555

flask-dev-api/.claude/settings.local.json

@@ -85,7 +85,9 @@
       "Bash(python -c \"import llama_cpp; print\\('file:', llama_cpp.__file__\\); print\\('supports_gpu:', llama_cpp.llama_supports_gpu_offload\\(\\)\\)\")",
       "Bash(cat \"E:/AI/ai-translation/argos/translate-en_zh-1_9/metadata.json\")",
       "Bash(ls \"E:\\\\AI\\\\ai-translation\\\\argos\")",
-      "Bash(cat \"E:\\\\AI\\\\ai-translation\\\\nllb\\\\nllb-200-distilled-600M\\\\config.json\" 2>&1 | head -20)"
+      "Bash(cat \"E:\\\\AI\\\\ai-translation\\\\nllb\\\\nllb-200-distilled-600M\\\\config.json\" 2>&1 | head -20)",
+      "Bash(ls \"E:/AI/\" 2>/dev/null)",
+      "WebSearch"
     ]
   }
 }

flask-dev-api/app.py

@@ -1,4 +1,4 @@
-# -*- coding: utf-8 -*-
+# -*- coding: utf-8 -*-
 """
 整合工具集主入口
 只负责创建 Flask 应用、注册蓝图和启动服务
@@ -11,7 +11,7 @@ from datetime import datetime
 from flask import Flask, render_template, jsonify, g, request, session, redirect
 
 from config import PORT, LOGIN_ENABLED, LOGIN_USERNAME, LOGIN_PASSWORD, SECRET_KEY
-from blueprints import pin_tu_bp, base64_bp, down_video_bp, fen_ci_bp, content_tag_bp, chmod_calc_bp, json_format_bp, qr_code_bp, http_status_bp, url_parser_bp, token_gen_bp, sovits_tts_bp, stt_bp, ai_dubbing_bp, rvc_bp, audio_slicer_bp, uvr_sep_bp, mp4_to_audio_bp, ai_translate_bp
+from blueprints import pin_tu_bp, base64_bp, down_video_bp, fen_ci_bp, content_tag_bp, chmod_calc_bp, json_format_bp, qr_code_bp, http_status_bp, url_parser_bp, token_gen_bp, sovits_tts_bp, stt_bp, ai_dubbing_bp, rvc_bp, audio_slicer_bp, uvr_sep_bp, mp4_to_audio_bp
 from utils.stats_db import init_db, record_call, get_total_count, get_avg_duration, get_daily_counts, get_monthly_counts, get_available_years, get_available_months, get_daily_counts_by_month, get_hourly_counts, get_endpoint_stats, get_today_count, get_yesterday_count, get_month_count, get_success_rate, get_duration_distribution, get_slowest_endpoints, get_week_compare, get_recent_calls, get_active_days
 from utils.stats_db import ALLOWED_TABLES, get_table_info, get_table_rows, get_table_count, insert_row, update_row, delete_rows, clear_table
 
@@ -248,23 +248,12 @@ def create_app():
     app.register_blueprint(audio_slicer_bp)
     app.register_blueprint(uvr_sep_bp)
     app.register_blueprint(mp4_to_audio_bp)
-    app.register_blueprint(ai_translate_bp)
 
     return app
 
 app = create_app()
 
 
-def start_flask():
-    """供桌面启动器调用，以非调试模式运行 Flask"""
-    from config import AUTO_OPEN_BROWSER
-    if AUTO_OPEN_BROWSER:
-        import webbrowser
-        import threading as _t
-        _t.Timer(1, webbrowser.open, args=[f'http://127.0.0.1:{PORT}']).start()
-    a = create_app()
-    a.run(host='127.0.0.1', port=PORT, use_reloader=False, threaded=True)
-
 
 if __name__ == '__main__':
     from config import AUTO_OPEN_BROWSER

flask-dev-api/blueprints/__init__.py

@@ -1,4 +1,4 @@
-# blueprints package
+# blueprints package
 from .pin_tu import bp as pin_tu_bp
 from .base64_codec import bp as base64_bp
 from .down_video import bp as down_video_bp
@@ -17,10 +17,9 @@ from .rvc import bp as rvc_bp
 from .audio_slicer import bp as audio_slicer_bp
 from .uvr_sep import bp as uvr_sep_bp
 from .mp4_to_audio import bp as mp4_to_audio_bp
-from .ai_translate import bp as ai_translate_bp
 
 __all__ = [
     'pin_tu_bp', 'base64_bp', 'down_video_bp', 'fen_ci_bp', 'content_tag_bp',
     'chmod_calc_bp', 'json_format_bp', 'qr_code_bp', 'http_status_bp', 'url_parser_bp', 'token_gen_bp',
-    'sovits_tts_bp', 'stt_bp', 'ai_dubbing_bp', 'rvc_bp', 'audio_slicer_bp', 'uvr_sep_bp', 'mp4_to_audio_bp', 'ai_translate_bp',
+    'sovits_tts_bp', 'stt_bp', 'ai_dubbing_bp', 'rvc_bp', 'audio_slicer_bp', 'uvr_sep_bp', 'mp4_to_audio_bp',
 ]

