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Add Hume AI to any TypeScript project
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HumeAI/hume-typescript-sdk
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API reference documentation is availablehere.
npm i humeimport{HumeClient}from"hume";consthume=newHumeClient({apiKey:"YOUR_API_KEY",});constjob=awaithume.expressionMeasurement.batch.startInferenceJob({models:{face:{},},urls:["https://hume-tutorials.s3.amazonaws.com/faces.zip"],});console.log("Running...");awaitjob.awaitCompletion();constpredictions=awaithume.expressionMeasurement.batch.getJobPredictions(job.jobId);console.log(predictions);
This SDK contains the APIs for expression measurement, empathic voice and custom models. Evenif you do not plan on using more than one API to start, the SDK provides easy access incase you find additional APIs in the future.
Each API is namespaced accordingly:
import{HumeClient}from"hume";consthume=newHumeClient({apiKey:"YOUR_API_KEY"});hume.expressionMeasurement.// APIs specific to Expression Measurementhume.emapthicVoice.// APIs specific to Empathic Voice
The SDK supports interacting with both WebSocket and REST APIs.
The SDK supports a request-reply pattern for the streaming expression measurement API.You'll be able to pass an inference request andawait till the response is received.
import{HumeClient}from"hume";consthume=newHumeClient({apiKey:"YOUR_API_KEY",});constsocket=hume.expressionMeasurement.stream.connect({config:{language:{},},});for(constsampleofsamples){constresult=awaitsocket.sendText({text:sample});console.log(result);}
The SDK supports sending and receiving audio from Empathic Voice.
import{HumeClient}from"hume";consthume=newHumeClient({apiKey:"<>",secretKey:"<>",});constsocket=hume.empathicVoice.chat.connect();socket.on("message",(message)=>{if(message.type==="audio_output"){constdecoded=Buffer.from(message.data,"base64");// play decoded message}});// optional utility to wait for socket to be openawaitsocket.tillSocketOpen();socket.sendUserInput("Hello, how are you?");
When the API returns a non-success status code (4xx or 5xx response),a subclass ofHumeError will be thrown:
import{HumeError,HumeTimeoutError}from"hume";try{awaithume.expressionMeasurement.batch.startInferenceJob(/* ... */);}catch(err){if(errinstanceofHumeTimeoutError){console.log("Request timed out",err);}elseif(errinstanceofHumeError){// catch all errrosconsole.log(err.statusCode);console.log(err.message);console.log(err.body);}}
409 Conflict, 429 Rate Limit, and >=500 Internal errors will all be retried twice with exponential bakcoff.You can use the maxRetries option to configure this behavior:
awaithume.expressionMeasurement.batch.startInferenceJob(...,{maxRetries:0,// disable retries});
By default, the SDK has a timeout of 60s. You can use thetimeoutInSeconds option to configurethis behavior
awaithume.expressionMeasurement.batch.startInferenceJob(...,{timeoutInSeconds:10,// timeout after 10 seconds});
This SDK is in beta, and there may be breaking changes between versions without a majorversion update. Therefore, we recommend pinning the package version to a specific version.This way, you can install the same version each time without breaking changes.
While we value open-source contributions to this SDK, this library is generated programmatically.Additions made directly to this library would have to be moved over to our generation code,otherwise they would be overwritten upon the next generated release. Feel free to open a PR as aproof of concept, but know that we will not be able to merge it as-is. We suggest opening anissue first to discuss with us!
On the other hand, contributions to the README are always very welcome!
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