0.29.1原版

This commit is contained in:
anian
2026-07-02 19:14:14 +08:00
commit d94008f0fb
947 changed files with 174905 additions and 0 deletions
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package ai
// ProviderType identifies an AI provider implementation.
type ProviderType string
const (
// ProviderOpenAI is OpenAI's hosted API.
ProviderOpenAI ProviderType = "OPENAI"
// ProviderGemini is Google's Gemini API.
ProviderGemini ProviderType = "GEMINI"
)
// ProviderConfig configures a callable AI provider connection.
type ProviderConfig struct {
ID string
Title string
Type ProviderType
Endpoint string
APIKey string
}
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// Package audio provides audio container/codec helpers for AI providers.
//
// The motivating use case is Gemini transcription: Gemini's audio inputs
// require WAV/MP3/AIFF/AAC/OGG/FLAC, but browser MediaRecorder defaults to
// WebM/Opus. This package converts WebM/Opus into 16-bit PCM WAV using
// pure-Go decoders — no ffmpeg or other system dependency.
package audio
import (
"bytes"
"encoding/binary"
"io"
"strings"
"github.com/at-wat/ebml-go"
"github.com/at-wat/ebml-go/webm"
"github.com/pion/opus"
"github.com/pkg/errors"
)
const (
opusOutputSampleRate = 48000
// maxOpusPacketSamples is Opus's spec maximum: 120 ms at 48 kHz.
maxOpusPacketSamples = 5760
// opusCodecID is the WebM TrackEntry CodecID for an Opus audio track.
opusCodecID = "A_OPUS"
// opusHeadMinLength is the minimum size of the OpusHead identification
// header stored in TrackEntry.CodecPrivate.
opusHeadMinLength = 19
)
// WebMOpusToWAV decodes a WebM/Opus file into 16-bit PCM WAV bytes.
//
// The output is mono or stereo at 48 kHz (Opus's native decode rate),
// regardless of the original encoder's hint. Pre-skip samples declared in
// the OpusHead are discarded to avoid the encoder's startup padding.
//
// The function reads the entire WebM document into memory; callers should
// enforce their own size limits before invoking it.
func WebMOpusToWAV(input []byte) ([]byte, error) {
var doc struct {
Header webm.EBMLHeader `ebml:"EBML"`
Segment webm.Segment `ebml:"Segment"`
}
if err := ebml.Unmarshal(bytes.NewReader(input), &doc); err != nil && !errors.Is(err, io.EOF) {
return nil, errors.Wrap(err, "parse webm")
}
track := findOpusTrack(doc.Segment.Tracks.TrackEntry)
if track == nil {
return nil, errors.New("webm has no Opus audio track")
}
if len(track.CodecPrivate) < opusHeadMinLength {
return nil, errors.Errorf("invalid OpusHead: expected at least %d bytes, got %d", opusHeadMinLength, len(track.CodecPrivate))
}
channels := int(track.Audio.Channels)
if channels < 1 || channels > 2 {
return nil, errors.Errorf("unsupported Opus channel count: %d", channels)
}
preSkip := int(binary.LittleEndian.Uint16(track.CodecPrivate[10:12]))
decoder := opus.NewDecoder()
if err := decoder.Init(opusOutputSampleRate, channels); err != nil {
return nil, errors.Wrap(err, "init opus decoder")
}
pcm := make([]int16, 0, 1<<16)
frame := make([]int16, maxOpusPacketSamples*channels)
decodeBlock := func(block ebml.Block) error {
if block.TrackNumber != track.TrackNumber {
return nil
}
for _, packet := range block.Data {
if len(packet) == 0 {
continue
}
n, err := decoder.DecodeToInt16(packet, frame)
if err != nil {
return errors.Wrap(err, "decode opus packet")
}
pcm = append(pcm, frame[:n*channels]...)
}
return nil
}
for _, cluster := range doc.Segment.Cluster {
for _, sb := range cluster.SimpleBlock {
if err := decodeBlock(sb); err != nil {
return nil, err
}
}
for _, bg := range cluster.BlockGroup {
if err := decodeBlock(bg.Block); err != nil {
return nil, err
}
}
}
skip := preSkip * channels
if skip > len(pcm) {
skip = len(pcm)
}
pcm = pcm[skip:]
return encodeWAV(pcm, opusOutputSampleRate, channels), nil
}
// IsWebMContentType reports whether the MIME type is WebM audio.
