Files

172 lines
4.0 KiB
Go

package llm
import (
"bytes"
"context"
"encoding/base64"
"encoding/json"
"fmt"
"io"
"mime/multipart"
"net/http"
)
type openAIClient struct {
http *http.Client
base string
key string
model string
audioModel string
maxTokens int
}
func (c *openAIClient) modelOr(o Options) string {
if o.Model != "" {
return o.Model
}
return c.model
}
func (c *openAIClient) Vision(ctx context.Context, prompt string, images []Image, opts Options) (string, error) {
content := []map[string]any{{"type": "text", "text": prompt}}
for _, img := range images {
url := fmt.Sprintf("data:%s;base64,%s", img.MediaType, base64.StdEncoding.EncodeToString(img.Data))
content = append(content, map[string]any{"type": "image_url", "image_url": map[string]any{"url": url}})
}
maxTok := c.maxTokens
if opts.MaxTokens > 0 {
maxTok = opts.MaxTokens
}
reqBody := map[string]any{
"model": c.modelOr(opts),
"max_tokens": maxTok,
"temperature": opts.Temperature,
"messages": []map[string]any{{"role": "user", "content": content}},
}
b, err := json.Marshal(reqBody)
if err != nil {
return "", err
}
status, raw, err := c.postJSONRaw(ctx, "/v1/chat/completions", b)
if err != nil {
return "", err
}
// Self-heal: newer OpenAI models reject max_tokens; retry with max_completion_tokens.
if status == http.StatusBadRequest && bytes.Contains(raw, []byte("max_completion_tokens")) {
reqBody["max_completion_tokens"] = reqBody["max_tokens"]
delete(reqBody, "max_tokens")
b, err = json.Marshal(reqBody)
if err != nil {
return "", err
}
status, raw, err = c.postJSONRaw(ctx, "/v1/chat/completions", b)
if err != nil {
return "", err
}
}
if status >= 300 {
return "", fmt.Errorf("openai HTTP %d: %s", status, string(raw))
}
var out struct {
Choices []struct {
Message struct {
Content string `json:"content"`
} `json:"message"`
} `json:"choices"`
}
if err := json.Unmarshal(raw, &out); err != nil {
return "", err
}
if len(out.Choices) == 0 {
return "", fmt.Errorf("openai: empty choices")
}
return out.Choices[0].Message.Content, nil
}
func (c *openAIClient) Transcribe(ctx context.Context, audio []byte, filename string, opts Options) (string, error) {
model := c.audioModel
if opts.Model != "" {
model = opts.Model
}
if model == "" {
model = c.model
}
var buf bytes.Buffer
mw := multipart.NewWriter(&buf)
if err := mw.WriteField("model", model); err != nil {
return "", err
}
if opts.Language != "" {
if err := mw.WriteField("language", opts.Language); err != nil {
return "", err
}
}
fw, err := mw.CreateFormFile("file", filename)
if err != nil {
return "", err
}
if _, err := fw.Write(audio); err != nil {
return "", err
}
if err := mw.Close(); err != nil {
return "", err
}
req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.base+"/v1/audio/transcriptions", &buf)
if err != nil {
return "", err
}
req.Header.Set("Content-Type", mw.FormDataContentType())
if c.key != "" {
req.Header.Set("Authorization", "Bearer "+c.key)
}
resp, err := c.http.Do(req)
if err != nil {
return "", err
}
defer func() { _ = resp.Body.Close() }()
body, err := io.ReadAll(resp.Body)
if err != nil {
return "", err
}
if resp.StatusCode >= 300 {
return "", fmt.Errorf("openai transcribe HTTP %d: %s", resp.StatusCode, string(body))
}
var out struct {
Text string `json:"text"`
}
if err := json.Unmarshal(body, &out); err != nil {
return "", err
}
return out.Text, nil
}
func (c *openAIClient) postJSONRaw(ctx context.Context, path string, b []byte) (int, []byte, error) {
req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.base+path, bytes.NewReader(b))
if err != nil {
return 0, nil, err
}
req.Header.Set("Content-Type", "application/json")
if c.key != "" {
req.Header.Set("Authorization", "Bearer "+c.key)
}
resp, err := c.http.Do(req)
if err != nil {
return 0, nil, err
}
defer func() { _ = resp.Body.Close() }()
raw, err := io.ReadAll(resp.Body)
if err != nil {
return resp.StatusCode, nil, err
}
return resp.StatusCode, raw, nil
}