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LICENSE IN license.txt","homepage":"https://github.com/genesislcap/foundation-ui#readme","repository":{"url":"git+https://github.com/genesislcap/foundation-ui.git","type":"git","directory":"packages/foundation/foundation-ai"},"description":"Genesis Foundation AI - Provider-agnostic AI configuration and shared utilities","maintainers":[{"name":"genesisnpm","email":"npm.hosting@genesis.global"}],"readme":"# Genesis Foundation AI\n\n[![lerna](https://img.shields.io/badge/maintained%20with-lerna-cc00ff.svg)](https://lerna.js.org/)\n[![TypeScript](https://img.shields.io/badge/%3C%2F%3E-TypeScript-%230074c1.svg)](https://www.typescriptlang.org/)\n\n## [API Docs](./docs/api/index.md)\n\nProvider-agnostic AI configuration and shared utilities. Configure once at app bootstrap; use across components via dependency injection.\n\n> **Beta – not for production**  \n> This package is in beta. Do not use in production. API surface and behaviour may change. It is intended for evaluation and development only.\n\n**Supported providers:**\n\n- **OpenAI (server proxy)** – Client calls your server at `/gwf/ai-service/chat-completions`; server calls OpenAI.\n- **Chrome built-in AI** – Prompt API / Gemini Nano (no API key; Chrome 138+)\n\nEach provider exposes capabilities such as `interpretCriteria` (natural language to structured criteria). Future capabilities (e.g. summarization) will be added as optional methods on the same interface.\n\n---\n\n## Feature flag\n\nAI features are **disabled by default**. Enable them via URL parameter or environment variable:\n\n**URL parameter** — append `?feature.ai` to any URL (useful for testing without rebuilding):\n```\nhttps://your-app.com/?feature.ai\n```\n\n**Environment variable** — set `GENX_ENABLE_AI=true` in your app's `.env` file to enable permanently without a URL parameter:\n```\nGENX_ENABLE_AI=true\n```\n\nWhen the flag is off:\n\n- `createAIProvider()` and `getAIProvider()` return a no-op provider\n- `resolveAIConfig()` returns `null`\n- AI components (e.g. `*-ai-criteria-search`, `*-ai-indicator`) do not render\n\nYou can check the flag programmatically:\n\n```ts\nimport { isAIFeatureEnabled, AI_FEATURE_FLAG } from '@genesislcap/foundation-ai';\n\nif (isAIFeatureEnabled()) {\n  // AI features are enabled\n}\n```\n\n---\n\n## Installation\n\nAdd `@genesislcap/foundation-ai` as a dependency. Run `npm run bootstrap` after changing dependencies.\n\n```json\n{\n  \"dependencies\": {\n    \"@genesislcap/foundation-ai\": \"latest\"\n  }\n}\n```\n\n---\n\n## Configuration\n\n### 1. Resolve config (Chrome-first or OpenAI)\n\nUse `resolveAIConfig` to prefer Chrome when available, with server proxy as fallback:\n\n```ts\nimport { createAIProvider, resolveAIConfig, AIProvider } from '@genesislcap/foundation-ai';\n\n// Server URL is derived from API_HOST. Use provider and model:\nconst aiConfig = await resolveAIConfig({\n  provider: 'openai',\n  model: 'gpt-4o-mini',\n  preferChrome: true,\n});\n```\n\n### 2. Register provider in DI\n\nRegister the provider at app bootstrap (e.g. in `main.ts`):\n\n```ts\nimport { Registration } from '@microsoft/fast-foundation';\n\nthis.container.register(\n  Registration.instance(AIProvider, createAIProvider(aiConfig)),\n);\n```\n\nConfigure once; all components using `getAIProvider()` receive the same instance.\n\n### 3. Use in components\n\n```ts\nimport { getAIProvider } from '@genesislcap/foundation-ai';\n\nconst aiProvider = getAIProvider();\nif (aiProvider?.interpretCriteria) {\n  const result = await aiProvider.interpretCriteria(input, { fields: fieldMetadata });\n}\n```\n\n---\n\n## Server-side web handler (OpenAI proxy)\n\nThe client posts to `/gwf/ai-service/chat-completions`. You must configure a Genesis web handler on your server to proxy these requests to OpenAI. The API key stays on the server and is never exposed to the client.