Files
go-openai/embeddings_test.go
2023-04-08 19:49:27 +04:00

92 lines
2.3 KiB
Go

package openai_test
import (
. "github.com/sashabaranov/go-openai"
"github.com/sashabaranov/go-openai/internal/test"
"github.com/sashabaranov/go-openai/internal/test/checks"
"bytes"
"context"
"encoding/json"
"fmt"
"net/http"
"testing"
)
func TestEmbedding(t *testing.T) {
embeddedModels := []EmbeddingModel{
AdaSimilarity,
BabbageSimilarity,
CurieSimilarity,
DavinciSimilarity,
AdaSearchDocument,
AdaSearchQuery,
BabbageSearchDocument,
BabbageSearchQuery,
CurieSearchDocument,
CurieSearchQuery,
DavinciSearchDocument,
DavinciSearchQuery,
AdaCodeSearchCode,
AdaCodeSearchText,
BabbageCodeSearchCode,
BabbageCodeSearchText,
}
for _, model := range embeddedModels {
embeddingReq := EmbeddingRequest{
Input: []string{
"The food was delicious and the waiter",
"Other examples of embedding request",
},
Model: model,
}
// marshal embeddingReq to JSON and confirm that the model field equals
// the AdaSearchQuery type
marshaled, err := json.Marshal(embeddingReq)
checks.NoError(t, err, "Could not marshal embedding request")
if !bytes.Contains(marshaled, []byte(`"model":"`+model.String()+`"`)) {
t.Fatalf("Expected embedding request to contain model field")
}
}
}
func TestEmbeddingModel(t *testing.T) {
var em EmbeddingModel
err := em.UnmarshalText([]byte("text-similarity-ada-001"))
checks.NoError(t, err, "Could not marshal embedding model")
if em != AdaSimilarity {
t.Errorf("Model is not equal to AdaSimilarity")
}
err = em.UnmarshalText([]byte("some-non-existent-model"))
checks.NoError(t, err, "Could not marshal embedding model")
if em != Unknown {
t.Errorf("Model is not equal to Unknown")
}
}
func TestEmbeddingEndpoint(t *testing.T) {
server := test.NewTestServer()
server.RegisterHandler(
"/v1/embeddings",
func(w http.ResponseWriter, r *http.Request) {
resBytes, _ := json.Marshal(EmbeddingResponse{})
fmt.Fprintln(w, string(resBytes))
},
)
// create the test server
var err error
ts := server.OpenAITestServer()
ts.Start()
defer ts.Close()
config := DefaultConfig(test.GetTestToken())
config.BaseURL = ts.URL + "/v1"
client := NewClientWithConfig(config)
ctx := context.Background()
_, err = client.CreateEmbeddings(ctx, EmbeddingRequest{})
checks.NoError(t, err, "CreateEmbeddings error")
}