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Avatar Chatbot - HuggingFace Spaces Edition
Avatar profile system: each avatar has ref.png, persona.txt, idlevideos/
Chunked pipeline: LLM (once) → split sentences → TTS+FLOAT per chunk → stream to frontend
"""
from fastapi import FastAPI, HTTPException, Request
from fastapi.responses import HTMLResponse, StreamingResponse, JSONResponse
from pathlib import Path
import mimetypes
import os
import re
import logging
import subprocess
import time as _time
import uuid
import cv2
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
app = FastAPI()
# ---- Avatar system ----
AVATARS_DIR = Path("/app/avatars")
_current_avatar = None # name of active avatar folder
TTS_DIR = Path("/tmp/tts_output")
LIPSYNC_DIR = Path("/tmp/lipsync_output")
REPO_ID = os.environ.get("SPACE_ID", "ffbeqwbe/AvatarChatbot")
FLOAT_ENABLED = os.environ.get("FLOAT_ENABLED", "true").lower() == "true"
for d in [TTS_DIR, LIPSYNC_DIR]:
d.mkdir(parents=True, exist_ok=True)
def _ts():
return _time.strftime("%H:%M:%S", _time.gmtime()) + f".{int(_time.time()*1000)%1000:03d}"
def _get_avatar_dir(name=None):
"""Get path to an avatar's directory."""
if name is None:
name = _current_avatar
if name:
return AVATARS_DIR / name
return None
def _get_idle_videos_dir():
"""Get the current avatar's idle videos directory."""
d = _get_avatar_dir()
if d:
return d / "idlevideos"
return Path("/tmp/videos")
def _list_idle_videos():
"""List idle video files for the current avatar."""
d = _get_idle_videos_dir()
if not d.exists():
return []
return [
{"name": f.stem, "filename": f.name}
for f in sorted(d.iterdir())
if f.suffix.lower() in (".mp4", ".webm", ".mkv", ".mov") and f.stat().st_size > 1024
]
import threading
_gpu_lock = threading.Lock()
_sessions = {}
GREETING_DATA = None
def _discover_avatars():
"""Find all avatar profiles in the avatars directory."""
if not AVATARS_DIR.exists():
logger.warning(f"[AVATARS] Directory not found: {AVATARS_DIR}")
return []
avatars = []
for d in sorted(AVATARS_DIR.iterdir()):
if d.is_dir():
has_ref = (d / "ref.png").exists() or (d / "ref.jpg").exists()
has_persona = (d / "persona.txt").exists()
has_videos = (d / "idlevideos").exists()
avatars.append({
"name": d.name,
"has_ref": has_ref,
"has_persona": has_persona,
"has_videos": has_videos,
})
return avatars
def _parse_avatar_config(avatar_dir):
"""Parse config.txt from avatar folder. Returns dict of key=value pairs."""
config = {}
config_path = avatar_dir / "config.txt"
if config_path.exists():
for line in open(config_path).readlines():
line = line.strip()
if '=' in line and not line.startswith('#'):
key, val = line.split('=', 1)
config[key.strip().lower()] = val.strip()
return config
def _switch_avatar(avatar_name: str):
"""Switch to a different avatar profile."""