\n\n### 1. Add a web handler script\n\nCreate a `*-web-handler.kts` file in your Genesis app's scripts folder (e.g. `src/main/genesis/scripts/`). Example for OpenAI:\n\n```kotlin\n/**\n * AI web handler - proxies OpenAI Chat Completions requests.\n * API key is read from OPENAI_API_KEY env var (never exposed to client).\n */\nimport com.fasterxml.jackson.annotation.JsonAlias\nimport com.fasterxml.jackson.annotation.JsonProperty\nimport com.fasterxml.jackson.databind.ObjectMapper\nimport java.net.URI\nimport java.net.http.HttpClient\nimport java.net.http.HttpRequest\nimport java.net.http.HttpResponse\nimport java.nio.charset.StandardCharsets\n\ndata class ChatCompletionsRequest(\n    val provider: String = \"openai\",\n    val model: String = \"gpt-4o-mini\",\n    @JsonProperty(\"SYSTEM_PROMPT\") @JsonAlias(\"systemPrompt\") val systemPrompt: String,\n    @JsonProperty(\"USER_PROMPT\") @JsonAlias(\"userPrompt\") val userPrompt: String,\n    @JsonProperty(\"RESPONSE_SCHEMA\") @JsonAlias(\"responseSchema\") val responseSchema: Map<String, Any>? = null,\n)\n\ndata class ChatCompletionsResponse(\n    val content: String,\n)\n\nwebHandlers(\"ai-service\") {\n    val httpClient = HttpClient.newBuilder().build()\n    val apiKey = java.lang.System.getenv(\"OPENAI_API_KEY\")\n\n    endpoint<ChatCompletionsRequest, ChatCompletionsResponse>(POST, \"chat-completions\") {\n        handleRequest {\n            val req = body\n            if (req.provider != \"openai\") {\n                throw IllegalStateException(\"Only 'openai' provider is supported for now\")\n            }\n            if (apiKey.isNullOrBlank()) {\n                throw IllegalStateException(\"OPENAI_API_KEY is not configured on the server\")\n            }\n            val responseFormat = req.responseSchema?.let { schema ->\n                mapOf(\n                    \"type\" to \"json_schema\",\n                    \"json_schema\" to mapOf(\n                        \"name\" to \"structured_response\",\n                        \"strict\" to true,\n                        \"schema\" to schema,\n                    ),\n                )\n            }\n            val openAiBody = mapOf(\n                \"model\" to req.model,\n                \"messages\" to listOf(\n                    mapOf(\"role\" to \"system\", \"content\" to req.systemPrompt),\n                    mapOf(\"role\" to \"user\", \"content\" to req.userPrompt),\n                ),\n            ) + (responseFormat?.let { mapOf(\"response_format\" to it) } ?: emptyMap())\n\n            val objectMapper = ObjectMapper()\n            val requestBody = objectMapper.writeValueAsString(openAiBody)\n            val request = HttpRequest.newBuilder()\n                .uri(URI.create(\"https://api.openai.com/v1/chat/completions\"))\n                .header(\"Authorization\", \"Bearer $apiKey\")\n                .header(\"Content-Type\", \"application/json\")\n                .POST(HttpRequest.BodyPublishers.ofString(requestBody, StandardCharsets.UTF_8))\n                .build()\n\n            val response = httpClient.send(request, HttpResponse.BodyHandlers.ofString(StandardCharsets.UTF_8))\n\n            if (response.statusCode() >= 400) {\n                LOG.error(\"OpenAI API error: ${response.statusCode()} - ${response.body()}\")\n                throw RuntimeException(\"OpenAI API error: ${response.statusCode()}\")\n            }\n\n            val json = objectMapper.readTree(response.body())\n            val choices = json.path(\"choices\")\n            val content = if (choices.isArray && !choices.isEmpty) {\n                choices.get(0).path(\"message\").path(\"content\").asText()\n            } else \"\"\n            ChatCompletionsResponse(content = content)\n        }\n    }\n}\n```\n\n### 2. Set the API key\n\nConfigure `OPENAI_API_KEY` on the server (env var, system config, or secrets manager). Do not expose it to the client.