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AI JavaScript SDK","homepage":"https://github.com/jina-ai/jinaai-js#readme","keywords":["Jina AI","Jina"],"repository":{"type":"git","url":"git+https://github.com/jina-ai/jinaai-js.git"},"contributors":[{"name":"Guillaume Roncari","email":"guillaume.roncari@jina.ai"}],"bugs":{"url":"https://github.com/jina-ai/jinaai-js/issues"},"license":"Apache-2.0","readme":"# JinaAI JavaScript SDK\n\nThe JinaAI JavaScript SDK serves as an efficient conduit for incorporating Jina AI's suite of products — [SceneXplain](https://scenex.jina.ai/), [PromptPerfect](https://promptperfect.jina.ai/), [Rationale](https://rationale.jina.ai/), [BestBanner](https://bestbanner.jina.ai/), and [JinaChat](https://chat.jina.ai/) — into your JavaScript applications. It provides a potent interface to Jina AI's APIs, letting you craft and optimize prompts with ease, making it an indispensable tool for streamlined application development.\n\n## Installing\n\n### Package manager\n\nUsing npm:\n\n```bash\n$ npm install jinaai\n```\n\nUsing Yarn:\n\n```bash\n$ yarn add jinaai\n```\n\nYou can import the library using the `import` or `require` approach:\n\n```javascript\nimport JinaAI from 'jinaai';\n```\n\n```javascript\nconst JinaAI = require('jinaai');\n```\n\n## API secrets\n\nTo generate an API secret, you need to authenticate on each respective platform's API tab:\n\n- [SceneXplain API](https://scenex.jina.ai/api)\n- [PromptPerfect API](https://promptperfect.jina.ai/api)\n- [Rationale API](https://rationale.jina.ai/api)\n- [JinaChat API](https://chat.jina.ai/api)\n- [BestBanner API](https://bestbanner.jina.ai/api)\n\n> **Note:** Each secret is product-specific and cannot be interchanged. If you're planning to use multiple products, you'll need to generate a separate secret for each.\n\n## Example usage\n\nImport the SDK and instantiate a new client with your authentication secret:\n\n```typescript\nimport JinaAI from 'jinaai';\n\nconst jinaai = new JinaAI({ secrets: {\n    'promptperfect-secret': 'XXXXXX',\n    'scenex-secret': 'XXXXXX',\n    'rationale-secret': 'XXXXXX',\n    'jinachat-secret': 'XXXXXX',\n    'bestbanner-secret': 'XXXXXX',\n}});\n```\n\nDescribe images:\n\n```typescript\nconst descriptions = await jinaai.describe(\n    'https://picsum.photos/200'\n);\n```\n\nEvaluate situations:\n\n```typescript\nconst decisions = await jinaai.decide(\n    'Going to Paris this summer', \n    { analysis: 'proscons' }\n);\n```\n\nOptimize prompts:\n\n```typescript\nconst prompts = await jinaai.optimize(\n    'Write an Hello World function in Typescript'\n);\n```\n\nGenerate complex answer:\n\n```typescript\nconst output = await jinaai.generate(\n    'Give me a recipe for a pizza with pineapple'\n);\n```\n\nCreate images from text:\n\n```typescript\nconst output = await jinaai.imagine(\n    'A controversial fusion of sweet pineapple and savory pizza.'