// Both "audio/webm" and "audio/webm; codecs=opus" return true.
func IsWebMContentType(contentType string) bool {
contentType = strings.TrimSpace(contentType)
if contentType == "" {
return false
}
if i := strings.IndexByte(contentType, ';'); i >= 0 {
contentType = contentType[:i]
}
return strings.EqualFold(strings.TrimSpace(contentType), "audio/webm")
}
func findOpusTrack(entries []webm.TrackEntry) *webm.TrackEntry {
for i := range entries {
entry := &entries[i]
if entry.CodecID == opusCodecID && entry.Audio != nil {
return entry
}
}
return nil
}
// encodeWAV writes a standard RIFF/WAVE container around 16-bit PCM samples.
// Reference layout: http://soundfile.sapp.org/doc/WaveFormat/
func encodeWAV(samples []int16, sampleRate, channels int) []byte {
const bitsPerSample = 16
const bytesPerSample = bitsPerSample / 8
blockAlign := channels * bytesPerSample
byteRate := sampleRate * blockAlign
dataSize := len(samples) * bytesPerSample
buf := bytes.NewBuffer(make([]byte, 0, 44+dataSize))
buf.WriteString("RIFF")
_ = binary.Write(buf, binary.LittleEndian, uint32(36+dataSize))
buf.WriteString("WAVE")
buf.WriteString("fmt ")
_ = binary.Write(buf, binary.LittleEndian, uint32(16))
_ = binary.Write(buf, binary.LittleEndian, uint16(1)) // PCM
_ = binary.Write(buf, binary.LittleEndian, uint16(channels))
_ = binary.Write(buf, binary.LittleEndian, uint32(sampleRate))
_ = binary.Write(buf, binary.LittleEndian, uint32(byteRate))
_ = binary.Write(buf, binary.LittleEndian, uint16(blockAlign))
_ = binary.Write(buf, binary.LittleEndian, uint16(bitsPerSample))
buf.WriteString("data")
_ = binary.Write(buf, binary.LittleEndian, uint32(dataSize))
_ = binary.Write(buf, binary.LittleEndian, samples)
return buf.Bytes()
}
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package audio
import (
"testing"
"github.com/stretchr/testify/require"
)
func TestIsWebMContentType(t *testing.T) {
cases := []struct {
in string
want bool
}{
{"audio/webm", true},
{"audio/webm;codecs=opus", true},
{"audio/webm; codecs=opus", true},
{"AUDIO/WEBM", true},
{" audio/webm ", true},
{"audio/wav", false},
{"audio/mp4", false},
{"video/webm", false},
{"", false},
{"webm", false},
}
for _, tc := range cases {
t.Run(tc.in, func(t *testing.T) {
require.Equal(t, tc.want, IsWebMContentType(tc.in))
})
}
}
func TestWebMOpusToWAV_RejectsInvalidInput(t *testing.T) {
t.Run("empty", func(t *testing.T) {
_, err := WebMOpusToWAV(nil)
require.Error(t, err)
})
t.Run("not webm", func(t *testing.T) {
_, err := WebMOpusToWAV([]byte("hello world this is not webm"))
require.Error(t, err)
})
t.Run("truncated webm header bytes", func(t *testing.T) {
// Valid EBML magic but no Segment.
_, err := WebMOpusToWAV([]byte{0x1A, 0x45, 0xDF, 0xA3})
require.Error(t, err)
})
}
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// Package audiollm defines the multimodal-audio capability for AI providers.
