Add transcription API to v2 module
Migrate speech-to-text transcription types and OpenAI transcriber implementation from v1. Types are defined in provider/ to avoid import cycles and re-exported via type aliases from the root package. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
230
v2/openai/transcriber.go
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230
v2/openai/transcriber.go
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package openai
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import (
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"bytes"
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"context"
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"encoding/json"
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"fmt"
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"strings"
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"github.com/openai/openai-go"
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"github.com/openai/openai-go/option"
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"gitea.stevedudenhoeffer.com/steve/go-llm/v2/provider"
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)
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// Transcriber implements the provider.Transcriber interface using OpenAI's audio models.
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type Transcriber struct {
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key string
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model string
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baseURL string
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}
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var _ provider.Transcriber = (*Transcriber)(nil)
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// NewTranscriber creates a transcriber backed by OpenAI's audio models.
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// If model is empty, "whisper-1" is used by default.
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func NewTranscriber(key string, model string) *Transcriber {
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if strings.TrimSpace(model) == "" {
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model = "whisper-1"
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}
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return &Transcriber{
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key: key,
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model: model,
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}
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}
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// NewTranscriberWithBaseURL creates a transcriber with a custom API base URL.
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func NewTranscriberWithBaseURL(key, model, baseURL string) *Transcriber {
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t := NewTranscriber(key, model)
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t.baseURL = baseURL
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return t
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}
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// Transcribe performs speech-to-text transcription of WAV audio data.
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func (t *Transcriber) Transcribe(ctx context.Context, wav []byte, opts provider.TranscriptionOptions) (provider.Transcription, error) {
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if len(wav) == 0 {
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return provider.Transcription{}, fmt.Errorf("wav data is empty")
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}
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format := opts.ResponseFormat
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if format == "" {
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if strings.HasPrefix(t.model, "gpt-4o") {
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format = provider.TranscriptionResponseFormatJSON
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} else {
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format = provider.TranscriptionResponseFormatVerboseJSON
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}
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}
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if format != provider.TranscriptionResponseFormatJSON && format != provider.TranscriptionResponseFormatVerboseJSON {
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return provider.Transcription{}, fmt.Errorf("openai transcriber requires response_format json or verbose_json for structured output")
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}
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if len(opts.TimestampGranularities) > 0 && format != provider.TranscriptionResponseFormatVerboseJSON {
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return provider.Transcription{}, fmt.Errorf("timestamp granularities require response_format=verbose_json")
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}
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params := openai.AudioTranscriptionNewParams{
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File: openai.File(bytes.NewReader(wav), "audio.wav", "audio/wav"),
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Model: openai.AudioModel(t.model),
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}
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if opts.Language != "" {
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params.Language = openai.String(opts.Language)
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}
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if opts.Prompt != "" {
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params.Prompt = openai.String(opts.Prompt)
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}
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if opts.Temperature != nil {
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params.Temperature = openai.Float(*opts.Temperature)
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}
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params.ResponseFormat = openai.AudioResponseFormat(format)
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if opts.IncludeLogprobs {
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params.Include = []openai.TranscriptionInclude{openai.TranscriptionIncludeLogprobs}
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}
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if len(opts.TimestampGranularities) > 0 {
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for _, granularity := range opts.TimestampGranularities {
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params.TimestampGranularities = append(params.TimestampGranularities, string(granularity))
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}
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}
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clientOptions := []option.RequestOption{
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option.WithAPIKey(t.key),
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}
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if t.baseURL != "" {
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clientOptions = append(clientOptions, option.WithBaseURL(t.baseURL))
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}
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client := openai.NewClient(clientOptions...)
