package server import ( "context" "encoding/base64" "log" "os" "strings" "testing" "time" "github.com/jmorganca/ollama/api" "github.com/jmorganca/ollama/llm" "github.com/stretchr/testify/assert" "github.com/stretchr/testify/require" ) func TestIntegrationMultimodal(t *testing.T) { SkipIFNoTestData(t) image, err := base64.StdEncoding.DecodeString(imageEncoding) require.NoError(t, err) req := api.GenerateRequest{ Model: "llava:7b", Prompt: "what does the text in this image say?", Options: map[string]interface{}{}, Images: []api.ImageData{ image, }, } resp := "the ollamas" workDir, err := os.MkdirTemp("", "ollama") require.NoError(t, err) defer os.RemoveAll(workDir) require.NoError(t, llm.Init(workDir)) ctx, cancel := context.WithTimeout(context.Background(), time.Second*60) defer cancel() opts := api.DefaultOptions() opts.Seed = 42 opts.Temperature = 0.0 model, llmRunner := PrepareModelForPrompts(t, req.Model, opts) defer llmRunner.Close() response := OneShotPromptResponse(t, ctx, req, model, llmRunner) log.Print(response) assert.Contains(t, strings.ToLower(response), resp) } const imageEncoding = `iVBORw0KGgoAAAANSUhEUgAAANIAAAB4CAYAAACHHqzKAAAAAXNSR0IArs4c6QAAAIRlWElmTU0AKgAAAAgABQESAAMAAAABAAEAAAEaAAUAAAABAAAASgEb AAUAAAABAAAAUgEoAAMAAAABAAIAAIdpAAQAAAABAAAAWgAAAAAAAABIAAAAAQAAAEgAAAABAAOgAQADAAAAAQABAACgAgAEAAAAAQAAANKgAwAEAAAAAQAA AHgAAAAAXdsepgAAAAlwSFlzAAALEwAACxMBAJqcGAAAAVlpVFh0WE1MOmNvbS5hZG9iZS54bXAAAAAAADx4OnhtcG1ldGEgeG1sbnM6eD0iYWRvYmU6bnM6 bWV0YS8iIHg6eG1wdGs9IlhNUCBDb3JlIDYuMC4wIj4KICAgPHJkZjpSREYgeG1sbnM6cmRmPSJodHRwOi8vd3d3LnczLm9yZy8xOTk5LzAyLzIyLXJkZi1z eW50YXgtbnMjIj4KICAgICAgPHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9IiIKICAgICAgICAgICAgeG1sbnM6dGlmZj0iaHR0cDovL25zLmFkb2JlLmNv bS90aWZmLzEuMC8iPgogICAgICAgICA8dGlmZjpPcmllbnRhdGlvbj4xPC90aWZmOk9yaWVudGF0aW9uPgogICAgICA8L3JkZjpEZXNjcmlwdGlvbj4KICAg PC9yZGY6UkRGPgo8L3g6eG1wbWV0YT4KGV7hBwAAQABJREFUeAGE3QfgX9P5OP6TIRKRncgmS6aR2DNCKEKLqqpRW9FWq0q1dEQparZKF7VK7aq99yZGSCRB 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