// Implementations call chat-completions or generate-content style APIs that
// accept audio as input. For deterministic transcription, prefer internal/ai/stt
// where a dedicated STT endpoint exists.
package audiollm
import (
"context"
"io"
)
// Model invokes a multimodal LLM with audio input.
type Model interface {
GenerateFromAudio(ctx context.Context, req Request) (*Response, error)
}
// Request is the input to a multimodal-audio call.
type Request struct {
Audio io.Reader
Size int64
ContentType string
Model string
Instructions string // literal instruction the model is expected to follow
Temperature *float32 // optional; nil leaves the provider default in place
}
// Response is the output of a multimodal-audio call.
type Response struct {
Text string
FinishReason FinishReason
}
// FinishReason describes why the model stopped generating.
type FinishReason string
const (
FinishStop FinishReason = "stop" // model finished normally
FinishLength FinishReason = "length" // truncated by max-tokens
FinishSafety FinishReason = "safety" // safety filter blocked output
FinishOther FinishReason = "other" // anything else, including unknown
)
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// Package gemini implements audiollm.Model against the Gemini generateContent
// endpoint. Used by Memos transcription when the user picks a Gemini provider:
// the handler issues a transcription instruction via audiollm.Request.Instructions.
package gemini
import (
"context"
"io"
"mime"
"net/url"
"strings"
"github.com/pkg/errors"
"google.golang.org/genai"
"github.com/usememos/memos/internal/ai"
"github.com/usememos/memos/internal/ai/audio"
"github.com/usememos/memos/internal/ai/audiollm"
)
const (
defaultEndpoint = "https://generativelanguage.googleapis.com/v1beta"
defaultAPIVersion = "v1beta"
maxInlineSize = 14 * 1024 * 1024
providerName = "Gemini"
)
var supportedContentTypes = map[string]string{
"audio/wav": "audio/wav",
"audio/x-wav": "audio/wav",
"audio/mp3": "audio/mp3",
"audio/mpeg": "audio/mp3",
"audio/aiff": "audio/aiff",
"audio/aac": "audio/aac",
"audio/ogg": "audio/ogg",
"audio/flac": "audio/flac",
"audio/x-flac": "audio/flac",
}
// Model implements audiollm.Model for Gemini generateContent.
type Model struct {
client *genai.Client
}
// New constructs a Model from a provider config.
func New(cfg ai.ProviderConfig, options audiollm.Options) (*Model, error) {
endpoint, err := normalizeEndpoint(cfg.Endpoint)
if err != nil {
return nil, err
}
if cfg.APIKey == "" {
return nil, errors.Errorf("%s API key is required", providerName)
}
baseURL, apiVersion, err := splitEndpoint(endpoint)
if err != nil {
return nil, err
}
httpOptions := genai.HTTPOptions{BaseURL: baseURL, APIVersion: apiVersion}
if options.HTTPClient != nil && options.HTTPClient.Timeout > 0 {
timeout := options.HTTPClient.Timeout
httpOptions.Timeout = &timeout
}
client, err := genai.NewClient(context.Background(), &genai.ClientConfig{
APIKey: cfg.APIKey,
Backend: genai.BackendGeminiAPI,
HTTPClient: options.HTTPClient,
HTTPOptions: httpOptions,
})
if err != nil {
return nil, errors.Wrap(err, "failed to create Gemini client")
}
return &Model{client: client}, nil
}
// GenerateFromAudio calls Gemini generateContent with the audio attached.
func (m *Model) GenerateFromAudio(ctx context.Context, req audiollm.Request) (*audiollm.Response, error) {
if strings.TrimSpace(req.Model) == "" {
return nil, errors.New("model is required")
}
if req.Audio == nil {
return nil, errors.New("audio is required")
}
if strings.TrimSpace(req.Instructions) == "" {
return nil, errors.New("instructions are required")
}
audioBytes, err := io.ReadAll(req.Audio)
if err != nil {
return nil, errors.Wrap(err, "failed to read audio")
}
if len(audioBytes) == 0 {
return nil, errors.New("audio is required")
}
contentType := req.ContentType
if audio.IsWebMContentType(contentType) {
wav, err := audio.WebMOpusToWAV(audioBytes)
if err != nil {
return nil, errors.Wrap(err, "failed to transcode webm audio for Gemini")
}
