mirror of
https://github.com/lukaszraczylo/mcp-captcharesolver.git
synced 2026-10-18 01:17:53 +00:00
feat(llm): openai-compatible vision and transcription provider
This commit is contained in:
@@ -0,0 +1,145 @@
|
||||
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}},
|
||||
}
|
||||
var out struct {
|
||||
Choices []struct {
|
||||
Message struct {
|
||||
Content string `json:"content"`
|
||||
} `json:"message"`
|
||||
} `json:"choices"`
|
||||
}
|
||||
if err := c.postJSON(ctx, "/v1/chat/completions", reqBody, &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) postJSON(ctx context.Context, path string, body, out any) error {
|
||||
b, err := json.Marshal(body)
|
||||
if err != nil {
|
||||
return err
|
||||
}
|
||||
req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.base+path, bytes.NewReader(b))
|
||||
if err != nil {
|
||||
return 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 err
|
||||
}
|
||||
defer func() { _ = resp.Body.Close() }()
|
||||
raw, err := io.ReadAll(resp.Body)
|
||||
if err != nil {
|
||||
return err
|
||||
}
|
||||
if resp.StatusCode >= 300 {
|
||||
return fmt.Errorf("openai HTTP %d: %s", resp.StatusCode, string(raw))
|
||||
}
|
||||
return json.Unmarshal(raw, out)
|
||||
}
|
||||
Reference in New Issue
Block a user