Go SDK
After you deploy a Qwak-based model, your Go-based client applications can use this module to get inferences from the model hosted as a real-time endpoint.
Installation
To install the SDK and its dependencies, run the following Go command:
go get github.com/qwak-ai/go-sdk/qwak
Inference examples
The following example invokes the model test_model
which accepts one feature vector which contains three fields and produces one output field named "score".
package main
import (
"fmt"
"github.com/qwak-ai/go-sdk/qwak"
)
func main() {
client, err := qwak.NewRealTimeClient(qwak.RealTimeClientConfig{
ApiKey: "api-key",
Environment: "env-name",
})
if err != nil {
fmt.Println("Errors occurred, Error: ", err)
}
predictionRequest := qwak.NewPredictionRequest("test_model").AddFeatureVector(
qwak.NewFeatureVector().
WithFeature("feature_a", "feature_value").
WithFeature("feature_b", 1).
WithFeature("feature_c", 0.5),
)
response, err := client.Predict(predictionRequest)
if err != nil {
fmt.Println("Errors occurred, Error: ", err)
}
val , err := response.GetSinglePrediction().GetValueAsInt("score")
if err != nil {
fmt.Println("Errors occurred, Error: ", err)
}
fmt.Println(val)
}
Updated 12 months ago