', contentType: 'image/png', public: true }); const result = await client.run({ app: 'image-processor', input: { image: file.uri } }); ``` ### Browser File Upload ```typescript const input = document.querySelector('input[type="file"]'); const file = await client.uploadFile(input.files[0]); ``` ## Sessions (Stateful Execution) Keep workers warm across multiple calls: ```typescript // Start new session const result = await client.run({ app: 'my-app', input: { action: 'init' }, session: 'new', session_timeout: 300 // 5 minutes }); const sessionId = result.session_id; // Continue in same session const result2 = await client.run({ app: 'my-app', input: { action: 'process' }, session: sessionId }); ``` ## Agent SDK ### Template Agents Use pre-built agents from your workspace: ```typescript const agent = client.agent('my-team/support-agent@latest'); // Send message const response = await agent.sendMessage('Hello!'); console.log(response.text); // Multi-turn conversation const response2 = await agent.sendMessage('Tell me more'); // Reset conversation agent.reset(); // Get chat history const chat = await agent.getChat(); ``` ### Ad-hoc Agents Create custom agents programmatically: ```typescript import { tool, string, number, appTool } from '@inferencesh/sdk'; // Define tools const calculator = tool('calculate') .describe('Perform a calculation') .param('expression', string('Math expression')) .build(); const imageGen = appTool('generate_image', 'infsh/flux-schnell@latest') .describe('Generate an image') .param('prompt', string('Image description')) .build(); // Create agent const agent = client.agent({ core_app: { ref: 'infsh/claude-sonnet-4@latest' }, system_prompt: 'You are a helpful assistant.', tools: [calculator, imageGen], temperature: 0.7, max_tokens: 4096 }); const response = await agent.sendMessage('What is 25 * 4?'); ``` ### Available Core Apps | Model | App Reference | |-------|---------------| | Claude Sonnet 4 | `infsh/claude-sonnet-4@latest` | | Claude 3.5 Haiku | `infsh/claude-haiku-35@latest` | | GPT-4o | `infsh/gpt-4o@latest` | | GPT-4o Mini | `infsh/gpt-4o-mini@latest` | ## Tool Builder API ### Parameter Types ```typescript import { string, number, integer, boolean, enumOf, array, obj, optional } from '@inferencesh/sdk'; const name = string('User's name'); const age = integer('Age in years'); const score = number('Score 0-1'); const active = boolean('Is active'); const priority = enumOf(['low', 'medium', 'high'], 'Priority'); const tags = array(string('Tag'), 'List of tags'); const address = obj({ street: string('Street'), city: string('City'), zip: optional(string('ZIP')) }, 'Address'); ``` ### Client Tools (Run in Your Code) ```typescript const greet = tool('greet') .display('Greet User') .describe('Greets a user by name') .param('name', string('Name to greet')) .requireApproval() .build(); ``` ### App Tools (Call AI Apps) ```typescript const generate = appTool('generate_image', 'infsh/flux-schnell@latest') .describe('Generate an image from text') .param('prompt', string('Image description')) .setup({ model: 'schnell' }) .input({ steps: 20 }) .requireApproval() .build(); ``` ### Agent Tools (Delegate to Sub-agents) ```typescript import { agentTool } from '@inferencesh/sdk'; const researcher = agentTool('research', 'my-org/researcher@v1') .describe('Research a topic') .param('topic', string('Topic to research')) .build(); ``` ### Webhook Tools (Call External APIs) ```typescript import { webhookTool } from '@inferencesh/sdk'; const notify = webhookTool('slack', 'https://hooks.slack.com/...') .describe('Send Slack notification') .secret('SLACK_SECRET') .param('channel', string('Channel')) .param('message', string('Message')) .build(); ``` ### Internal Tools (Built-in Capabilities) ```typescript import { internalTools } from '@inferencesh/sdk'; const config = internalTools() .plan() .memory() .webSearch(true) .codeExecution(true) .imageGeneration({ enabled: true, appRef: 'infsh/flux@latest' }) .build(); const agent = client.agent({ core_app: { ref: 'infsh/claude-sonnet-4@latest' }, internal_tools: config }); ``` ## Streaming Agent Responses ```typescript const response = await agent.sendMessage('Explain quantum computing', { onMessage: (msg) => { if (msg.content) { process.stdout.write(msg.content); } }, onToolCall: async (call) => { console.log(`n[Tool: ${call.name}]`); const result = await executeTool(call.name, call.args); agent.submitToolResult(call.id, result); } }); ``` ## File Attachments ```typescript // From file path (Node.js) import { readFileSync } from 'fs'; const response = await agent.sendMessage('What's in this