flask-dev-api/blueprints/ai_translate.py

@@ -1,621 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-ai-translate AI 翻译蓝图
-支持 NLLB-200 本地翻译引擎
-"""
-import os
-import re
-import json
-import uuid
-import threading
-import tempfile
-from flask import Blueprint, render_template, request, jsonify, send_file
-
-bp = Blueprint('ai_translate', __name__, url_prefix='/ai-translate')
-
-try:
-    from config import BASE_DIR
-except ImportError:
-    BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
-
-CONFIG_PATH = os.path.join(BASE_DIR, 'config', 'ai_translate_config.json')
-
-# 引擎状态
-_model = None
-_model_lock = threading.Lock()
-_engine_status = {'loaded': False, 'loading': False, 'engine_type': None, 'model_name': None, 'error': None}
-
-_tasks = {}
-
-SUBTITLE_EXTS = ('.srt', '.ass', '.ssa', '.vtt')
-LANGUAGES = {
-    'zh': '中文', 'en': '英文', 'ja': '日文', 'ko': '韩文',
-    'fr': '法文', 'de': '德文', 'es': '西班牙文', 'ru': '俄文',
- 'th': '泰文', 'vi': '越南文', 'it': '意大利文',
-    'pt': '葡萄牙文', 'auto': '自动检测',
-}
-
-# NLLB-200 语言代码映射
-_NLLB_LANG_MAP = {
-    'zh': 'zho_Hans', 'en': 'eng_Latn', 'ja': 'jpn_Jpan', 'ko': 'kor_Hang',
-    'fr': 'fra_Latn', 'de': 'deu_Latn', 'es': 'spa_Latn', 'ru': 'rus_Cyrl',
-    'th': 'tha_Thai', 'vi': 'vie_Latn', 'it': 'ita_Latn',
-    'pt': 'por_Latn',
-}
-
-# langdetect 返回值 → 我们的语言代码
-_DETECT_LANG_MAP = {
-    'zh-cn': 'zh', 'zh-tw': 'zh', 'zh': 'zh',
-    'en': 'en', 'ja': 'ja', 'ko': 'ko',
-    'fr': 'fr', 'de': 'de', 'es': 'es', 'ru': 'ru',
-    'th': 'th', 'vi': 'vi', 'it': 'it', 'pt': 'pt',
-}
-
-ENGINE_TYPES = {
-    'nllb': {'name': 'NLLB-200', 'desc': 'HF 目录或模型 ID'},
-}
-
-
-def _default_config():
-    return {
-        'engine_type': 'nllb',
-        'nllb_dir': '',
-        'max_new_tokens': 512,
-        'batch_size': 8,
-        'last_nllb_model': '',
-        'last_src_lang': 'en',
-        'last_tgt_lang': 'zh',
-    }
-
-
-def _load_config():
-    cfg = _default_config()
-    if os.path.exists(CONFIG_PATH):
-        try:
-            with open(CONFIG_PATH, 'r', encoding='utf-8') as f:
-                cfg.update(json.load(f))
-        except Exception:
-            pass
-    return cfg
-
-
-def _save_config(cfg):
-    os.makedirs(os.path.dirname(CONFIG_PATH), exist_ok=True)
-    with open(CONFIG_PATH, 'w', encoding='utf-8') as f:
-        json.dump(cfg, f, ensure_ascii=False, indent=2)
-
-
-
-# ==================== 字幕解析 ====================
-
-def _parse_srt(text):
-    blocks = re.split(r'\n\s*\n', text.strip())
-    entries = []
-    for block in blocks:
-        lines = block.strip().split('\n')
-        if len(lines) < 3:
-            continue
-        try:
-            idx = int(lines[0].strip())
-        except ValueError:
-            continue
-        timecode = lines[1].strip()
-        content = '\n'.join(lines[2:]).strip()
-        if content:
-            entries.append((idx, timecode, content))
-    return entries
-
-
-def _build_srt(entries):
-    parts = []
-    for idx, tc, content in entries:
-        parts.append(f'{idx}\n{tc}\n{content}')
-    return '\n\n'.join(parts) + '\n'
-
-
-def _parse_vtt(text):
-    text = re.sub(r'^WEBVTT\s*\n', '', text.strip(), count=1)
-    blocks = re.split(r'\n\s*\n', text.strip())
-    entries = []
-    for i, block in enumerate(blocks):
-        lines = block.strip().split('\n')
-        if len(lines) < 2:
-            continue
-        timecode = None
-        content_lines = []
-        for line in lines:
-            if '-->' in line:
-                timecode = line.strip()
-            elif timecode is not None:
-                content_lines.append(line)
-            else:
-                if '-->' not in line:
-                    continue
-        if timecode and content_lines:
-            entries.append((i + 1, timecode, '\n'.join(content_lines).strip()))
-    return entries
-
-
-def _build_vtt(entries):
-    parts = ['WEBVTT\n']
-    for idx, tc, content in entries:
-        parts.append(f'{idx}\n{tc}\n{content}')
-    return '\n\n'.join(parts) + '\n'
-
-
-def _parse_ass(text):
-    entries = []
-    for line in text.split('\n'):
-        line = line.strip()
-        if line.lower().startswith('dialogue:'):
-            entries.append(line)
-    return entries
-
-
-def _ass_extract_text(dialogue_line):
-    parts = dialogue_line.split(',', 9)
-    if len(parts) < 10:
-        return dialogue_line, ''
-    text = parts[9]
-    text = re.sub(r'\{[^}]*\}', '', text)
-    text = text.replace('\\N', '\n').replace('\\n', '\n')
-    return dialogue_line, text.strip()
-
-
-def _ass_replace_text(dialogue_line, new_text):
-    parts = dialogue_line.split(',', 9)
-    if len(parts) < 10:
-        return dialogue_line
-    translated = new_text.replace('\n', '\\N')
-    parts[9] = translated
-    return ','.join(parts)
-
-
-def _build_ass(original_lines, translated_texts):
-    result = []
-    trans_idx = 0
-    for line in original_lines:
-        if line.lower().startswith('dialogue:'):
-            if trans_idx < len(translated_texts):
-                result.append(_ass_replace_text(line, translated_texts[trans_idx]))
-                trans_idx += 1
-            else:
-                result.append(line)
-        else:
-            result.append(line)
-    return '\n'.join(result)
-
-
-def _detect_subtitle_format(filename, content):
-    ext = os.path.splitext(filename)[1].lower()
-    if ext == '.srt':
-        return 'srt'
-    if ext == '.vtt':
-        return 'vtt'
-    if ext in ('.ass', '.ssa'):
-        return 'ass'
-    if 'WEBVTT' in content[:20]:
-        return 'vtt'
-    if 'Dialogue:' in content:
-        return 'ass'
-    return 'srt'
-
-
-# ==================== 模型加载与翻译 ====================
-
-def _load_model(model_path, model_name):
-    global _model
-    from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
-    import torch
-
-    _engine_status['loading'] = True
-    _engine_status['error'] = None
-    try:
-        device = 'cuda' if torch.cuda.is_available() else 'cpu'
-        tokenizer = AutoTokenizer.from_pretrained(model_path, clean_up_tokenization_spaces=True)
-        model = AutoModelForSeq2SeqLM.from_pretrained(model_path)
-        model = model.to(device)
-        model.eval()
-        _model = {'model': model, 'tokenizer': tokenizer, 'device': device}
-
-        _engine_status['loaded'] = True
-        _engine_status['model_name'] = model_name
-        _engine_status['engine_type'] = 'nllb'
-        _engine_status['error'] = None
-        return True, None
-
-    except Exception as e:
-        _engine_status['error'] = str(e)
-        return False, str(e)
-    finally:
-        _engine_status['loading'] = False
-
-
-def _unload_model():
-    global _model
-    _model = None
-    _engine_status['loaded'] = False
-    _engine_status['model_name'] = None
-    _engine_status['engine_type'] = None
-    import gc
-    gc.collect()
-    try:
-        import torch
-        if torch.cuda.is_available():
-            torch.cuda.empty_cache()
-    except Exception:
-        pass
-
-
-def _detect_lang(text):
-    """用 langdetect 检测语言，返回我们的语言代码（如 'zh'、'en'）"""
-    try:
-        from langdetect import detect
-        code = detect(text)
-        return _DETECT_LANG_MAP.get(code, _DETECT_LANG_MAP.get(code.split('-')[0], 'en'))
-    except Exception:
-        return 'en'
-
-
-def _do_translate(texts, src_lang, tgt_lang, cfg):
-    if not _model:
-        return None, '模型未加载'
-    try:
-        import torch
-        model = _model['model']
-        tokenizer = _model['tokenizer']
-        device = _model['device']
-
-        nllb_tgt = _NLLB_LANG_MAP.get(tgt_lang, _NLLB_LANG_MAP.get('zh', 'zho_Hans'))
-        tgt_token_id = tokenizer.convert_tokens_to_ids(nllb_tgt)
-
-        # 自动检测时，用第一条文本检测语言
-        if src_lang == 'auto':
-            sample = ' '.join(texts[:3])
-            detected = _detect_lang(sample)
-            nllb_src = _NLLB_LANG_MAP.get(detected, 'eng_Latn')
-        else:
-            nllb_src = _NLLB_LANG_MAP.get(src_lang, 'eng_Latn')
-
-        results = []
-        for text in texts:
-            tokenizer.src_lang = nllb_src
-            inputs = tokenizer(text, return_tensors='pt', padding=True, truncation=True, max_length=512).to(device)
-            with torch.no_grad():
-                translated = model.generate(
-                    **inputs,
-                    forced_bos_token_id=tgt_token_id,
-                    max_new_tokens=cfg.get('max_new_tokens', 512)
-                )
-            result = tokenizer.decode(translated[0], skip_special_tokens=True)
-            results.append(result)
-        return results, None
-    except Exception as e:
-        return None, str(e)
-
-
-def _ensure_model(src_lang=None, tgt_lang=None):
-    if _engine_status['loaded'] and _model:
-        return True, None
-    cfg = _load_config()
-    models_dir = cfg.get('nllb_dir', '')
-    if not models_dir or not os.path.isdir(models_dir):
-        return False, '请在设置中配置 NLLB 模型目录'
-
-    # 用 last 模型或第一个可用
-    model_name = cfg.get('last_nllb_model', '')
-    if model_name:
-        full = os.path.join(models_dir, model_name)
-        if not (os.path.isdir(full) and os.path.exists(os.path.join(full, 'config.json'))):
-            model_name = ''
-    if not model_name:
-        for name in sorted(os.listdir(models_dir)):
-            full = os.path.join(models_dir, name)
-            if os.path.isdir(full) and os.path.exists(os.path.join(full, 'config.json')):
-                model_name = name
-                break
-    if not model_name:
-        return False, '未找到 NLLB 模型，请在设置中配置目录'
-
-    model_path = os.path.join(models_dir, model_name)
-    with _model_lock:
-        if _engine_status['loaded'] and _model:
-            return True, None
-        ok, load_err = _load_model(model_path, model_name)
-        if ok:
-            cfg['last_nllb_model'] = model_name
-            _save_config(cfg)
-        return ok, load_err
-
-
-# ==================== 启动时自动加载模型 ====================
-
-_auto_load_done = False
-
-
-def _trigger_auto_load():
-    global _auto_load_done
-    if _auto_load_done:
-        return
-    _auto_load_done = True
-
-    threading.Thread(target=_ensure_model, daemon=True).start()