global _current_avatar
avatar_dir = AVATARS_DIR / avatar_name
if not avatar_dir.exists():
logger.error(f"[AVATARS] Avatar not found: {avatar_name}")
return False
_current_avatar = avatar_name
logger.info(f"[AVATARS] Switching to avatar: {avatar_name}")
# 0. Parse config.txt
config = _parse_avatar_config(avatar_dir)
# 1. Load persona into LLM
persona_path = avatar_dir / "persona.txt"
from llm import load_persona_from_file
persona_text = load_persona_from_file(str(persona_path))
logger.info(f"[AVATARS] Persona loaded: {persona_text[:80]}..." if persona_text else "[AVATARS] No persona.txt found")
# 2. Set TTS voice from config (default: diana)
tts_voice = config.get("groqttsname", "diana")
from groq_tts import set_voice
set_voice(tts_voice)
# 3. Update FLOAT reference image
if FLOAT_ENABLED:
try:
from float_lipsync import get_lipsync
lipsync = get_lipsync()
if lipsync.ready:
ref_path = avatar_dir / "ref.png"
if not ref_path.exists():
ref_path = avatar_dir / "ref.jpg"
if ref_path.exists():
lipsync.update_reference_image(str(ref_path))
logger.info(f"[AVATARS] Reference image updated: {ref_path}")
else:
logger.warning(f"[AVATARS] No ref image in {avatar_dir}")
except Exception as e:
logger.error(f"[AVATARS] Failed to update ref image: {e}")
# 3. Idle videos — no action needed, _get_idle_videos_dir() uses _current_avatar dynamically
logger.info(f"[AVATARS] ✓ Switched to {avatar_name}")
return True
@app.on_event("startup")
async def startup():
# Discover avatars and set default
avatars = _discover_avatars()
logger.info(f"[STARTUP] Found {len(avatars)} avatars: {[a['name'] for a in avatars]}")
if avatars:
# Use first avatar as default
default = avatars[0]["name"]
# Load persona for default avatar (before FLOAT init so ref image is set)
global _current_avatar
_current_avatar = default
persona_path = AVATARS_DIR / default / "persona.txt"
from llm import load_persona_from_file
load_persona_from_file(str(persona_path))
# Load config (TTS voice etc.)
config = _parse_avatar_config(AVATARS_DIR / default)
tts_voice = config.get("groqttsname", "diana")
logger.info(f"[STARTUP] Default avatar: {default} | voice: {tts_voice}")
await init_tts()
# Apply default avatar's TTS voice (after TTS init)
if avatars:
config = _parse_avatar_config(AVATARS_DIR / _current_avatar)
tts_voice = config.get("groqttsname", "diana")
from groq_tts import set_voice
set_voice(tts_voice)
await init_stt()
if FLOAT_ENABLED:
await init_float()
await generate_greeting()
async def init_tts():
logger.info(f"[{_ts()}] [STARTUP] Initializing TTS...")
t0 = _time.time()
try:
import groq_tts as tts_module
tts_module.initialize()
logger.info(f"[{_ts()}] [STARTUP] ✓ TTS ready in {_time.time()-t0:.2f}s")
except Exception as e:
logger.error(f"[{_ts()}] [STARTUP] TTS init failed: {type(e).__name__}: {e}", exc_info=True)
async def generate_greeting():
global GREETING_DATA
greeting_text = "Hello! Feel free to ask me anything."
logger.info(f"[{_ts()}] [GREETING] Generating warmup greeting...")
t0 = _time.time()
try:
from groq_tts import generate_audio
audio_path = generate_audio(greeting_text)
audio_url = None
audio_duration = 0
if audio_path and os.path.exists(audio_path):
audio_url = f"/api/audio/{os.path.basename(audio_path)}"
try:
r = subprocess.run(["ffprobe", "-v", "quiet", "-show_entries", "format=duration",
"-of", "csv=p=0", audio_path], capture_output=True, text=True, check=True)
audio_duration = float(r.stdout.strip())
except Exception:
audio_duration = 5.0
lipsync_video_url = None
if FLOAT_ENABLED:
try:
from float_lipsync import get_lipsync
lipsync = get_lipsync()
if lipsync.ready and audio_path:
lp = lipsync.generate(audio_path)
if lp and os.path.exists(lp):
lipsync_video_url = f"/api/stream/{os.path.basename(lp)}"
except Exception as e:
logger.warning(f"[GREETING] FLOAT failed: {e}")
GREETING_DATA = {
"text": greeting_text,
"audio_url": audio_url,
"audio_duration": audio_duration,
"lipsync_video_url": lipsync_video_url,
}
logger.info(f"[{_ts()}] [GREETING] Ready in {_time.time()-t0:.2f}s (lipsync: {lipsync_video_url is not None})")
except Exception as e:
logger.error(f"[{_ts()}] [GREETING] Failed: {e}", exc_info=True)
GREETING_DATA = {"text": greeting_text, "audio_url": None, "audio_duration": 0, "lipsync_video_url": None}
async def init_stt():
"""Initialize Vosk speech-to-text."""
logger.info(f"[{_ts()}] [STARTUP] Initializing STT...")