audioBytes = wav
contentType = "audio/wav"
}
if len(audioBytes) > maxInlineSize {
return nil, errors.Errorf("audio is too large for Gemini inline request; maximum size is %d bytes", maxInlineSize)
}
contentType, err = normalizeContentType(contentType)
if err != nil {
return nil, err
}
cfg := &genai.GenerateContentConfig{}
if req.Temperature != nil {
t := *req.Temperature
cfg.Temperature = &t
}
resp, err := m.client.Models.GenerateContent(ctx, normalizeModelName(req.Model), []*genai.Content{
genai.NewContentFromParts([]*genai.Part{
genai.NewPartFromBytes(audioBytes, contentType),
genai.NewPartFromText(req.Instructions),
}, genai.RoleUser),
}, cfg)
if err != nil {
return nil, errors.Wrap(err, "failed to send Gemini request")
}
return &audiollm.Response{
Text: strings.TrimSpace(resp.Text()),
FinishReason: mapFinishReason(resp),
}, nil
}
func mapFinishReason(resp *genai.GenerateContentResponse) audiollm.FinishReason {
if resp == nil || len(resp.Candidates) == 0 {
return audiollm.FinishOther
}
switch resp.Candidates[0].FinishReason {
case genai.FinishReasonStop:
return audiollm.FinishStop
case genai.FinishReasonMaxTokens:
return audiollm.FinishLength
case genai.FinishReasonSafety,
genai.FinishReasonRecitation,
genai.FinishReasonProhibitedContent,
genai.FinishReasonSPII,
genai.FinishReasonBlocklist,
genai.FinishReasonImageSafety,
genai.FinishReasonImageProhibitedContent,
genai.FinishReasonImageRecitation:
return audiollm.FinishSafety
default:
return audiollm.FinishOther
}
}
func normalizeEndpoint(endpoint string) (string, error) {
endpoint = strings.TrimSpace(endpoint)
if endpoint == "" {
endpoint = defaultEndpoint
}
if _, err := url.ParseRequestURI(endpoint); err != nil {
return "", errors.Wrapf(err, "invalid %s endpoint", providerName)
}
return strings.TrimRight(endpoint, "/"), nil
}
func splitEndpoint(endpoint string) (string, string, error) {
parsed, err := url.Parse(endpoint)
if err != nil {
return "", "", errors.Wrap(err, "invalid Gemini endpoint")
}
path := strings.TrimRight(parsed.Path, "/")
apiVersion := defaultAPIVersion
for _, supported := range []string{"v1alpha", "v1beta", "v1"} {
if path == "/"+supported || strings.HasSuffix(path, "/"+supported) {
apiVersion = supported
parsed.Path = strings.TrimSuffix(path, "/"+supported)
break
}
}
return strings.TrimRight(parsed.String(), "/"), apiVersion, nil
}
func normalizeContentType(contentType string) (string, error) {
mediaType, _, err := mime.ParseMediaType(strings.TrimSpace(contentType))
if err != nil {
return "", errors.Wrap(err, "invalid audio content type")
}
mediaType = strings.ToLower(mediaType)
normalized, ok := supportedContentTypes[mediaType]
if !ok {
return "", errors.Errorf("audio content type %q is not supported by Gemini", mediaType)
}
return normalized, nil
}
func normalizeModelName(model string) string {
return strings.TrimPrefix(strings.TrimSpace(model), "models/")
}
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package gemini_test
import (
"context"
"encoding/base64"
"encoding/json"
"net/http"
"net/http/httptest"
"strings"
"testing"
"time"
"github.com/stretchr/testify/require"
"github.com/usememos/memos/internal/ai"
"github.com/usememos/memos/internal/ai/audiollm"
audiollmgemini "github.com/usememos/memos/internal/ai/audiollm/gemini"
)
func TestGenerateFromAudio(t *testing.T) {
t.Parallel()
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
require.Equal(t, http.MethodPost, r.Method)
require.Equal(t, "/v1beta/models/gemini-2.5-flash:generateContent", r.URL.Path)
require.Equal(t, "test-key", r.Header.Get("x-goog-api-key"))
require.Equal(t, "application/json", r.Header.Get("Content-Type"))
var request struct {
Contents []struct {
Parts []struct {
Text string `json:"text"`
InlineData *struct {
MIMEType string `json:"mimeType"`
Data string `json:"data"`
} `json:"inlineData"`
} `json:"parts"`
} `json:"contents"`
GenerationConfig map[string]json.Number `json:"generationConfig"`
}
require.NoError(t, json.NewDecoder(r.Body).Decode(&request))