-
-
-# ==================== 路由 ====================
-
-@bp.route('/')
-def page():
-    _trigger_auto_load()
-    cfg = _load_config()
-    return render_template('ai_translate.html', config=cfg, languages=LANGUAGES, engine_types=ENGINE_TYPES)
-
-
-@bp.route('/model-status')
-def model_status():
-    return jsonify({
-        'loaded': _engine_status['loaded'],
-        'loading': _engine_status['loading'],
-        'model_name': _engine_status.get('model_name'),
-    })
-
-
-@bp.route('/config', methods=['GET'])
-def get_config():
-    return jsonify(_load_config())
-
-
-@bp.route('/config', methods=['POST'])
-def save_config():
-    data = request.get_json()
-    cfg = _load_config()
-    for key in ('nllb_dir', 'last_src_lang', 'last_tgt_lang', 'max_new_tokens', 'batch_size'):
-        if key in data:
-            cfg[key] = data[key]
-    _save_config(cfg)
-    return jsonify({'success': True})
-
-
-@bp.route('/models')
-def list_models():
-    cfg = _load_config()
-    models_dir = cfg.get('nllb_dir', '')
-    models = []
-    if models_dir and os.path.isdir(models_dir):
-        for name in sorted(os.listdir(models_dir)):
-            full = os.path.join(models_dir, name)
-            if os.path.isdir(full) and os.path.exists(os.path.join(full, 'config.json')):
-                models.append({'name': name, 'type': 'huggingface', 'path': full})
-    return jsonify({'models': models, 'models_dir': models_dir, 'last_model': cfg.get('last_nllb_model', '')})
-
-
-@bp.route('/languages')
-def list_languages():
-    langs = [{'code': c, 'name': n} for c, n in LANGUAGES.items() if c != 'auto']
-    return jsonify({'src_langs': [{'code': 'auto', 'name': '自动检测'}] + langs, 'tgt_langs': langs})
-
-
-@bp.route('/unload-model', methods=['POST'])
-def unload_model():
-    with _model_lock:
-        _unload_model()
-    cfg = _load_config()
-    cfg['last_nllb_model'] = ''
-    _save_config(cfg)
-    return jsonify({'success': True, 'message': '模型已卸载'})
-
-
-@bp.route('/load-model', methods=['POST'])
-def load_model():
-    data = request.get_json() or {}
-    model_name = data.get('model_name', '').strip()
-    if not model_name:
-        return jsonify({'success': False, 'error': '请指定模型名称'}), 400
-
-    cfg = _load_config()
-    models_dir = cfg.get('nllb_dir', '')
-    if not models_dir or not os.path.isdir(models_dir):
-        return jsonify({'success': False, 'error': '请先配置 NLLB 模型目录'}), 400
-
-    model_path = os.path.join(models_dir, model_name)
-    if not os.path.isdir(model_path):
-        return jsonify({'success': False, 'error': f'模型目录不存在: {model_name}'}), 400
-
-    with _model_lock:
-        _unload_model()
-        ok, err = _load_model(model_path, model_name)
-        if ok:
-            cfg['last_nllb_model'] = model_name
-            _save_config(cfg)
-            return jsonify({'success': True, 'model_name': model_name})
-        return jsonify({'success': False, 'error': err or '加载失败'}), 400
-
-
-@bp.route('/translate-text', methods=['POST'])
-def translate_text():
-    data = request.get_json()
-    text = (data.get('text') or '').strip()
-    if not text:
-        return jsonify({'success': False, 'error': '请输入要翻译的文本'}), 400
-
-    src_lang = data.get('src_lang', 'en')
-    tgt_lang = data.get('tgt_lang', 'zh')
-    cfg = _load_config()
-    batch_size = cfg.get('batch_size', 8)
-
-    cfg['last_src_lang'] = src_lang
-    cfg['last_tgt_lang'] = tgt_lang
-    _save_config(cfg)
-
-    ok, err = _ensure_model(src_lang, tgt_lang)
-    if not ok:
-        return jsonify({'success': False, 'error': err}), 400
-
-    task_id = uuid.uuid4().hex
-    _tasks[task_id] = {'status': 'translating', 'progress': 0, 'result': None, 'error': None}
-
-    def _do_task():
-        try:
-            paragraphs = [p.strip() for p in text.split('\n') if p.strip()]
-            if not paragraphs:
-                paragraphs = [text]
-
-            all_results = []
-            total = len(paragraphs)
-            for i in range(0, total, batch_size):
-                batch = paragraphs[i:i + batch_size]
-                results, err = _do_translate(batch, src_lang, tgt_lang, cfg)
-                if err:
-                    _tasks[task_id] = {'status': 'error', 'error': err}
-                    return
-                all_results.extend(results)
-                _tasks[task_id]['progress'] = round((i + len(batch)) / total * 100)
-
-            _tasks[task_id] = {'status': 'done', 'result': '\n'.join(all_results), 'progress': 100}
-
-        except Exception as e:
-            _tasks[task_id] = {'status': 'error', 'error': str(e)}
-
-    threading.Thread(target=_do_task, daemon=True).start()
-    return jsonify({'success': True, 'task_id': task_id})
-
-
-@bp.route('/translate-file', methods=['POST'])
-def translate_file():
-    if 'subtitle' not in request.files:
-        return jsonify({'success': False, 'error': '请上传字幕文件'}), 400
-    f = request.files['subtitle']
-    if not f.filename:
-        return jsonify({'success': False, 'error': '请上传字幕文件'}), 400
-
-    ext = os.path.splitext(f.filename)[1].lower()
-    if ext not in SUBTITLE_EXTS:
-        return jsonify({'success': False, 'error': f'不支持的格式: {ext}，支持 SRT/ASS/VTT'}), 400
-
-    src_lang = request.form.get('src_lang', 'en')
-    tgt_lang = request.form.get('tgt_lang', 'zh')
-    cfg = _load_config()
-    batch_size = cfg.get('batch_size', 8)
-
-    cfg['last_src_lang'] = src_lang
-    cfg['last_tgt_lang'] = tgt_lang
-    _save_config(cfg)
-
-    ok, err = _ensure_model(src_lang, tgt_lang)
-    if not ok:
-        return jsonify({'success': False, 'error': err}), 400
-
-    content = f.read().decode('utf-8', errors='replace')
-    fmt = _detect_subtitle_format(f.filename, content)
-
-    task_id = uuid.uuid4().hex
-    _tasks[task_id] = {'status': 'translating', 'progress': 0, 'result': None, 'error': None,
-                       'filename': f.filename, 'format': fmt}
-
-    def _do_task():
-        try:
-            if fmt == 'srt':
-                entries = _parse_srt(content)
-                texts = [e[2] for e in entries]
-            elif fmt == 'vtt':
-                entries = _parse_vtt(content)
-                texts = [e[2] for e in entries]
-            elif fmt == 'ass':
-                full_lines = content.split('\n')
-                dialogue_lines = [l for l in full_lines if l.strip().lower().startswith('dialogue:')]
-                texts = []
-                for dl in dialogue_lines:
-                    _, txt = _ass_extract_text(dl)
-                    texts.append(txt if txt else '')
-                entries = dialogue_lines
-            else:
-                _tasks[task_id] = {'status': 'error', 'error': '未知字幕格式'}
-                return
-
-            if not texts:
-                _tasks[task_id] = {'status': 'error', 'error': '字幕文件中未找到可翻译的文本'}
-                return
-
-            all_results = []
-            total = len(texts)
-
-            for i in range(0, total, batch_size):
-                batch = texts[i:i + batch_size]
-                batch = [t for t in batch if t.strip()]
-                if not batch:
-                    all_results.extend(texts[i:i + batch_size])
-                    _tasks[task_id]['progress'] = round((i + batch_size) / total * 100)
-                    continue
-
-                results, err = _do_translate(batch, src_lang, tgt_lang, cfg)
-                if err:
-                    _tasks[task_id] = {'status': 'error', 'error': err}
-                    return
-
-                ri = 0
-                for j in range(i, min(i + batch_size, total)):
-                    if texts[j].strip():
-                        all_results.append(results[ri] if ri < len(results) else texts[j])
-                        ri += 1
-                    else:
-                        all_results.append('')
-                _tasks[task_id]['progress'] = round(min(i + batch_size, total) / total * 100)
-
-            if fmt == 'srt':
-                translated_entries = [(entries[i][0], entries[i][1], all_results[i]) for i in range(len(entries))]
-                output = _build_srt(translated_entries)
-            elif fmt == 'vtt':
-                translated_entries = [(entries[i][0], entries[i][1], all_results[i]) for i in range(len(entries))]
-                output = _build_vtt(translated_entries)
-            elif fmt == 'ass':
-                output = _build_ass(content.split('\n'), all_results)
-            else:
-                output = '\n'.join(all_results)
-
-            out_path = os.path.join(tempfile.gettempdir(), f'ai_trans_{task_id}{ext}')
-            with open(out_path, 'w', encoding='utf-8') as fout:
-                fout.write(output)
-
-            _tasks[task_id] = {
-                'status': 'done', 'progress': 100,
-                'result': output, 'file_path': out_path,
-                'filename': f.filename, 'format': fmt,
-            }
-
-        except Exception as e:
-            _tasks[task_id] = {'status': 'error', 'error': str(e)}
-
-    threading.Thread(target=_do_task, daemon=True).start()
-    return jsonify({'success': True, 'task_id': task_id})
-
-
-@bp.route('/task-status/<task_id>')
-def task_status(task_id):
-    task = _tasks.get(task_id)
-    if not task:
-        return jsonify({'success': False, 'error': '任务不存在'}), 404
-    return jsonify({'success': True, **task})
-
-
-@bp.route('/download/<task_id>')
-def download(task_id):
-    task = _tasks.get(task_id)
-    if not task or task.get('status') != 'done':
-        return jsonify({'error': '文件不存在'}), 404
-    file_path = task.get('file_path')
-    if not file_path or not os.path.exists(file_path):
-        return jsonify({'error': '文件不存在'}), 404
-    orig = task.get('filename', 'translated')
-    base, ext = os.path.splitext(orig)
-    return send_file(file_path, as_attachment=True, download_name=f'{base}_translated{ext}')
-
-
-@bp.route('/cleanup/<task_id>', methods=['POST'])
-def cleanup(task_id):
-    task = _tasks.pop(task_id, None)
-    if task and task.get('file_path'):
-        try:
-            os.remove(task['file_path'])
-        except OSError:
-            pass
-    return jsonify({'success': True})