try:
import vosk_stt
if vosk_stt.initialize():
logger.info(f"[{_ts()}] [STARTUP] ✓ STT ready")
else:
logger.warning(f"[{_ts()}] [STARTUP] STT init failed (voice input disabled)")
except Exception as e:
logger.warning(f"[{_ts()}] [STARTUP] STT not available: {e}")
async def init_float():
import torch
logger.info(f"[STARTUP] CUDA available: {torch.cuda.is_available()}")
if not torch.cuda.is_available():
logger.warning("[STARTUP] No GPU - FLOAT disabled"); return
try:
from float_lipsync import get_lipsync
from huggingface_hub import hf_hub_download, snapshot_download
import shutil
ckpt = Path("/app/checkpoints")
ckpt.mkdir(parents=True, exist_ok=True)
w2v = ckpt / "wav2vec2-base-960h"
if not w2v.exists():
logger.info("[STARTUP] Downloading wav2vec2-base-960h...")
snapshot_download(repo_id="facebook/wav2vec2-base-960h", local_dir=str(w2v))
emo = ckpt / "wav2vec-english-speech-emotion-recognition"
if not emo.exists():
logger.info("[STARTUP] Downloading emotion model...")
snapshot_download(repo_id="r-f/wav2vec-english-speech-emotion-recognition", local_dir=str(emo))
fp = ckpt / "float.pth"
if not fp.exists() or fp.stat().st_size < 1024:
logger.info("[STARTUP] Downloading float.pth...")
dl = hf_hub_download(repo_id=REPO_ID, repo_type="space",
filename="app/checkpoints/float.pth", local_dir="/tmp/hf_download")
shutil.copy2(dl, fp)
logger.info(f"[STARTUP] float.pth: {fp.stat().st_size/1e6:.1f} MB")
# Use current avatar's ref.png for initial FLOAT setup
ref_path = None
avatar_dir = _get_avatar_dir()
if avatar_dir:
for name in ["ref.png", "ref.jpg"]:
p = avatar_dir / name
if p.exists():
ref_path = str(p)
break
# Fallback to legacy location
if not ref_path:
assets = Path("/app/assets")
assets.mkdir(parents=True, exist_ok=True)
ref = assets / "ref.png"
if not ref.exists() or ref.stat().st_size < 1024:
for name in ["ref.png", "ref.jpg", "main2.png"]:
try:
dl = hf_hub_download(repo_id=REPO_ID, repo_type="space",
filename=f"app/assets/{name}", local_dir="/tmp/hf_download")
shutil.copy2(dl, assets / name)
ref = assets / name
break
except Exception:
continue
else:
logger.warning("[STARTUP] No ref image found"); return
ref_path = str(ref)
lipsync = get_lipsync()
lipsync.initialize({
"ref_path": ref_path, "ckpt_path": str(fp),
"wav2vec_model_path": str(w2v), "audio2emotion_path": str(emo),
})
logger.info("[STARTUP] ✓ FLOAT ready!")
except Exception as e:
logger.error(f"[STARTUP] FLOAT init failed: {e}", exc_info=True)
# ---- Avatar API endpoints ----
@app.get("/api/avatars")
async def list_avatars():
"""List all available avatar profiles."""
avatars = _discover_avatars()
return JSONResponse({
"avatars": avatars,
"current": _current_avatar,
})
@app.post("/api/switch-avatar")
async def switch_avatar(request: Request):
"""Switch to a different avatar. Resets chat history."""
body = await request.json()
avatar_name = body.get("avatar", "").strip()
if not avatar_name:
raise HTTPException(400, "No avatar specified")
success = _switch_avatar(avatar_name)
if not success:
raise HTTPException(404, f"Avatar not found: {avatar_name}")
return JSONResponse({
"status": "ok",
"avatar": avatar_name,
"videos": _list_idle_videos(),
})
@app.get("/api/videos")
async def list_videos():
vids = _list_idle_videos()
return JSONResponse({"videos": vids})
# ---- Avatar creation ----
_creation_status = {"active": False, "progress": 0, "total": 0, "message": "", "avatar_name": "", "done": False, "error": None}
@app.post("/api/create-avatar")
async def create_avatar(request: Request):
"""Create a new avatar from uploaded image + settings. Kicks off idle video generation."""