require.Len(t, request.Contents, 1)
require.Len(t, request.Contents[0].Parts, 2)
require.NotNil(t, request.Contents[0].Parts[0].InlineData)
require.Equal(t, "audio/mp3", request.Contents[0].Parts[0].InlineData.MIMEType)
audio, err := base64.StdEncoding.DecodeString(request.Contents[0].Parts[0].InlineData.Data)
require.NoError(t, err)
require.Equal(t, "audio bytes", string(audio))
require.Equal(t, "transcribe please", request.Contents[0].Parts[1].Text)
require.Equal(t, json.Number("0"), request.GenerationConfig["temperature"])
w.Header().Set("Content-Type", "application/json")
require.NoError(t, json.NewEncoder(w).Encode(map[string]any{
"candidates": []map[string]any{
{
"finishReason": "STOP",
"content": map[string]any{
"parts": []map[string]string{{"text": "hello from gemini"}},
},
},
},
}))
}))
defer server.Close()
model, err := audiollmgemini.New(ai.ProviderConfig{
Type: ai.ProviderGemini,
Endpoint: server.URL + "/v1beta",
APIKey: "test-key",
}, audiollm.ApplyOptions(nil))
require.NoError(t, err)
temp := float32(0)
ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
defer cancel()
resp, err := model.GenerateFromAudio(ctx, audiollm.Request{
Model: "models/gemini-2.5-flash",
ContentType: "audio/mpeg",
Audio: strings.NewReader("audio bytes"),
Instructions: "transcribe please",
Temperature: &temp,
})
require.NoError(t, err)
require.Equal(t, "hello from gemini", resp.Text)
require.Equal(t, audiollm.FinishStop, resp.FinishReason)
}
func TestGenerateFromAudioRejectsUnsupportedContentType(t *testing.T) {
t.Parallel()
model, err := audiollmgemini.New(ai.ProviderConfig{
Type: ai.ProviderGemini,
Endpoint: "https://example.com/v1beta",
APIKey: "test-key",
}, audiollm.ApplyOptions(nil))
require.NoError(t, err)
_, err = model.GenerateFromAudio(context.Background(), audiollm.Request{
Model: "gemini-2.5-flash",
ContentType: "video/mp4",
Audio: strings.NewReader("video bytes"),
Instructions: "transcribe please",
})
require.Error(t, err)
require.Contains(t, err.Error(), "not supported by Gemini")
}
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package audiollm
import (
"net/http"
"time"
)
const defaultHTTPTimeout = 2 * time.Minute
// Options is the resolved option set passed to provider implementations.
type Options struct {
HTTPClient *http.Client
}
// ModelOption customizes a Model.
type ModelOption func(*Options)
// WithHTTPClient overrides the HTTP client used by the model.
func WithHTTPClient(client *http.Client) ModelOption {
return func(o *Options) {
if client != nil {
o.HTTPClient = client
}
}
}
// ApplyOptions resolves a ModelOption slice into Options with defaults.
func ApplyOptions(opts []ModelOption) Options {
resolved := Options{HTTPClient: &http.Client{Timeout: defaultHTTPTimeout}}
for _, apply := range opts {
apply(&resolved)
}
return resolved
}
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package ai
import "github.com/pkg/errors"
var (
// ErrProviderNotFound indicates that a requested provider ID does not exist.
ErrProviderNotFound = errors.New("AI provider not found")
// ErrCapabilityUnsupported indicates that the provider does not support the requested capability.
ErrCapabilityUnsupported = errors.New("AI provider capability unsupported")
// ErrSTTNotSupported indicates that the provider does not have a dedicated
// speech-to-text endpoint. Use the audiollm package for multimodal audio
// understanding when this is returned.
ErrSTTNotSupported = errors.New("provider does not support speech-to-text capability")
// ErrAudioLLMNotSupported indicates that the provider does not have a
// multimodal-audio LLM available in this codebase.
ErrAudioLLMNotSupported = errors.New("provider does not support multimodal audio capability")
)
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package ai
import "github.com/pkg/errors"
const (
// DefaultOpenAITranscriptionModel is the built-in OpenAI transcription model.
DefaultOpenAITranscriptionModel = "whisper-1"
// DefaultGeminiTranscriptionModel is the built-in Gemini transcription model.