flask-dev-api/config/ai_translate_config.json

@@ -1,9 +0,0 @@
-{
-  "engine_type": "nllb",
-  "nllb_dir": "E:\\AI\\ai-translation\\nllb",
-  "max_new_tokens": 512,
-  "batch_size": 8,
-  "last_nllb_model": "nllb-200-distilled-1.3B",
-  "last_src_lang": "auto",
-  "last_tgt_lang": "zh"
-}

flask-dev-api/config/mp4_to_audio_config.json

@@ -0,0 +1,5 @@
+{
+  "output_format": "wav",
+  "mp3_bitrate": "320k",
+  "wav_sample_rate": "original"
+}

flask-dev-api/requirements.txt

@@ -1,10 +1,32 @@
+# Web 框架
 Flask>=2.0.0
-jieba>=0.42.1
-yt-dlp>=2023.0.0
-chardet>=5.0.0
 Werkzeug>=2.0.0
-faster-whisper>=1.0.0
+requests>=2.28.0
-opencc-python-reimplemented>=0.1.7
+
-# AI 配音 (GPT-SoVITS 依赖)
+# 音频处理
 soundfile>=0.12.0
 numpy>=1.20.0
+librosa>=0.9.0
+
+# NLP / 文本处理
+jieba>=0.42.1
+chardet>=5.0.0
+opencc-python-reimplemented>=0.1.7
+langdetect>=1.0.9
+
+# 语音 / AI / 机器学习
+faster-whisper>=1.0.0
+ctranslate2>=3.20.0
+transformers>=4.30.0
+demucs>=4.0.0
+
+# 配置 / 工具
+yt-dlp>=2023.0.0
+python-dotenv>=1.0.0
+PyYAML>=6.0
+ml_collections>=0.1.1
+
+# PyTorch — 请根据 CUDA 版本自行安装
+# CPU:  pip install torch torchvision torchaudio
+# CUDA: pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
+torch>=2.0.0