image?', { files: [readFileSync('image.png')] }); // From base64 const response = await agent.sendMessage('Analyze this', { files: ['data:image/png;base64,iVBORw0KGgo...'] }); // From browser File object const input = document.querySelector('input[type="file"]'); const response = await agent.sendMessage('Describe this', { files: [input.files[0]] }); ``` ## Skills (Reusable Context) ```typescript const agent = client.agent({ core_app: { ref: 'infsh/claude-sonnet-4@latest' }, skills: [ { name: 'code-review', description: 'Code review guidelines', content: '# Code Reviewnn1. Check securityn2. Check performance...' }, { name: 'api-docs', description: 'API documentation', url: 'https://example.com/skills/api-docs.md' } ] }); ``` ## Server Proxy (Frontend Apps) For browser apps, proxy through your backend to keep API keys secure: ### Client Setup ```typescript const client = inference({ proxyUrl: '/api/inference/proxy' // No apiKey needed on frontend }); ``` ### Next.js Proxy (App Router) ```typescript // app/api/inference/proxy/route.ts import { createRouteHandler } from '@inferencesh/sdk/proxy/nextjs'; const route = createRouteHandler({ apiKey: process.env.INFERENCE_API_KEY }); export const POST = route.POST; ``` ### Express Proxy ```typescript import express from 'express'; import { createProxyMiddleware } from '@inferencesh/sdk/proxy/express'; const app = express(); app.use('/api/inference/proxy', createProxyMiddleware({ apiKey: process.env.INFERENCE_API_KEY })); ``` ### Supported Frameworks - Next.js (App Router & Pages Router) - Express - Hono - Remix - SvelteKit ## TypeScript Support Full type definitions included: ```typescript import type { TaskDTO, ChatDTO, ChatMessageDTO, AgentTool, TaskStatusCompleted, TaskStatusFailed } from '@inferencesh/sdk'; if (result.status === TaskStatusCompleted) { console.log('Done!'); } else if (result.status === TaskStatusFailed) { console.log('Failed:', result.error); } ``` ## Error Handling ```typescript import { RequirementsNotMetException, InferenceError } from '@inferencesh/sdk'; try { const result = await client.run({ app: 'my-app', input: {...} }); } catch (e) { if (e instanceof RequirementsNotMetException) { console.log('Missing requirements:'); for (const err of e.errors) { console.log(` - ${err.type}: ${err.key}`); } } else if (e instanceof InferenceError) { console.log('API error:', e.message); } } ``` ## Human Approval Workflows ```typescript const response = await agent.sendMessage('Delete all temp files', { onToolCall: async (call) => { if (call.requiresApproval) { const approved = await promptUser(`Allow ${call.name}?`); if (approved) { const result = await executeTool(call.name, call.args); agent.submitToolResult(call.id, result); } else { agent.submitToolResult(call.id, { error: 'Denied by user' }); } } } }); ``` ## CommonJS Support ```javascript const { inference, tool, string } = require('@inferencesh/sdk'); const client = inference({ apiKey: 'inf_...' }); const result = await client.run({...}); ``` ## Reference Files - [Agent Patterns](references/agent-patterns.md) - Multi-agent, RAG, batch processing patterns - [Tool Builder](references/tool-builder.md) - Complete tool builder API reference - [Server Proxy](references/server-proxy.md) - Next.js, Express, Hono, Remix, SvelteKit setup - [Streaming](references/streaming.md) - Real-time progress updates and SSE handling - [File Handling](references/files.md) - Upload, download, and manage files - [Sessions](references/sessions.md) - Stateful execution with warm workers - [TypeScript](references/typescript.md) - Type definitions and type-safe patterns - [React Integration](references/react-integration.md) - Hooks, components, and patterns ## Related Skills ```bash # Python SDK npx skills add inferencesh/skills@python-sdk # Full platform skill (all 150+ apps via CLI) npx skills add inferencesh/skills@inference-sh # LLM models npx skills add inferencesh/skills@llm-models # Image generation npx skills add inferencesh/skills@ai-image-generation ``` ## Documentation - [JavaScript SDK Reference](https://inference.sh/docs/api/sdk-javascript) - Full API documentation - [Agent SDK Overview](https://inference.sh/docs/api/agent-sdk) - Building agents - [Tool Builder Reference](https://inference.sh/docs/api/agent-tools) - Creating tools - [Server Proxy Setup](https://inference.sh/docs/api/sdk/server-proxy) - Frontend integration - [Authentication](https://inference.sh/docs/api/authentication) - API key setup - [Streaming](https://inference.sh/docs/api/sdk/streaming) - Real-time updates - [File Uploads](https://inference.sh/docs/api/sdk/files) - File handling