\n);\n```\n\nUse APIs together:\n\n```typescript\nconst situations = [\n    'factory-1.png',\n    'factory-2.png',\n    'factory-3.png',\n    'factory-4.png',\n].map(i => toBase64(i));\n\nconst descriptions = await jinaai.describe(situations);\n\nconst prompt1 = [\n    'Do any of those situations present a danger?',\n    'Reply with [YES] or [NO] and explain why',\n    ...descriptions.results.map(desc => 'SITUATION: ' + desc.output),\n];\n\nconst analysis = await jinaai.generate(\n    prompt1.join('\\n')\n);\n\nconst prompt2 = [\n    'What should be done first to make those situations safer?',\n    'I only want the most urgent situation',\n    ...descriptions.results.map(desc => 'SITUATION: ' + desc.output),\n];\n\nconst recommendation = await jinaai.generate(propmt2.join('\\n'));\n\nconst swot = await jinaai.decide(\n    recommendation.output,\n    { analysis: 'swot' }\n);\n\nconst banners = await jinaai.imagine(\n    descriptions!.results.map(d => d.output)\n);\n```\n\n\n## Raw Output\n\nYou can retrieve the raw output of each APIs by passing `raw: true` in the options:\n\n```typescript\nconst descriptions = await jinaai.describe(\n    'https://picsum.photos/200',\n    { raw: true }\n);\n\nconsole.log(descriptions.raw)\n```\n\n## Custom Base Urls\n\nCustom base Urls can be passed directly in the client's constructor:\n\n```typescript\nconst jinaai = new JinaAI({\n    baseUrls: {\n        promptperfect: 'https://promptperfect-customurl.jina.ai',\n        scenex: 'https://scenex-customurl.jina.ai',\n        rationale: 'https://rationale-customurl.jina.ai',\n        jinachat: 'https://jinachat-customurl.jina.ai',\n        bestbanner: 'https://bestbanner-customurl.jina.ai',\n    }\n});\n```\n\n## API Documentation\n\n- JinaAi.describe\n\n```typescript\nJinaAI.describe(\n    input: string | string[],\n    options?: SceneXOptions\n): Promise<SceneXOutput>\n```\n\n```typescript\ntype SceneXAlgorithm = 'Aqua' | 'Bolt' | 'Comet' | 'Dune' | 'Ember' | 'Flash' | 'Glide' | 'Hearth' | 'Inception' | 'Jelly';\n```\n\n```typescript\ntype SceneXFeatures = Array<'high_quality' | 'question_answer' | 'tts' | 'opt-out' | 'json'>;\n```\n\n```typescript\ntype SceneXOptions = {\n    algorithm?: SceneXAlgorithm,\n    features?: SceneXFeatures,\n    languages?: Array<Languages>,\n    question?: string,\n    style?: 'default' | 'concise' | 'prompt',\n    output_length?: number | null,\n    json_schema?: Object,\n    callback_url?: string,\n    reportProgress?: (videoIndex: number, progress: string)=> void,\n};\n```\n\n```typescript\ntype SceneXOutput = {\n    results: Array<{\n        output: string,\n        i18n?: {\n            [key: string]: string | SceneXStoryOutput | SceneXSVideoOutput\n        },\n        tts?: {\n            [key: string]: string\n        },\n        ssml?: {\n            [key: string]: string\n        }\n    }>\n};\n```\n\n```typescript\n// used when algorithm is set to 'Hearth' \ntype SceneXStoryOutput = Array<{\n    isNarrator: boolean,\n    message: string,\n    name: string\n}>; \n```\n\n```typescript\n// used when algorithm is set to 'Inception' \ntype SceneXSVideoOutput = {\n    summary: string,\n    events: Array<{\n        description: string,\n        timestamp: string\n    }>\n};\n```\n\n- JinaAi.optimize\n\n```typescript\nJinaAI.optimize(\n    input: string | string[],\n    options?: PromptPerfectOptions\n): Promise<PromptPerfectOutput> \n```\n\n```typescript\ntype PromptPerfectOptions = {\n    targetModel?: 'chatgpt' | 'gpt-4' | 'stablelm-tuned-alpha-7b' |\n    'claude' | 'cogenerate' | 'text-davinci-003' | 'dalle' | 'sd' |\n    'midjourney' | 'kandinsky' | 'lexica',\n    features?: Array<\n        'preview' | 'no_spam' | 'shorten' | 'bypass_ethics' |\n        'same_language' | 