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recognition","voice commands","offline","private","voice","ai","voice assistant"],"repository":{"type":"git","url":"git+https://github.com/Picovoice/rhino.git"},"description":"Picovoice Rhino React Native binding","maintainers":[{"name":"kyeo","email":"kyeo@picovoice.ai"},{"name":"kenarsa","email":"alireza@picovoice.ai"},{"name":"ilavery","email":"ian@picovoice.ai"},{"name":"erismikpico","email":"eric@picovoice.ai"},{"name":"matt200-ok","email":"matthew@picovoice.ai"},{"name":"gabe-picovoice","email":"gabriel@picovoice.ai"}],"readme":"# Rhino Binding for React Native\n\n## Rhino Speech-to-Intent Engine\n\nMade in Vancouver, Canada by [Picovoice](https://picovoice.ai)\n\nRhino is Picovoice's Speech-to-Intent engine. It directly infers intent from spoken commands within a given context of\ninterest, in real-time. For example, given a spoken command *\"Can I have a small double-shot espresso?\"*, Rhino infers that the user wants to order a drink and emits the following inference result:\n\n```json\n{\n \"type\": \"espresso\",\n \"size\": \"small\",\n \"numberOfShots\": \"2\"\n}\n```\n\nRhino is:\n\n* using deep neural networks trained in real-world environments.\n* compact and computationally-efficient, making it perfect for IoT.\n* self-service. Developers and designers can train custom models using [Picovoice Console](https://console.picovoice.ai/).\n\n## Compatibility\n\nThis binding is for running Rhino on **React Native 0.73+** on the following platforms:\n\n- Android 5.0+ (API 21+)\n- iOS 16.0+\n\n## Installation\n\nTo start install be sure you have installed yarn and cocoapods. Then add these two native modules to your react-native project.\n\n```console\nyarn add @picovoice/react-native-voice-processor\nyarn add @picovoice/rhino-react-native\n```\nor\n```console\nnpm i @picovoice/react-native-voice-processor --save\nnpm i @picovoice/rhino-react-native --save\n```\n\nLink the iOS package\n\n```console\ncd ios && pod install && cd ..\n```\n\n**NOTE**: Due to a limitation in React Native CLI auto-linking, these two native modules cannot be included as transitive dependencies. If you are creating a module that depends on rhino-react-native and/or react-native-voice-processor, you will have to list these as peer dependencies and require developers to install them alongside.\n\n## AccessKey\n\nRhino requires a valid Picovoice `AccessKey` at initialization. `AccessKey` acts as your credentials when using Rhino SDKs.\nYou can get your `AccessKey` for free. Make sure to keep your `AccessKey` secret.\nSignup or Login to [Picovoice Console](https://console.picovoice.ai/) to get your `AccessKey`.\n\n## Permissions\n\nTo enable recording with the hardware's microphone, you must first ensure that you have enabled the proper permission on both iOS and Android.\n\nOn iOS, open your Info.plist and add the following line:\n```xml\nNSMicrophoneUsageDescription\n[Permission explanation]\n```\n\nOn Android, open your AndroidManifest.xml and add the following line:\n```xml\n\n\n```\n\nFinally, in your app JS code, be sure to check for user permission consent before proceeding with audio capture:\n```javascript\nlet recordAudioRequest;\nif (Platform.OS == 'android') {\n // For Android, we need to explicitly ask\n recordAudioRequest = this._requestRecordAudioPermission();\n} else {\n // iOS automatically asks for permission\n recordAudioRequest = new Promise(function (resolve, _) {\n resolve(true);\n });\n}\n\nrecordAudioRequest.then((hasPermission) => {\n if(hasPermission){\n // Code that uses Rhino\n }\n});\n\nasync _requestRecordAudioPermission() {\n const granted = await PermissionsAndroid.request(\n PermissionsAndroid.PERMISSIONS.RECORD_AUDIO,\n {\n title: 'Microphone Permission',\n message: '[Permission explanation]',\n buttonNeutral: 'Ask Me Later',\n buttonNegative: 'Cancel',\n buttonPositive: 'OK',\n }\n );\n return (granted === PermissionsAndroid.RESULTS.GRANTED)\n }\n```\n\n## Usage\n\nThe module provides you with two levels of API to choose from depending on your needs.\n\n#### High-Level API\n\n[RhinoManager](https://github.com/Picovoice/rhino/blob/master/binding/react-native/src/rhino_manager.tsx) provides a high-level API that takes care of\naudio recording. This class is the quickest way to get started.\n\nThe constructor `RhinoManager.create` will create an instance of a RhinoManager using a context file that you pass to it.\n```javascript\nconst accessKey = \"${ACCESS_KEY}\"; // AccessKey obtained from Picovoice Console (https://console.picovoice.ai/)\n\nasync createRhinoManager() {\n try{\n this._rhinoManager = await RhinoManager.create(\n accessKey,\n \"/path/to/context/file.rhn\",\n inferenceCallback);\n } catch (err) {\n // handle error\n }\n}\n```\nNOTE: the call is asynchronous and therefore should be called in an async block with a try/catch.\n\nTo use a context file in your React Native application you'll need to add the `.rhn` file to your platform projects. Android models must be added to `./android/app/src/main/assets/`, while iOS models can be added anywhere under `./ios`, but must be included as a bundled resource in your iOS (i.e. add via XCode) project. The paths used as initialization arguments are relative to these device-specific directories.\n\nThe `inferenceCallback` parameter is a function that you want to execute when Rhino makes an inference.\nThe function should accept a `RhinoInference` instance.