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resp, err := client.Audio.Transcriptions.New(ctx, params)
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if err != nil {
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return provider.Transcription{}, fmt.Errorf("openai transcription failed: %w", err)
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}
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return transcriptionToResult(t.model, resp), nil
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}
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type verboseTranscription struct {
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Text string `json:"text"`
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Language string `json:"language"`
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Duration float64 `json:"duration"`
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Segments []verboseSegment `json:"segments"`
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Words []verboseWord `json:"words"`
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}
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type verboseSegment struct {
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ID int `json:"id"`
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Start float64 `json:"start"`
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End float64 `json:"end"`
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Text string `json:"text"`
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Tokens []int `json:"tokens"`
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AvgLogprob *float64 `json:"avg_logprob"`
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CompressionRatio *float64 `json:"compression_ratio"`
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NoSpeechProb *float64 `json:"no_speech_prob"`
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Words []verboseWord `json:"words"`
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}
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type verboseWord struct {
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Word string `json:"word"`
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Start float64 `json:"start"`
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End float64 `json:"end"`
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}
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func transcriptionToResult(model string, resp *openai.Transcription) provider.Transcription {
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result := provider.Transcription{
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Provider: "openai",
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Model: model,
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}
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if resp == nil {
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return result
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}
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result.Text = resp.Text
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result.RawJSON = resp.RawJSON()
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for _, logprob := range resp.Logprobs {
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result.Logprobs = append(result.Logprobs, provider.TranscriptionTokenLogprob{
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Token: logprob.Token,
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Bytes: logprob.Bytes,
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Logprob: logprob.Logprob,
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})
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}
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if usage := usageToTranscriptionUsage(resp.Usage); usage.Type != "" {
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result.Usage = usage
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}
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if result.RawJSON == "" {
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return result
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}
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var verbose verboseTranscription
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if err := json.Unmarshal([]byte(result.RawJSON), &verbose); err != nil {
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return result
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}
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if verbose.Text != "" {
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result.Text = verbose.Text
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}
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result.Language = verbose.Language
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result.DurationSeconds = verbose.Duration
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for _, seg := range verbose.Segments {
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segment := provider.TranscriptionSegment{
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ID: seg.ID,
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Start: seg.Start,
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End: seg.End,
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Text: seg.Text,
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Tokens: append([]int(nil), seg.Tokens...),
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AvgLogprob: seg.AvgLogprob,
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CompressionRatio: seg.CompressionRatio,
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NoSpeechProb: seg.NoSpeechProb,
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}
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for _, word := range seg.Words {
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segment.Words = append(segment.Words, provider.TranscriptionWord{
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Word: word.Word,
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Start: word.Start,
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End: word.End,
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})
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}
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result.Segments = append(result.Segments, segment)
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}
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for _, word := range verbose.Words {
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result.Words = append(result.Words, provider.TranscriptionWord{
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Word: word.Word,
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Start: word.Start,
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End: word.End,
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})
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}
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return result
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}
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func usageToTranscriptionUsage(usage openai.TranscriptionUsageUnion) provider.TranscriptionUsage {
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switch usage.Type {
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case "tokens":
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tokens := usage.AsTokens()
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return provider.TranscriptionUsage{
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Type: usage.Type,
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InputTokens: tokens.InputTokens,
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OutputTokens: tokens.OutputTokens,
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TotalTokens: tokens.TotalTokens,
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AudioTokens: tokens.InputTokenDetails.AudioTokens,
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TextTokens: tokens.InputTokenDetails.TextTokens,
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}
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case "duration":
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duration := usage.AsDuration()
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return provider.TranscriptionUsage{
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Type: usage.Type,
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Seconds: duration.Seconds,
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}
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default:
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return provider.TranscriptionUsage{}
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}
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}
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90
v2/provider/transcription.go
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90
v2/provider/transcription.go
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@@ -0,0 +1,90 @@
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package provider
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import "context"
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// Transcriber abstracts a speech-to-text model implementation.
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type Transcriber interface {
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Transcribe(ctx context.Context, wav []byte, opts TranscriptionOptions) (Transcription, error)
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}
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// TranscriptionResponseFormat controls the output format requested from a transcriber.
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type TranscriptionResponseFormat string
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const (
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TranscriptionResponseFormatJSON TranscriptionResponseFormat = "json"
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TranscriptionResponseFormatVerboseJSON TranscriptionResponseFormat = "verbose_json"
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TranscriptionResponseFormatText TranscriptionResponseFormat = "text"
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TranscriptionResponseFormatSRT TranscriptionResponseFormat = "srt"
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TranscriptionResponseFormatVTT TranscriptionResponseFormat = "vtt"
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)
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// TranscriptionTimestampGranularity defines the requested timestamp detail.
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type TranscriptionTimestampGranularity string
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const (
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TranscriptionTimestampGranularityWord TranscriptionTimestampGranularity = "word"
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TranscriptionTimestampGranularitySegment TranscriptionTimestampGranularity = "segment"
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)
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// TranscriptionOptions configures transcription behavior.
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type TranscriptionOptions struct {
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Language string
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Prompt string
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Temperature *float64
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ResponseFormat TranscriptionResponseFormat
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TimestampGranularities []TranscriptionTimestampGranularity
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IncludeLogprobs bool
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}
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// Transcription captures a normalized transcription result.
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type Transcription struct {
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Provider string
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Model string
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Text string
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Language string
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DurationSeconds float64
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Segments []TranscriptionSegment
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Words []TranscriptionWord
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Logprobs []TranscriptionTokenLogprob
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Usage TranscriptionUsage
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RawJSON string
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}
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// TranscriptionSegment provides a coarse time-sliced transcription segment.
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type TranscriptionSegment struct {
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ID int
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Start float64
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End float64
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Text string
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Tokens []int
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AvgLogprob *float64
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CompressionRatio *float64
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NoSpeechProb *float64
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Words []TranscriptionWord
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}
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// TranscriptionWord provides a word-level timestamp.