flask-dev-api/templates/ai_translate.html

@@ -1,664 +0,0 @@
-<!DOCTYPE html>
-<html lang="zh-CN">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <link rel="stylesheet" href="{{ url_for('static', filename='font-awesome.css') }}">
-    <title>AI 翻译</title>
-    <style>
-        * { margin: 0; padding: 0; box-sizing: border-box; }
-        body {
-            font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
-            background: #f5f5f5; color: #333; height: 100vh; overflow: hidden; display: flex;
-        }
-
-        /* ===== 左侧面板 ===== */
-        .left-panel {
-            width: 460px; flex-shrink: 0; display: flex; flex-direction: column;
-            border-right: 1px solid #e8e8e8; background: #fff; height: 100vh; overflow-y: auto;
-        }
-        .left-panel::-webkit-scrollbar { width: 4px; }
-        .left-panel::-webkit-scrollbar-thumb { background: #ddd; border-radius: 2px; }
-        .left-body { padding: 20px 22px 28px; }
-
-        /* 标题 */
-        .page-header {
-            display: flex; align-items: center; justify-content: space-between; margin-bottom: 4px;
-        }
-        .page-header h1 { font-size: 18px; font-weight: 700; color: #1a1a1a; }
-        .page-header h1 i { color: #0078d4; margin-right: 8px; font-size: 16px; }
-        .page-subtitle { color: #aaa; font-size: 12px; margin-bottom: 18px; }
-
-        /* 设置按钮 */
-        .icon-btn {
-            width: 30px; height: 30px; border: none; background: none;
-            border-radius: 8px; cursor: pointer; font-size: 14px; color: #bbb;
-            display: flex; align-items: center; justify-content: center; transition: all 0.15s;
-        }
-        .icon-btn:hover { background: #f0f0f0; color: #666; }
-
-        /* 设置弹窗 */
-        .modal-overlay {
-            display: none; position: fixed; top: 0; left: 0; width: 100%; height: 100%;
-            background: rgba(0,0,0,0.35); z-index: 1000;
-            justify-content: center; align-items: flex-start; padding-top: 80px;
-        }
-        .modal-overlay.show { display: flex; }
-        .modal {
-            background: #fff; border-radius: 12px; width: 520px;
-            box-shadow: 0 12px 40px rgba(0,0,0,0.2); overflow: hidden;
-        }
-        .modal-head {
-            padding: 14px 18px; border-bottom: 1px solid #eee;
-            display: flex; align-items: center; justify-content: space-between;
-        }
-        .modal-head h3 { font-size: 14px; font-weight: 600; color: #333; }
-        .modal-head h3 i { margin-right: 6px; color: #999; }
-        .modal-close {
-            width: 26px; height: 26px; border: none; background: #f5f5f5;
-            border-radius: 6px; cursor: pointer; font-size: 13px; color: #999;
-            display: flex; align-items: center; justify-content: center;
-        }
-        .modal-close:hover { background: #eee; color: #333; }
-        .modal-body { padding: 16px 18px; }
-        .modal-foot {
-            padding: 10px 18px; border-top: 1px solid #eee;
-            display: flex; justify-content: flex-end; gap: 8px;
-        }
-        .modal-foot button {
-            padding: 6px 18px; font-size: 12px; font-weight: 600;
-            border-radius: 6px; cursor: pointer; transition: all 0.15s;
-        }
-        .btn-cancel { border: 1px solid #e0e0e0; background: #fff; color: #666; }
-        .btn-cancel:hover { background: #f5f5f5; }
-        .btn-save { border: none; background: #0078d4; color: #fff; }
-        .btn-save:hover { background: #006cbd; }
-
-        /* 卡片 */
-        .card {
-            background: #fafafa; border: 1px solid #f0f0f0; border-radius: 10px;
-            padding: 14px 16px; margin-bottom: 10px;
-        }
-        .card-title {
-            font-size: 11px; font-weight: 600; color: #999; text-transform: uppercase;
-            letter-spacing: 0.06em; margin-bottom: 10px; display: flex; align-items: center; gap: 6px;
-        }
-        .card-title i { font-size: 11px; }
-
-        /* 模型列表 */
-        .model-item {
-            display: flex; align-items: center; gap: 8px;
-            padding: 8px 12px; border: 1px solid #e8e8e8; border-radius: 6px;
-            margin-bottom: 5px; cursor: pointer; transition: all 0.15s;
-            font-size: 12px; color: #333; background: #fff;
-        }
-        .model-item:hover { border-color: #0078d4; background: #f0f7ff; }
-        .model-item.active { border-color: #0078d4; background: #e3f2fd; }
-        .model-item .model-name { flex: 1; font-weight: 500; }
-        .model-item .model-status {
-            width: 7px; height: 7px; border-radius: 50%; flex-shrink: 0;
-        }
-        .model-item .model-status.loaded { background: #27ae60; }
-
-
-        /* 表单 */
-        .field { margin-bottom: 8px; }
-        .field:last-child { margin-bottom: 0; }
-        .field label { display: block; font-size: 12px; font-weight: 500; margin-bottom: 3px; color: #555; }
-        .field select, .field input[type="text"] {
-            width: 100%; padding: 7px 10px;
-            border: 1px solid #e0e0e0; border-radius: 6px;
-            background: #fff; color: #333; font-size: 13px;
-            outline: none; transition: all 0.15s;
-        }
-        .field select:focus, .field input[type="text"]:focus {
-            border-color: #0078d4; box-shadow: 0 0 0 2px rgba(0,120,212,0.06);
-        }
-
-        /* 语言行 */
-        .lang-row { display: flex; gap: 6px; align-items: flex-end; }
-        .lang-row .lang-col { flex: 1; }
-        .lang-row .lang-col label { display: block; font-size: 12px; font-weight: 500; margin-bottom: 4px; color: #555; }
-        .lang-row .lang-col select {
-            width: 100%; padding: 8px 10px;
-            border: 1px solid #e0e0e0; border-radius: 6px;
-            background: #fff; color: #333; font-size: 13px;
-            outline: none; transition: all 0.15s;
-        }
-        .lang-row .lang-col select:focus {
-            border-color: #0078d4; box-shadow: 0 0 0 2px rgba(0,120,212,0.06);
-        }
-        .lang-swap-btn {
-            width: 32px; height: 34px; border: 1px solid #e0e0e0; border-radius: 6px;
-            background: #fff; color: #aaa; cursor: pointer; display: flex; align-items: center;
-            justify-content: center; font-size: 12px; flex-shrink: 0; transition: all 0.15s;
-        }
-        .lang-swap-btn:hover { background: #f0f0f0; color: #333; border-color: #ccc; }
-
-        /* textarea */
-        textarea {
-            width: 100%; min-height: 320px; padding: 10px; resize: vertical;
-            border: 1px solid #e0e0e0; border-radius: 6px; background: #fff;
-            color: #333; font-size: 13px; line-height: 1.6; outline: none;
-            transition: all 0.15s; font-family: inherit;
-        }
-        textarea:focus { border-color: #0078d4; box-shadow: 0 0 0 2px rgba(0,120,212,0.06); }
-
-        /* 上传区 */
-        .upload-area {
-            border: 2px dashed #e0e0e0; border-radius: 10px;
-            padding: 24px 16px; text-align: center; cursor: pointer;
-            transition: all 0.2s; background: #fff;
-        }
-        .upload-area:hover, .upload-area.dragover { border-color: #0078d4; background: #f0f7ff; }
-        .upload-area i { font-size: 24px; color: #ccc; margin-bottom: 6px; display: block; }
-        .upload-area .label { font-size: 13px; color: #999; }
-        .upload-area .filename { font-size: 13px; color: #0078d4; font-weight: 600; margin-top: 4px; }
-        .upload-area input[type="file"] { display: none; }
-
-        /* 模式切换 */
-        .mode-tabs {
-            display: flex; gap: 4px; background: #f0f0f0; border-radius: 8px;
-            padding: 3px; margin-bottom: 12px;
-        }
-        .mode-tab {
-            flex: 1; padding: 7px 0; text-align: center; font-size: 13px; font-weight: 500;
-            border-radius: 6px; cursor: pointer; color: #666; transition: all 0.15s;
-            border: none; background: transparent;
-        }
-        .mode-tab.active { background: #fff; color: #0078d4; box-shadow: 0 1px 3px rgba(0,0,0,0.1); }
-
-        /* 按钮 */
-        .btn {
-            padding: 7px 14px; border-radius: 7px; font-size: 12px; font-weight: 600;
-            cursor: pointer; transition: all 0.15s; border: none;
-            display: inline-flex; align-items: center; justify-content: center; gap: 5px;
-        }