DefaultGeminiTranscriptionModel = "gemini-2.5-flash"
)
// DefaultTranscriptionModel returns the built-in transcription model for a provider.
func DefaultTranscriptionModel(providerType ProviderType) (string, error) {
switch providerType {
case ProviderOpenAI:
return DefaultOpenAITranscriptionModel, nil
case ProviderGemini:
return DefaultGeminiTranscriptionModel, nil
default:
return "", errors.Wrapf(ErrCapabilityUnsupported, "provider type %q", providerType)
}
}
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package ai
import "github.com/pkg/errors"
// FindProvider returns the provider with the given ID.
func FindProvider(providers []ProviderConfig, providerID string) (*ProviderConfig, error) {
if providerID == "" {
return nil, errors.Wrap(ErrProviderNotFound, "provider ID is required")
}
for _, provider := range providers {
if provider.ID == providerID {
return &provider, nil
}
}
return nil, errors.Wrapf(ErrProviderNotFound, "provider ID %q", providerID)
}
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// Package openai implements stt.Transcriber against the OpenAI
// /audio/transcriptions endpoint (and any compatible third-party endpoint
// such as Groq Whisper, faster-whisper self-hosted, or Azure Whisper).
package openai
import (
"context"
"mime"
"net/url"
"strings"
openaisdk "github.com/openai/openai-go/v3"
openaioption "github.com/openai/openai-go/v3/option"
"github.com/pkg/errors"
"github.com/usememos/memos/internal/ai"
"github.com/usememos/memos/internal/ai/stt"
)
const defaultEndpoint = "https://api.openai.com/v1"
// Transcriber implements stt.Transcriber for OpenAI-compatible STT endpoints.
type Transcriber struct {
client openaisdk.Client
}
// New constructs a Transcriber from a provider config.
func New(cfg ai.ProviderConfig, options stt.Options) (*Transcriber, error) {
endpoint, err := normalizeEndpoint(cfg.Endpoint)
if err != nil {
return nil, err
}
if cfg.APIKey == "" {
return nil, errors.New("OpenAI API key is required")
}
return &Transcriber{
client: openaisdk.NewClient(
openaioption.WithAPIKey(cfg.APIKey),
openaioption.WithBaseURL(endpoint),
openaioption.WithHTTPClient(options.HTTPClient),
),
}, nil
}
// Transcribe sends the audio to /audio/transcriptions.
func (t *Transcriber) Transcribe(ctx context.Context, req stt.Request) (*stt.Response, error) {
if strings.TrimSpace(req.Model) == "" {
return nil, errors.New("model is required")
}
if req.Audio == nil {
return nil, errors.New("audio is required")
}
filename, contentType, err := normalizeAudioMetadata(req)
if err != nil {
return nil, err
}
params := openaisdk.AudioTranscriptionNewParams{
File: openaisdk.File(req.Audio, filename, contentType),
Model: openaisdk.AudioModel(req.Model),
ResponseFormat: openaisdk.AudioResponseFormatJSON,
}
if req.Prompt != "" {
params.Prompt = openaisdk.String(req.Prompt)
}
if req.Language != "" {
params.Language = openaisdk.String(req.Language)
}
resp, err := t.client.Audio.Transcriptions.New(ctx, params)
if err != nil {
return nil, errors.Wrap(err, "failed to send OpenAI transcription request")
}
return &stt.Response{
Text: resp.Text,
Language: resp.Language,
}, nil
}
func normalizeEndpoint(endpoint string) (string, error) {
endpoint = strings.TrimSpace(endpoint)
if endpoint == "" {
endpoint = defaultEndpoint
}
if _, err := url.ParseRequestURI(endpoint); err != nil {
return "", errors.Wrap(err, "invalid OpenAI endpoint")
}
return strings.TrimRight(endpoint, "/"), nil
}
func normalizeAudioMetadata(req stt.Request) (string, string, error) {
filename := strings.TrimSpace(req.Filename)
if filename == "" {
filename = "audio"
}
contentType := strings.TrimSpace(req.ContentType)
if contentType == "" {
contentType = "application/octet-stream"
} else {
mediaType, _, err := mime.ParseMediaType(contentType)
if err != nil {
return "", "", errors.Wrap(err, "invalid audio content type")
}
contentType = mediaType
}
return sanitizeFilename(filename), contentType, nil
}
func sanitizeFilename(filename string) string {
filename = strings.NewReplacer("\r", "_", "\n", "_").Replace(filename)
if strings.TrimSpace(filename) == "" {
return "audio"