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type TranscriptionWord struct {
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Word string
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Start float64
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End float64
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Confidence *float64
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}
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// TranscriptionTokenLogprob captures token-level log probability details.
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type TranscriptionTokenLogprob struct {
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Token string
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Bytes []float64
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Logprob float64
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}
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// TranscriptionUsage captures token or duration usage details.
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type TranscriptionUsage struct {
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Type string
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InputTokens int64
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OutputTokens int64
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TotalTokens int64
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AudioTokens int64
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TextTokens int64
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Seconds float64
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}
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100
v2/transcriber.go
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100
v2/transcriber.go
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@@ -0,0 +1,100 @@
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package llm
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import (
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"context"
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"fmt"
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"os"
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"os/exec"
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"path/filepath"
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"strings"
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"gitea.stevedudenhoeffer.com/steve/go-llm/v2/provider"
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)
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// Transcriber abstracts a speech-to-text model implementation.
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type Transcriber = provider.Transcriber
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// TranscriptionResponseFormat controls the output format requested from a transcriber.
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type TranscriptionResponseFormat = provider.TranscriptionResponseFormat
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const (
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TranscriptionResponseFormatJSON = provider.TranscriptionResponseFormatJSON
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TranscriptionResponseFormatVerboseJSON = provider.TranscriptionResponseFormatVerboseJSON
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TranscriptionResponseFormatText = provider.TranscriptionResponseFormatText
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TranscriptionResponseFormatSRT = provider.TranscriptionResponseFormatSRT
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TranscriptionResponseFormatVTT = provider.TranscriptionResponseFormatVTT
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)
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// TranscriptionTimestampGranularity defines the requested timestamp detail.
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type TranscriptionTimestampGranularity = provider.TranscriptionTimestampGranularity
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const (
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TranscriptionTimestampGranularityWord = provider.TranscriptionTimestampGranularityWord
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TranscriptionTimestampGranularitySegment = provider.TranscriptionTimestampGranularitySegment
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)
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// TranscriptionOptions configures transcription behavior.
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type TranscriptionOptions = provider.TranscriptionOptions
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// Transcription captures a normalized transcription result.
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type Transcription = provider.Transcription
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// TranscriptionSegment provides a coarse time-sliced transcription segment.
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type TranscriptionSegment = provider.TranscriptionSegment
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// TranscriptionWord provides a word-level timestamp.
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type TranscriptionWord = provider.TranscriptionWord
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// TranscriptionTokenLogprob captures token-level log probability details.
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type TranscriptionTokenLogprob = provider.TranscriptionTokenLogprob
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// TranscriptionUsage captures token or duration usage details.
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type TranscriptionUsage = provider.TranscriptionUsage
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// TranscribeFile converts an audio file to WAV (via ffmpeg) and transcribes it.
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func TranscribeFile(ctx context.Context, filename string, transcriber Transcriber, opts TranscriptionOptions) (Transcription, error) {
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if transcriber == nil {
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return Transcription{}, fmt.Errorf("transcriber is nil")
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}
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wav, err := audioFileToWav(ctx, filename)
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if err != nil {
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return Transcription{}, err
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}
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return transcriber.Transcribe(ctx, wav, opts)
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}
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func audioFileToWav(ctx context.Context, filename string) ([]byte, error) {
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if filename == "" {
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return nil, fmt.Errorf("filename is empty")
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}
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if strings.EqualFold(filepath.Ext(filename), ".wav") {
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data, err := os.ReadFile(filename)
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if err != nil {
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return nil, fmt.Errorf("read wav file: %w", err)
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}
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return data, nil
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}
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tempFile, err := os.CreateTemp("", "go-llm-audio-*.wav")
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if err != nil {
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return nil, fmt.Errorf("create temp wav file: %w", err)
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}
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tempPath := tempFile.Name()
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_ = tempFile.Close()
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defer os.Remove(tempPath)
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||||||
|
cmd := exec.CommandContext(ctx, "ffmpeg", "-hide_banner", "-loglevel", "error", "-y", "-i", filename, "-vn", "-f", "wav", tempPath)
|
||||||
|
if output, err := cmd.CombinedOutput(); err != nil {
|
||||||
|
return nil, fmt.Errorf("ffmpeg convert failed: %w (output: %s)", err, strings.TrimSpace(string(output)))
|
||||||
|
}
|
||||||
|
|
||||||
|
data, err := os.ReadFile(tempPath)
|
||||||
|
if err != nil {
|
||||||
|
return nil, fmt.Errorf("read converted wav file: %w", err)
|
||||||
|
}
|
||||||
|
|
||||||
|
return data, nil
|
||||||
|
}
|
||||||
Reference in New Issue
Block a user