-        .btn-outline { background: #fff; color: #666; border: 1px solid #e0e0e0; }
-        .btn-outline:hover { background: #f5f5f5; }
-
-        /* 主操作按钮 */
-        .action-btn {
-            width: 100%; padding: 10px 18px;
-            background: linear-gradient(135deg, #0078d4, #005fa3);
-            color: #fff; border: none; border-radius: 8px;
-            font-size: 14px; font-weight: 600; cursor: pointer;
-            display: flex; align-items: center; justify-content: center; gap: 8px;
-            transition: all 0.2s; margin-top: 4px;
-            box-shadow: 0 2px 8px rgba(0,120,212,0.2);
-        }
-        .action-btn:hover:not(:disabled) {
-            background: linear-gradient(135deg, #006cbd, #004e8a);
-            box-shadow: 0 4px 12px rgba(0,120,212,0.3); transform: translateY(-1px);
-        }
-        .action-btn:active:not(:disabled) { transform: translateY(0); }
-        .action-btn:disabled { opacity: 0.4; cursor: not-allowed; transform: none; }
-
-        /* ===== 右侧面板 ===== */
-        .right-panel {
-            flex: 1; display: flex; flex-direction: column; height: 100vh; min-width: 0;
-        }
-        .right-header {
-            padding: 14px 20px; border-bottom: 1px solid #e8e8e8; background: #fff;
-            display: flex; align-items: center; gap: 8px; flex-shrink: 0;
-        }
-        .right-header h2 { font-size: 14px; font-weight: 600; color: #333; }
-        .right-header h2 i { color: #0078d4; margin-right: 6px; }
-        .right-body { flex: 1; display: flex; flex-direction: column; overflow: hidden; }
-
-        /* 进度 spinner */
-        .progress-wrap { padding: 16px 20px; flex-shrink: 0; display: none; align-items: center; gap: 12px; }
-        .progress-wrap.show { display: flex; }
-        .spinner {
-            width: 24px; height: 24px; flex-shrink: 0;
-            border: 3px solid #e0e0e0; border-top-color: #0078d4;
-            border-radius: 50%; animation: spin 0.8s linear infinite;
-        }
-        @keyframes spin { to { transform: rotate(360deg); } }
-        .progress-info { font-size: 13px; color: #555; }
-        .progress-info .pct { font-weight: 600; color: #0078d4; margin-left: 4px; }
-
-        /* 结果 */
-        .result-area { flex: 1; overflow-y: auto; padding: 16px 20px; background: #fff; }
-        .result-area::-webkit-scrollbar { width: 6px; }
-        .result-area::-webkit-scrollbar-thumb { background: #ddd; border-radius: 3px; }
-        .result-placeholder { text-align: center; padding: 60px 20px; color: #ccc; }
-        .result-placeholder i { font-size: 48px; margin-bottom: 12px; display: block; }
-        .result-placeholder .text { font-size: 14px; }
-        .result-text { font-size: 14px; line-height: 1.8; color: #333; white-space: pre-wrap; word-break: break-all; }
-
-
-        /* Toast */
-        .toast-container { position: fixed; top: 20px; right: 20px; z-index: 200; display: flex; flex-direction: column; gap: 8px; }
-        .toast {
-            padding: 10px 16px; border-radius: 8px; font-size: 13px; font-weight: 500;
-            box-shadow: 0 4px 12px rgba(0,0,0,0.15); animation: toastIn 0.3s ease;
-            max-width: 360px;
-        }
-        .toast.success { background: #e8f5e9; color: #2e7d32; border: 1px solid #c8e6c9; }
-        .toast.error { background: #fce4ec; color: #c62828; border: 1px solid #f8bbd0; }
-        .toast.info { background: #e3f2fd; color: #1565c0; border: 1px solid #bbdefb; }
-        @keyframes toastIn { from { transform: translateX(100%); opacity: 0; } to { transform: translateX(0); opacity: 1; } }
-
-        /* 全屏加载遮罩 */
-        .loading-overlay {
-            display: none; position: fixed; top: 0; left: 0; width: 100%; height: 100%;
-            background: rgba(0,0,0,0.45); z-index: 3000;
-            justify-content: center; align-items: center; flex-direction: column; gap: 16px;
-        }
-        .loading-overlay.show { display: flex; }
-        .loading-overlay .loading-spinner {
-            width: 40px; height: 40px;
-            border: 4px solid rgba(255,255,255,0.3); border-top-color: #fff;
-            border-radius: 50%; animation: spin 0.8s linear infinite;
-        }
-        .loading-overlay .loading-text { color: #fff; font-size: 15px; font-weight: 500; }
-    </style>
-</head>
-<body>
-    <div class="toast-container" id="toastContainer"></div>
-    <div class="loading-overlay" id="loadingOverlay">
-        <div class="loading-spinner"></div>
-        <div class="loading-text" id="loadingText">正在加载模型，请稍候...</div>
-    </div>
-
-    <!-- ===== 左侧面板 ===== -->
-    <div class="left-panel">
-        <div class="left-body">
-
-            <!-- 标题 -->
-            <div class="page-header">
-                <h1><i class="fas fa-language"></i>AI 翻译</h1>
-                <button class="icon-btn" onclick="openSettings()" title="设置"><i class="fas fa-gear"></i></button>
-            </div>
-            <div class="page-subtitle">NLLB-200 本地翻译 · 点击齿轮配置模型目录</div>
-
-            <!-- 设置弹窗 -->
-            <div class="modal-overlay" id="settingsOverlay" onclick="closeSettings(event)">
-                <div class="modal" onclick="event.stopPropagation()">
-                    <div class="modal-head">
-                        <h3><i class="fas fa-gear"></i>NLLB-200 模型配置</h3>
-                        <button class="modal-close" onclick="closeSettings()"><i class="fas fa-times"></i></button>
-                    </div>
-                    <div class="modal-body">
-                        <div class="field">
-                            <label>模型目录（HF 目录或模型 ID）</label>
-                            <input type="text" id="dir_nllb" value="{{ config.nllb_dir }}" placeholder="E:\AI\ai-translation\nllb">
-                        </div>
-                        <div style="margin-top:10px;padding:8px 10px;background:#f0f7ff;border:1px solid #d0e3f7;border-radius:6px;font-size:12px;display:flex;align-items:center;gap:6px;">
-                            <span style="color:#999;">当前模型：</span>
-                            <span id="currentModelName" style="color:#0078d4;font-weight:600;">未加载</span>
-                        </div>
-                        <div style="margin-top:12px;">
-                            <label style="display:block;font-size:12px;font-weight:500;margin-bottom:6px;color:#555;">选择模型</label>
-                            <div id="modelListContent">
-                                <div style="color:#999;font-size:12px;">加载中...</div>
-                            </div>
-                        </div>
-                    </div>
-                    <div class="modal-foot">
-                        <button class="btn-cancel" onclick="unloadModel()" style="margin-right:auto;border:1px solid #e74c3c;color:#e74c3c;">卸载模型</button>
-                        <button class="btn-cancel" onclick="closeSettings()">取消</button>
-                        <button class="btn-save" onclick="saveSettings()">保存</button>
-                    </div>
-                </div>
-            </div>
-
-            <!-- 模式切换 -->
-            <div class="mode-tabs">
-                <button class="mode-tab active" id="tabText" onclick="switchMode('text')">文本翻译</button>
-                <button class="mode-tab" id="tabFile" onclick="switchMode('file')">字幕翻译</button>
-            </div>
-
-            <!-- 语言设置 -->
-            <div class="card">
-                <div class="card-title" style="justify-content:space-between;">
-                    <span><i class="fas fa-globe"></i> 语言设置</span>
-                    <button onclick="saveLangs()" style="border:none;background:#0078d4;color:#fff;font-size:11px;padding:3px 10px;border-radius:4px;cursor:pointer;text-transform:none;letter-spacing:0;">保存</button>
-                </div>
-                <div class="lang-row">
-                    <div class="lang-col">
-                        <label>源语言</label>
-                        <select id="srcLang">
-                            <option value="auto" {% if config.last_src_lang == 'auto' %}selected{% endif %}>自动检测</option>
-                            {% for code, name in languages.items() %}{% if code != 'auto' %}
-                            <option value="{{ code }}" {% if code == config.last_src_lang %}selected{% endif %}>{{ name }}</option>
-                            {% endif %}{% endfor %}
-                        </select>
