//go:build integration package integration import ( "context" "net/http" "testing" "time" "github.com/ollama/ollama/api" ) func TestAllMiniLMEmbedding(t *testing.T) { ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute) defer cancel() req := api.EmbeddingRequest{ Model: "all-minilm", Prompt: "why is the sky blue?", Options: map[string]interface{}{ "temperature": 0, "seed": 123, }, } res := EmbeddingTestHelper(ctx, t, &http.Client{}, req) if len(res.Embedding) != 384 { t.Fatalf("Expected 384 floats to be returned, got %v", len(res.Embedding)) } if res.Embedding[0] != 0.146763876080513 { t.Fatalf("Expected first embedding float to be 0.146763876080513, got %v", res.Embedding[0]) } } func TestAllMiniLMEmbeddings(t *testing.T) { ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute) defer cancel() req := api.EmbeddingRequest{ Model: "all-minilm", Prompts: []string{"why is the sky blue?", "why is the sky blue?"}, Options: map[string]interface{}{ "temperature": 0, "seed": 123, }, } res := EmbeddingTestHelper(ctx, t, &http.Client{}, req) if len(res.Embeddings) != 2 { t.Fatal("Expected 2 embeddings to be returned") } if len(res.Embeddings[0]) != 384 { t.Fatalf("Expected first embedding to have 384 floats, got %v", len(res.Embeddings[0])) } if res.Embeddings[0][0] != 0.146763876080513 && res.Embeddings[1][0] != 0.146763876080513 { t.Fatalf("Expected first embedding floats to be 0.146763876080513, got %v, %v", res.Embeddings[0][0], res.Embeddings[1][0]) } }