mirror of
https://github.com/lukaszraczylo/mcp-captcharesolver.git
synced 2026-10-12 00:45:28 +00:00
feat(llm): openai-compatible vision and transcription provider
This commit is contained in:
@@ -0,0 +1,145 @@
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package llm
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import (
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"bytes"
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"context"
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"encoding/base64"
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"encoding/json"
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"fmt"
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"io"
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"mime/multipart"
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"net/http"
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)
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type openAIClient struct {
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http *http.Client
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base string
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key string
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model string
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audioModel string
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maxTokens int
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}
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func (c *openAIClient) modelOr(o Options) string {
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if o.Model != "" {
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return o.Model
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}
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return c.model
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}
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func (c *openAIClient) Vision(ctx context.Context, prompt string, images []Image, opts Options) (string, error) {
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content := []map[string]any{{"type": "text", "text": prompt}}
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for _, img := range images {
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url := fmt.Sprintf("data:%s;base64,%s", img.MediaType, base64.StdEncoding.EncodeToString(img.Data))
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content = append(content, map[string]any{"type": "image_url", "image_url": map[string]any{"url": url}})
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}
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maxTok := c.maxTokens
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if opts.MaxTokens > 0 {
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maxTok = opts.MaxTokens
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}
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reqBody := map[string]any{
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"model": c.modelOr(opts),
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"max_tokens": maxTok,
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"temperature": opts.Temperature,
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"messages": []map[string]any{{"role": "user", "content": content}},
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}
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var out struct {
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Choices []struct {
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Message struct {
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Content string `json:"content"`
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} `json:"message"`
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} `json:"choices"`
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}
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if err := c.postJSON(ctx, "/v1/chat/completions", reqBody, &out); err != nil {
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return "", err
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}
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if len(out.Choices) == 0 {
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return "", fmt.Errorf("openai: empty choices")
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}
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return out.Choices[0].Message.Content, nil
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}
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func (c *openAIClient) Transcribe(ctx context.Context, audio []byte, filename string, opts Options) (string, error) {
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model := c.audioModel
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if opts.Model != "" {
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model = opts.Model
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}
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if model == "" {
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model = c.model
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}
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var buf bytes.Buffer
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mw := multipart.NewWriter(&buf)
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if err := mw.WriteField("model", model); err != nil {
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return "", err
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}
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if opts.Language != "" {
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if err := mw.WriteField("language", opts.Language); err != nil {
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return "", err
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}
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}
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fw, err := mw.CreateFormFile("file", filename)
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if err != nil {
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return "", err
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}
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if _, err := fw.Write(audio); err != nil {
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return "", err
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}
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if err := mw.Close(); err != nil {
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return "", err
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}
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req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.base+"/v1/audio/transcriptions", &buf)
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if err != nil {
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return "", err
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}
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req.Header.Set("Content-Type", mw.FormDataContentType())
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if c.key != "" {
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req.Header.Set("Authorization", "Bearer "+c.key)
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}
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resp, err := c.http.Do(req)
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if err != nil {
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return "", err
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}
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defer func() { _ = resp.Body.Close() }()
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body, err := io.ReadAll(resp.Body)
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if err != nil {
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return "", err
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}
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if resp.StatusCode >= 300 {
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return "", fmt.Errorf("openai transcribe HTTP %d: %s", resp.StatusCode, string(body))
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}
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var out struct {
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Text string `json:"text"`
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}
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if err := json.Unmarshal(body, &out); err != nil {
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return "", err
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}
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return out.Text, nil
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}
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func (c *openAIClient) postJSON(ctx context.Context, path string, body, out any) error {
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b, err := json.Marshal(body)
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if err != nil {
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return err
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}
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req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.base+path, bytes.NewReader(b))
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if err != nil {
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return err
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}
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req.Header.Set("Content-Type", "application/json")
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if c.key != "" {
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req.Header.Set("Authorization", "Bearer "+c.key)
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}
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resp, err := c.http.Do(req)
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if err != nil {
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return err
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}
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defer func() { _ = resp.Body.Close() }()
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raw, err := io.ReadAll(resp.Body)
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if err != nil {
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return err
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}
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if resp.StatusCode >= 300 {
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return fmt.Errorf("openai HTTP %d: %s", resp.StatusCode, string(raw))
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}
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return json.Unmarshal(raw, out)
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}
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@@ -0,0 +1,61 @@
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package llm
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import (
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"context"
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"encoding/json"
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"io"
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"net/http"
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"net/http/httptest"
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"strings"
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"testing"
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"time"
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)
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func TestOpenAIVision(t *testing.T) {
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srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
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if r.URL.Path != "/v1/chat/completions" {
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t.Errorf("path %s", r.URL.Path)
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}
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if got := r.Header.Get("Authorization"); got != "Bearer key" {
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t.Errorf("auth %q", got)
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}
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var body map[string]any
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_ = json.NewDecoder(r.Body).Decode(&body)
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raw, _ := json.Marshal(body)
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if !strings.Contains(string(raw), "data:image/png;base64,AQ==") {
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t.Errorf("image not embedded: %s", raw)
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}
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_, _ = io.WriteString(w, `{"choices":[{"message":{"content":"ab12"}}]}`)
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}))
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defer srv.Close()
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c := &openAIClient{http: &http.Client{Timeout: 5 * time.Second}, base: srv.URL, key: "key", model: "gpt-4o", maxTokens: 100}
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got, err := c.Vision(context.Background(), "read", []Image{{MediaType: "image/png", Data: []byte{1}}}, Options{})
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if err != nil || got != "ab12" {
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t.Fatalf("got %q err %v", got, err)
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}
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}
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const maxMultipartMem = 1 << 20 // 1 MiB — bounded, used only in tests
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func TestOpenAITranscribe(t *testing.T) {
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srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
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if r.URL.Path != "/v1/audio/transcriptions" {
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t.Errorf("path %s", r.URL.Path)
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}
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if err := r.ParseMultipartForm(maxMultipartMem); err != nil { //nolint:gosec // G120: httptest server, bounded by maxMultipartMem constant, not a real HTTP handler
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t.Errorf("parse multipart: %v", err)
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}
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if r.FormValue("model") != "whisper-1" {
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t.Errorf("model %q", r.FormValue("model"))
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}
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_, _ = io.WriteString(w, `{"text":"the secret is 42"}`)
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}))
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defer srv.Close()
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c := &openAIClient{http: &http.Client{Timeout: 5 * time.Second}, base: srv.URL, key: "key", model: "gpt-4o", audioModel: "whisper-1"}
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got, err := c.Transcribe(context.Background(), []byte("RIFF"), "a.wav", Options{})
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if err != nil || got != "the secret is 42" {
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t.Fatalf("got %q err %v", got, err)
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}
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}
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