\n\n```javascript\ninferenceCallback(object) {\n if (inference.isUnderstood) {\n // do something with:\n // inference.intent - string representing intent\n // inference.slots - Object representing the slot values\n }\n}\n```\n\nRhino accepts the following optional parameters:\n - `modelPath`: path to a `.pv` file containing the model parameters for the speech-to-intent engine\n - `sensitivity`: overrides the default inference sensitivity.\n - `processErrorCallback`: called if there is a problem encountered while processing audio.\n - `endpointDurationSec`: sets how much silence is required after a spoken command.\n - `requireEndpoint`: indicates whether Rhino should wait for silence before returning an inference.\n\nThese optional parameters can be passed in like so:\n\n```javascript\nconst accessKey = \"${ACCESS_KEY}\"; // AccessKey obtained from Picovoice Console (https://console.picovoice.ai/)\n\nthis._rhinoManager = await RhinoManager.create(\n accessKey,\n \"/path/to/context.rhn\",\n inferenceCallback,\n processErrorCallback,\n 'path/to/model.pv',\n sensitivity,\n endpointDurationSec,\n requireEndpoint);\n```\n\nOnce you have instantiated a RhinoManager, you can start audio capture and intent inference by calling:\n\n```javascript\nlet didStart = await this._rhinoManager.process();\n```\n\nWhen RhinoManager returns an inference result via the `inferenceCallback`, it will automatically stop audio capture for you. When you wish to result, call `.process()` again.\n\nOnce your app is done with using RhinoManager, be sure you explicitly release the resources allocated for it:\n```javascript\nthis._rhinoManager.delete();\n```\n\nWith `RhinoManager`, the\n[@picovoice/react-native-voice-processor](https://github.com/Picovoice/react-native-voice-processor/)\nmodule handles audio capture and automatically passes it to the inference engine.\n\n#### Low-Level API\n\n[Rhino](https://github.com/Picovoice/rhino/blob/master/binding/react-native/src/rhino.tsx) provides low-level access to the inference engine for those\nwho want to incorporate speech-to-intent into an already existing audio processing pipeline.\n\n`Rhino` is created by passing a context file to its static constructor `create`:\n\n```javascript\nconst accessKey = \"${ACCESS_KEY}\"; // AccessKey obtained from Picovoice Console (https://console.picovoice.ai/)\n\nasync createRhino() {\n try {\n this._rhino = await Rhino.create(\n accessKey,\n \"/path/to/context/file.rhn\");\n } catch (err) {\n // handle error\n }\n}\n```\nAs you can see, in this case you don't pass in an inference callback as you will be passing in audio frames directly using the `process` function. The `RhinoInference` result that is returned from `process` will have up to four fields:\n\n- isFinalized - true if Rhino has made an inference, false otherwise\n- isUnderstood - **null** if `isFinalized` is false, otherwise true if Rhino understood what it heard based on the context or false if it did not\n- intent - **null** if `isUnderstood` is not true, otherwise name of intent that were inferred\n- slots - **null** if `isUnderstood` is not true, otherwise the dictionary of slot keys and values that were inferred\n\n```javascript\nlet buffer = getAudioFrame();\n\ntry {\n let inference = await this._rhino.process(buffer);\n // inference result example:\n // if (inference.isFinalized) {\n // if (inference.isUnderstood) {\n // console.log(inference.intent)\n // console.log(inference.slots)\n // }\n // }\n }\n} catch (e) {\n // handle error\n}\n```\n\nFor process to work correctly, the audio data must be in the audio format required by Picovoice.\nThe required audio format is found by calling `.sampleRate` to get the required sample rate and `.frameLength` to get the required frame size. Audio must be single-channel and 16-bit linearly-encoded.\n\nFinally, once you no longer need the inference engine, be sure to explicitly release the resources allocated to Rhino:\n\n```javascript\nthis._rhino.delete();\n```\n\n## Custom Context Integration\n\nTo add a custom context to your React Native application you'll need to add the `.rhn` file to your platform projects.\n\n### Adding Android Models\n\nAndroid custom models and contexts must be added to `./android/app/src/main/assets/`.\n\n### Adding iOS Models\n\nOn iOS, contexts can be added anywhere under `./ios`, but they must be included as a bundled resource.\nThe easiest way to include a bundled resource in the iOS project is to:\n\n1. Open XCode.\n2. Either:\n - Drag and Drop the model/keyword file to the navigation tab.\n - Right click on the navigation tab, and click `Add Files To ...`.\n\nThis will bundle your models together when the app is built.\n\n### Using Custom Context\n\nPass the file paths (relative to the assets/resource) directory:\n\n```javascript\nconst accessKey = \"${ACCESS_KEY}\"\n\nlet contextPath: '';\nif (Platform.OS === 'android') {\n contextPath = 'context_android.rhn'\n} else if (Platform.OS === 'ios') {\n contextPath = 'context_ios.rhn'\n} else {\n // handle errors\n}\n\ntry {\n let rhino = await Rhino.create(accessKey, contextPath);\n} catch (e) {\n // handle errors\n}\n```\n\nAlternatively, if the context file is deployed to the device with a different method, the absolute path to the file on device can be used.\n\n## Non-English Contexts\n\nIn order to run inference on non-English contexts you need to use the corresponding model file. The model files for all supported languages are available [here](https://github.com/Picovoice/rhino/tree/master/lib/common).\n\n## Demo App\n\nCheck out the [Rhino React Native demo](https://github.com/Picovoice/rhino/tree/master/demo/react-native) to see what it looks like to use Rhino in a cross-platform app!\n","readmeFilename":"README.md"}