\n\n### Error codes a proxy can send\n\nThe Anthropic and Gemini transports read a `code` from a proxy's JSON error body, `{ \"code\": \"…\", \"error\": \"…\" }`,\nand act on it whatever the status:\n\n- `NO_API_KEY`, `BAD_API_KEY`, `KEY_UNREADABLE`, `MODEL_NOT_ALLOWED`, `BAD_REQUEST`, `FALLBACKS_NOT_SUPPORTED`\n  and `REQUEST_TOO_LARGE` are configuration errors. The request is not retried, and `AIServiceError` is thrown.\n- `VENDOR_UNREACHABLE` is retried like its status would be, and `AIServiceError` is thrown if it still fails.\n- Any other code is handled by its status, as before.\n- A 401 or 403 carrying the Genesis router's NACK (`MESSAGE_TYPE: 'MSG_NACK'`, an `ERROR` list), or an empty\n  body, is the app's router refusing the request before the proxy runs, with no session or without the\n  right. It throws `AIServiceError` with `SIGNED_OUT` or `ACCESS_DENIED`, from `AI_SERVICE_ACCESS_REFUSALS`,\n  which are not codes a proxy sends. Any other code-less 401 or 403 is handled by its status.\n- A 413 with no `code` and an empty or non-JSON body is a size cap in front of the proxy. It throws\n  `AIServiceError` with `REQUEST_TOO_LARGE`, and is not retried.\n- `AIServiceError.message` holds the vendor, status and code only. The proxy's own `error` text is on\n  `detail`, and is logged to the console.\n\n`AI_SERVICE_ERROR_CODES` lists them, and `DEFAULT_AI_SERVICE_ERROR_MESSAGES` has what the assistant tells the user\nfor each. The `error` text is for the console only. A proxy should use these constants rather than restate them.\n\n---\n\n## Manual provider selection\n\nTo force a specific provider instead of using `resolveAIConfig`:\n\n```ts\n// Server proxy (provider + model; URL derived from API_HOST)\nRegistration.instance(AIProvider, createAIProvider({\n  provider: 'openai',\n  model: 'gpt-4o-mini',\n}));\n\n// Chrome only (when available)\nRegistration.instance(AIProvider, createAIProvider({\n  providerType: 'chrome',\n}));\n```\n\n---\n\n## Chrome built-in AI (Prompt API / Gemini Nano)\n\nThe Chrome provider uses the [Prompt API](https://developer.chrome.com/docs/ai/prompt-api) with Gemini Nano. It runs on-device; no API key and no data is sent to external services.\n\n### Production (deployed apps)\n\nChrome built-in AI is in an **origin trial**. For production domains, users do **not** need to enable any flags:\n\n1. [Enroll your domain](https://developer.chrome.com/origintrials/#/view_trial/2533837740349325313) in the Prompt API origin trial.\n2. Add the origin trial token (meta tag or header) to your app.\n3. The model download is triggered when your app calls `LanguageModel.create()` from a user gesture (e.g. the AI indicator \"Install model\" button).\n\n### Local development (localhost)\n\nFor testing on `localhost`, enable these Chrome flags:\n\n- `chrome://flags/#optimization-guide-on-device-model` → **Enabled**\n- `chrome://flags/#prompt-api-for-gemini-nano` → **Enabled**\n\nRestart Chrome after changing flags.\n\n### Hardware and system requirements\n\n- **OS:** Windows 10/11, macOS 13+, Linux, or ChromeOS (Chromebook Plus)\n- **Storage:** At least 22 GB free (for model download)\n- **GPU:** >4 GB VRAM, or **CPU:** 16 GB RAM and 4+ cores\n- **Network:** Unmetered connection for initial model download only; inference runs offline\n\nSee [Chrome's Prompt API docs](https://developer.chrome.com/docs/ai/prompt-api) for full requirements.\n\n---\n\n## Speech-to-text\n\nThe package includes Web Speech API utilities for voice input:\n\n```ts\nimport { isSpeechRecognitionAvailable, startSpeechRecognition } from '@genesislcap/foundation-ai';\n\nif (isSpeechRecognitionAvailable()) {\n  const stop = startSpeechRecognition(\n    (transcript, isFinal) => { /* handle transcript */ },\n    () => { /* on error */ },\n  );\n  // Call stop() to end recording\n}\n```\n\n---\n\n## License\n\nThis project provides front-end dependencies and uses licensed components. Licenses are required during development. Contact [Genesis Global](https://genesis.global/contact-us/) for details.\n\n### Licensed components\n\nGenesis low-code platform\n","readmeFilename":"README.md"}