-                    </div>
-                    <button class="lang-swap-btn" onclick="swapLangs()" title="交换语言">
-                        <i class="fas fa-exchange-alt"></i>
-                    </button>
-                    <div class="lang-col">
-                        <label>目标语言</label>
-                        <select id="tgtLang">
-                            {% for code, name in languages.items() %}{% if code != 'auto' %}
-                            <option value="{{ code }}" {% if code == config.last_tgt_lang %}selected{% endif %}>{{ name }}</option>
-                            {% endif %}{% endfor %}
-                        </select>
-                    </div>
-                </div>
-            </div>
-
-            <!-- 文本翻译 -->
-            <div id="textSection">
-                <div class="card">
-                    <div class="card-title"><i class="fas fa-pen"></i> 输入文本</div>
-                    <div class="field">
-                        <textarea id="inputText" placeholder="请输入要翻译的文本，每行一句或多段落..."></textarea>
-                    </div>
-                </div>
-                <button class="action-btn" id="btnTranslateText" onclick="translateText()">
-                    <i class="fas fa-language"></i> 开始翻译
-                </button>
-            </div>
-
-            <!-- 字幕翻译 -->
-            <div id="fileSection" style="display:none;">
-                <div class="card">
-                    <div class="card-title"><i class="fas fa-file"></i> 上传字幕</div>
-                    <div class="upload-area" id="uploadArea" onclick="document.getElementById('subtitleFile').click()">
-                        <i class="fas fa-file"></i>
-                        <div class="label" id="uploadLabel">点击或拖拽上传字幕文件（SRT / ASS / VTT）</div>
-                        <div class="filename" id="uploadFilename" style="display:none;"></div>
-                        <input type="file" id="subtitleFile" accept=".srt,.ass,.ssa,.vtt">
-                    </div>
-                </div>
-                <button class="action-btn" id="btnTranslateFile" onclick="translateFile()">
-                    <i class="fas fa-language"></i> 翻译字幕
-                </button>
-            </div>
-
-        </div>
-    </div>
-
-    <!-- ===== 右侧面板 ===== -->
-    <div class="right-panel">
-        <div class="right-header">
-            <h2><i class="fas fa-language"></i>翻译结果</h2>
-            <button class="btn btn-outline" id="btnDownload" style="display:none;margin-left:auto;padding:5px 14px;font-size:12px;" onclick="downloadResult()">
-                <i class="fas fa-download"></i> 下载字幕
-            </button>
-        </div>
-        <div class="right-body">
-            <div class="progress-wrap" id="progressWrap">
-                <div class="spinner"></div>
-                <div class="progress-info">翻译中<span class="pct" id="progressText">0%</span></div>
-            </div>
-            <div class="result-area" id="resultArea">
-                <div class="result-placeholder">
-                    <i class="fas fa-language"></i>
-                    <div class="text">翻译结果将显示在这里</div>
-                </div>
-            </div>
-        </div>
-    </div>
-
-    <script>
-        var currentMode = 'text';
-        var currentTaskId = null;
-
-        // ===== Toast =====
-        function showMessage(text, type, duration) {
-            type = type || 'info'; duration = duration || 3000;
-            var t = document.createElement('div');
-            t.className = 'toast ' + type;
-            t.textContent = text;
-            document.getElementById('toastContainer').appendChild(t);
-            setTimeout(function() { t.style.opacity = '0'; t.style.transition = 'opacity 0.3s'; setTimeout(function() { t.remove(); }, 300); }, duration);
-        }
-
-        // ===== 设置弹窗 =====
-        function openSettings() {
-            document.getElementById('settingsOverlay').classList.add('show');
-            scanModels();
-            refreshModelStatus();
-        }
-        function closeSettings(e) {
-            if (e && e.target !== document.getElementById('settingsOverlay')) return;
-            document.getElementById('settingsOverlay').classList.remove('show');
-        }
-
-        function refreshModelStatus() {
-            fetch('/ai-translate/model-status').then(function(r) { return r.json(); }).then(function(data) {
-                var el = document.getElementById('currentModelName');
-                if (data.loaded && data.model_name) {
-                    el.textContent = data.model_name;
-                    el.style.color = '#27ae60';
-                } else {
-                    el.textContent = '未加载';
-                    el.style.color = '#999';
-                }
-            });
-        }
-
-        function unloadModel() {
-            var overlay = document.getElementById('loadingOverlay');
-            document.getElementById('loadingText').textContent = '正在卸载模型...';
-            overlay.classList.add('show');
-            fetch('/ai-translate/unload-model', {method: 'POST'})
-            .then(function(r) { return r.json(); }).then(function(data) {
-                overlay.classList.remove('show');
-                document.getElementById('loadingText').textContent = '正在加载模型，请稍候...';
-                showMessage('模型已卸载', 'success');
-                refreshModelStatus();
-                scanModels();
-            }).catch(function() {
-                overlay.classList.remove('show');
-                document.getElementById('loadingText').textContent = '正在加载模型，请稍候...';
-                showMessage('卸载失败', 'error');
-            });
-        }
-
-        function saveSettings() {
-            fetch('/ai-translate/config', {
-                method: 'POST', headers: {'Content-Type': 'application/json'},
-                body: JSON.stringify({ nllb_dir: document.getElementById('dir_nllb').value.trim() })
-            }).then(function(r) { return r.json(); }).then(function() {
-                showMessage('目录配置已保存', 'success');
-                scanModels();
-            });
-        }
-
-        // ===== 模式切换 =====
-        function switchMode(mode) {
-            currentMode = mode;
-            document.getElementById('tabText').className = 'mode-tab' + (mode === 'text' ? ' active' : '');
-            document.getElementById('tabFile').className = 'mode-tab' + (mode === 'file' ? ' active' : '');
-            document.getElementById('textSection').style.display = mode === 'text' ? '' : 'none';
-            document.getElementById('fileSection').style.display = mode === 'file' ? '' : 'none';
-            document.getElementById('btnDownload').style.display = 'none';
-        }
-
-        // ===== 语言 =====
-        function swapLangs() {
-            var src = document.getElementById('srcLang'), tgt = document.getElementById('tgtLang');
-            if (src.value === 'auto') { showMessage('源语言为"自动检测"时无法交换', 'error'); return; }
-            var tmp = src.value; src.value = tgt.value; tgt.value = tmp;
-        }
-
-        function saveLangs() {
-            fetch('/ai-translate/config', {
-                method: 'POST', headers: {'Content-Type': 'application/json'},
-                body: JSON.stringify({
-                    last_src_lang: document.getElementById('srcLang').value,
-                    last_tgt_lang: document.getElementById('tgtLang').value
-                })
-            }).then(function(r) { return r.json(); }).then(function() {
-                showMessage('语言设置已保存', 'success');
-            });
-        }
-
-        // ===== 扫描模型 =====
-        function scanModels() {
-            var content = document.getElementById('modelListContent');
-            content.innerHTML = '<div style="color:#999;font-size:12px;">加载中...</div>';
-            fetch('/ai-translate/models')
-            .then(function(r) { return r.json(); })
-            .then(function(data) {
-                var models = data.models || [];
-                if (!models.length) {
-                    content.innerHTML = '<div style="color:#e74c3c;font-size:12px;">未找到模型，请在设置中配置目录</div>';
-                    return;
-                }
-                var lastModel = data.last_model || '';
-                var html = '';
-                models.forEach(function(m) {
-                    var isActive = m.name === lastModel;