}
return filename
}
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package openai_test
import (
"context"
"encoding/json"
"net/http"
"net/http/httptest"
"strings"
"testing"
"time"
"github.com/stretchr/testify/require"
"github.com/usememos/memos/internal/ai"
"github.com/usememos/memos/internal/ai/stt"
sttopenai "github.com/usememos/memos/internal/ai/stt/openai"
)
func TestTranscribe(t *testing.T) {
t.Parallel()
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
require.Equal(t, http.MethodPost, r.Method)
require.Equal(t, "/audio/transcriptions", r.URL.Path)
require.Equal(t, "Bearer test-key", r.Header.Get("Authorization"))
require.NoError(t, r.ParseMultipartForm(10<<20))
require.Equal(t, "gpt-4o-transcribe", r.FormValue("model"))
require.Equal(t, "json", r.FormValue("response_format"))
require.Equal(t, "domain words", r.FormValue("prompt"))
require.Equal(t, "en", r.FormValue("language"))
file, header, err := r.FormFile("file")
require.NoError(t, err)
defer file.Close()
require.Equal(t, "voice.wav", header.Filename)
require.Equal(t, "audio/wav", header.Header.Get("Content-Type"))
w.Header().Set("Content-Type", "application/json")
require.NoError(t, json.NewEncoder(w).Encode(map[string]any{
"text": "hello world",
"language": "en",
"duration": 1.5,
}))
}))
defer server.Close()
transcriber, err := sttopenai.New(ai.ProviderConfig{
Type: ai.ProviderOpenAI,
Endpoint: server.URL,
APIKey: "test-key",
}, stt.ApplyOptions(nil))
require.NoError(t, err)
ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
defer cancel()
response, err := transcriber.Transcribe(ctx, stt.Request{
Model: "gpt-4o-transcribe",
Filename: "voice.wav",
ContentType: "audio/wav",
Audio: strings.NewReader("RIFF"),
Prompt: "domain words",
Language: "en",
})
require.NoError(t, err)
require.Equal(t, "hello world", response.Text)
require.Equal(t, "en", response.Language)
// Note: Duration intentionally omitted from stt.Response — not exposed in the new contract.
}
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package stt
import (
"net/http"
"time"
)
const defaultHTTPTimeout = 2 * time.Minute
// Options is the resolved option set passed to provider implementations.
type Options struct {
HTTPClient *http.Client
}
// TranscriberOption customizes a Transcriber.
type TranscriberOption func(*Options)
// WithHTTPClient overrides the HTTP client used by the transcriber.
func WithHTTPClient(client *http.Client) TranscriberOption {
return func(o *Options) {
if client != nil {
o.HTTPClient = client
}
}
}
// ApplyOptions resolves a TranscriberOption slice into Options with defaults.
func ApplyOptions(opts []TranscriberOption) Options {
resolved := Options{HTTPClient: &http.Client{Timeout: defaultHTTPTimeout}}
for _, apply := range opts {
apply(&resolved)
}
return resolved
}
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// Package stt defines the speech-to-text capability for AI providers.
// Implementations call dedicated STT endpoints (e.g. OpenAI /audio/transcriptions)
// and return deterministic transcription output. For multimodal LLMs that
// happen to accept audio input, see internal/ai/audiollm.
package stt
import (
"context"
"io"
)
// Transcriber transcribes audio to text using a provider's dedicated STT endpoint.
type Transcriber interface {
Transcribe(ctx context.Context, req Request) (*Response, error)
}
// Request is the input to a transcription call.
type Request struct {
Audio io.Reader
Size int64
Filename string
ContentType string // IANA media type, e.g. "audio/wav"
Model string // provider-specific model id (e.g. "whisper-1", "gpt-4o-transcribe")
Prompt string // soft spelling/vocabulary hint (Whisper "prompt" parameter)
Language string // ISO 639-1, optional
}
// Response is the output of a transcription call.
type Response struct {
Text string
Language string // empty if provider did not return it
Segments []Segment // empty unless provider returned timestamps
}
// Segment is a timestamped portion of the transcript.
type Segment struct {
Text string
Start float64
End float64
Speaker string // empty unless using a diarization-capable model
}