'always_en' | 'high_quality' |\n        'redo_original_image' | 'variable_subs' | 'template_run'\n    >,\n    iterations?: number,\n    previewSettings?: {\n        'temperature': number,\n        'topP': number,\n        'topK': number,\n        'frequencyPenalty': number,\n        'presencePenalty': number\n    },\n    previewVariables?: {\n        [key: string]: string\n    }\n    timeout?: number,\n    target_language?: Languages\n};\n```\n\n```typescript\ntype PromptPerfectOutput = {\n    results: Array<{\n        output: string,\n    }>\n};\n```\n\n- JinaAI.decide\n\n```typescript\nJinaAi.decide(\n    input: string | string[],\n    options?: RationaleOptions\n): Promise<RationaleOutput>\n```\n\n```typescript\ntype RationaleOptions = {\n    analysis?: 'proscons' | 'swot' | 'multichoice' | 'outcomes',\n    style?: 'concise' | 'professional' | 'humor' | 'sarcastic' | 'childish' | 'genZ',\n    profileId?: string\n};\n```\n\n```typescript\nexport type RationaleOutput = {\n    results: Array<{\n        proscons?: RationaleProsConsOutput,\n        swot?: RationaleSWOTOutput,\n        multichoice?: RationaleMultichoiceOutput,\n        outcomes?: RationaleOutcomesOutput\n    }>\n};\n```\n\n```typescript\ntype RationaleProsConsOutput = {\n    pros: {\n        [key: string]: string\n    },\n    cons: {\n        [key: string]: string\n    },\n    bestChoice: string,\n    conclusion: string,\n    confidenceScore: number\n};\n```\n\n```typescript\ntype RationaleSWOTOutput = {\n    strengths: {\n        [key: string]: string\n    },\n    weaknesses: {\n        [key: string]: string\n    },\n    opportunities: {\n        [key: string]: string\n    },\n    threats: {\n        [key: string]: string\n    },\n    bestChoice: string,\n    conclusion: string,\n    confidenceScore: number\n};\n```\n\n```typescript\ntype RationaleMultichoiceOutput = {\n    [key: string]: string\n};\n```\n\n```typescript\ntype RationaleOutcomesOutput = Array<{\n    children: RationaleOutcomesOutput,\n    labal: string,\n    sentiment: string\n}>;\n```\n\n- JinaAI.generate\n\n```typescript\nJinaAi.generate(\n    input: string | string[],\n    options?: JinaChatOptions\n): Promise<JinaChatOutput>\n```\n\n```typescript\ntype JinaChatOptions = {\n    role?: 'user' | 'assistant'\n    name?: string,\n    chatId?: string,\n    stream?: boolean,\n    temperature?: number,\n    top_p?: number,\n    stop?: string | Array<string>,\n    max_tokens?: number,\n    presence_penalty?: number,\n    frequency_penalty?: number,\n    logit_bias?: { [key: string]: number },\n    image?: string\n};\n```\n\n```typescript\ntype JinaChatOutput = {\n    output: string,\n    chatId: string\n};\n```\n\n- JinaAi.imagine\n\n```typescript\nJinaAI.imagine(\n    input: string | string[],\n    options?: BestBannerOptions\n): Promise<BestBannerOutput>\n```\n\n```typescript\ntype BestBannerOptions = {\n    style?: 'default' | 'photographic' | 'minimalist' | 'flat',\n};\n```\n\n```typescript\ntype BestBannerOutput = {\n    results: Array<{\n        output: Array<string>,\n    }>\n};\n```\n\n- JinaAi.utils\n\n```typescript\nJinaAI.utils.imageToBase64(filePath: string): string\n```\n\n```typescript\nJinaAI.utils.isUrl(str: string): boolean\n```\n\n```typescript\nJinaAI.utils.isBase64(str: string): boolean\n```\n","readmeFilename":"README.md"}