-                    html += '<div class="model-item' + (isActive ? ' active' : '') + '" onclick="loadModel(\'' + m.name.replace(/'/g, "\\'") + '\')">';
-                    html += '<span class="model-name">' + m.name + '</span>';
-                    if (isActive) html += '<span class="model-status loaded"></span>';
-                    html += '</div>';
-                });
-                content.innerHTML = html;
-            }).catch(function() {
-                content.innerHTML = '<div style="color:#e74c3c;font-size:12px;">加载失败，请刷新重试</div>';
-            });
-        }
-
-        // ===== 加载模型 =====
-        function loadModel(name) {
-            var overlay = document.getElementById('loadingOverlay');
-            overlay.classList.add('show');
-
-            fetch('/ai-translate/load-model', {
-                method: 'POST', headers: {'Content-Type': 'application/json'},
-                body: JSON.stringify({model_name: name, engine_type: 'nllb'})
-            })
-            .then(function(r) { return r.json(); })
-            .then(function(data) {
-                overlay.classList.remove('show');
-                if (data.success) {
-                    showMessage('模型加载成功: ' + name, 'success');
-                } else {
-                    showMessage(data.error || '加载失败', 'error');
-                }
-                scanModels();
-                refreshModelStatus();
-            }).catch(function() {
-                overlay.classList.remove('show');
-                showMessage('加载失败', 'error');
-            });
-        }
-
-        // ===== 翻译 =====
-        function translateText() {
-            var text = document.getElementById('inputText').value.trim();
-            if (!text) { showMessage('请输入要翻译的文本', 'error'); return; }
-            document.getElementById('btnTranslateText').disabled = true;
-            showProgress(0);
-
-            fetch('/ai-translate/translate-text', {
-                method: 'POST', headers: {'Content-Type': 'application/json'},
-                body: JSON.stringify({
-                    text: text,
-                    src_lang: document.getElementById('srcLang').value,
-                    tgt_lang: document.getElementById('tgtLang').value
-                })
-            }).then(function(r) { return r.json(); }).then(function(data) {
-                if (data.success) { currentTaskId = data.task_id; pollTask(); }
-                else { showMessage(data.error || '翻译失败', 'error'); resetBtns(); hideProgress(); }
-            }).catch(function() { resetBtns(); hideProgress(); });
-        }
-
-        function translateFile() {
-            var fi = document.getElementById('subtitleFile');
-            if (!fi.files.length) { showMessage('请上传字幕文件', 'error'); return; }
-
-            document.getElementById('btnTranslateFile').disabled = true;
-            showProgress(0);
-
-            var fd = new FormData();
-            fd.append('subtitle', fi.files[0]);
-            fd.append('src_lang', document.getElementById('srcLang').value);
-            fd.append('tgt_lang', document.getElementById('tgtLang').value);
-
-            fetch('/ai-translate/translate-file', {method: 'POST', body: fd})
-            .then(function(r) { return r.json(); }).then(function(data) {
-                if (data.success) { currentTaskId = data.task_id; pollTask(); }
-                else { showMessage(data.error || '翻译失败', 'error'); resetBtns(); hideProgress(); }
-            }).catch(function() { resetBtns(); hideProgress(); });
-        }
-
-        function pollTask() {
-            if (!currentTaskId) return;
-            fetch('/ai-translate/task-status/' + currentTaskId)
-            .then(function(r) { return r.json(); }).then(function(data) {
-                if (!data.success) return;
-                if (data.progress !== undefined) showProgress(data.progress);
-                if (data.status === 'done') {
-                    showResult(data.result || '');
-                    if (data.file_path) document.getElementById('btnDownload').style.display = '';
-                    showMessage('翻译完成', 'success');
-                    resetBtns(); hideProgress(); currentTaskId = null;
-                } else if (data.status === 'error') {
-                    showMessage('翻译失败: ' + (data.error || '未知错误'), 'error');
-                    resetBtns(); hideProgress(); currentTaskId = null;
-                } else { setTimeout(pollTask, 500); }
-            });
-        }
-
-        function showResult(text) {
-            var el = document.getElementById('resultArea');
-            el.innerHTML = '<div class="result-text"></div>';
-            el.querySelector('.result-text').textContent = text;
-        }
-        function resetBtns() {
-            document.getElementById('btnTranslateText').disabled = false;
-            document.getElementById('btnTranslateFile').disabled = false;
-        }
-        function showProgress(p) {
-            document.getElementById('progressWrap').classList.add('show');
-            document.getElementById('progressText').textContent = p + '%';
-        }
-        function hideProgress() { document.getElementById('progressWrap').classList.remove('show'); }
-
-        // ===== 下载 =====
-        function downloadResult() {
-            if (currentTaskId) window.open('/ai-translate/download/' + currentTaskId, '_blank');
-        }
-
-        // ===== 文件上传 =====
-        var ua = document.getElementById('uploadArea');
-        var sf = document.getElementById('subtitleFile');
-        ua.addEventListener('dragover', function(e) { e.preventDefault(); ua.classList.add('dragover'); });
-        ua.addEventListener('dragleave', function() { ua.classList.remove('dragover'); });
-        ua.addEventListener('drop', function(e) {
-            e.preventDefault(); ua.classList.remove('dragover');
-            if (e.dataTransfer.files.length) { sf.files = e.dataTransfer.files; onFileSel(); }
-        });
-        sf.addEventListener('change', onFileSel);
-        function onFileSel() {
-            var f = sf.files[0];
-            if (f) {
-                document.getElementById('uploadLabel').style.display = 'none';
-                var fn = document.getElementById('uploadFilename');
-                fn.style.display = ''; fn.textContent = f.name;
-            }
-        }
-
-        // ===== 初始化 =====
-        (function() {
-            // 页面加载时检查模型是否正在加载中
-            fetch('/ai-translate/model-status').then(function(r) { return r.json(); }).then(function(data) {
-                if (data.loading) {
-                    var overlay = document.getElementById('loadingOverlay');
-                    overlay.classList.add('show');
-                    // 轮询直到加载完成
-                    var timer = setInterval(function() {
-                        fetch('/ai-translate/model-status').then(function(r) { return r.json(); }).then(function(d) {
-                            if (!d.loading) {
-                                clearInterval(timer);
-                                overlay.classList.remove('show');
-                                if (d.loaded) {
-                                    showMessage('模型加载成功: ' + (d.model_name || ''), 'success');
-                                }
-                            }
-                        });
-                    }, 1000);
-                }
-            });
-        })();
-    </script>
-</body>
-</html>

flask-dev-api/templates/index.html

@@ -1262,7 +1262,6 @@
             { id: 'data-manage',  name: '数据管理',            icon: 'fa-database',     url: '/data-manage', section: '概览' },
             { id: 'pin-tu',       name: '路径文件查阅器',      icon: 'fa-images',       url: '/pin-tu',      section: '工具' },
             { id: 'down-video',   name: 'XBIY视频下载器',     icon: 'fa-video',        url: '/down-video',  section: '工具' },
-            { id: 'ai-translate', name: 'NLLB 翻译与字幕',              icon: 'fa-language',     url: '/ai-translate',section: '工具' },
             { id: 'content-tag',  name: 'AI生成文章标签',      icon: 'fa-tags',         url: '/content-tag', section: '工具' },
             { id: 'mp4-to-audio', name: 'VTA 视频转音频', icon: 'fa-video',    url: '/mp4-to-audio',section: '工具' },
             { id: 'audio-slicer', name: 'AS 智能音频分割', icon: 'fa-scissors',    url: '/audio-slicer',section: '工具' },