global _creation_status
if _creation_status["active"]:
raise HTTPException(409, "Avatar creation already in progress")
import base64
body = await request.json()
name = body.get("name", "").strip()
voice = body.get("voice", "diana").strip()
persona = body.get("persona", "").strip()
image_b64 = body.get("image", "")
if not name:
raise HTTPException(400, "Name is required")
if not image_b64:
raise HTTPException(400, "Image is required")
safe_name = re.sub(r'[^\w\-]', '', name)
if not safe_name:
raise HTTPException(400, "Invalid name")
avatar_dir = AVATARS_DIR / safe_name
if avatar_dir.exists():
raise HTTPException(409, f"Avatar '{safe_name}' already exists")
avatar_dir.mkdir(parents=True, exist_ok=True)
idle_dir = avatar_dir / "idlevideos"
idle_dir.mkdir(exist_ok=True)
try:
if ',' in image_b64:
image_b64 = image_b64.split(',', 1)[1]
image_bytes = base64.b64decode(image_b64)
ref_path = avatar_dir / "ref.png"
import numpy as np
nparr = np.frombuffer(image_bytes, np.uint8)
img = cv2.imdecode(nparr, cv2.IMREAD_COLOR)
if img is None:
raise ValueError("Could not decode image")
cv2.imwrite(str(ref_path), img)
logger.info(f"[CREATE] Saved ref image: {ref_path} ({img.shape})")
except Exception as e:
import shutil
shutil.rmtree(str(avatar_dir), ignore_errors=True)
raise HTTPException(400, f"Invalid image: {e}")
with open(avatar_dir / "config.txt", "w") as f:
f.write(f"groqttsname={voice}\n")
with open(avatar_dir / "persona.txt", "w") as f:
f.write(persona if persona else f"You are {name}.")
logger.info(f"[CREATE] Avatar profile created: {safe_name} | voice: {voice}")
_creation_status = {
"active": True, "progress": 0, "total": 6,
"message": "Starting idle video generation...",
"avatar_name": safe_name, "done": False, "error": None
}
import asyncio
asyncio.get_event_loop().run_in_executor(None, _run_idle_generation, safe_name, str(ref_path), str(idle_dir))
return JSONResponse({
"status": "started",
"avatar": safe_name,
"message": "Avatar created. Generating idle videos (this takes a few minutes)..."
})
def _run_idle_generation(avatar_name, ref_path, idle_dir):
"""Background task: generate idle clips and switch to new avatar when done."""
global _creation_status
try:
from idle_generator import get_idle_generator
generator = get_idle_generator()
def on_progress(clip_idx, total, message):
_creation_status["progress"] = clip_idx
_creation_status["total"] = total
_creation_status["message"] = message
with _gpu_lock:
generator.generate(
ref_image_path=ref_path,
output_dir=idle_dir,
avatar_name=avatar_name,
num_clips=6,
progress_callback=on_progress,
)
_switch_avatar(avatar_name)
_creation_status["done"] = True
_creation_status["message"] = f"Avatar '{avatar_name}' ready!"
logger.info(f"[CREATE] ✓ Avatar '{avatar_name}' fully created and activated")
except Exception as e:
_creation_status["error"] = str(e)
_creation_status["message"] = f"Error: {e}"
logger.error(f"[CREATE] Failed: {e}", exc_info=True)
finally:
_creation_status["active"] = False
@app.get("/api/create-avatar/status")
async def create_avatar_status():
"""Poll creation progress."""
return JSONResponse(_creation_status)
@app.get("/api/stream/{filename}")
async def stream_video(filename: str):
path = None
# Search in current avatar's idle videos, lipsync output, and TTS output
search_dirs = [_get_idle_videos_dir(), LIPSYNC_DIR, TTS_DIR]
for d in search_dirs:
if d is None:
continue
c = d / filename
if c.exists() and c.is_file():
path = c
break
if not path:
raise HTTPException(404, "Not found")
mime = mimetypes.guess_type(filename)[0] or "video/mp4"
def gen():
with open(path, "rb") as f:
while chunk := f.read(1024*1024): yield chunk
return StreamingResponse(gen(), media_type=mime,
headers={"Content-Length": str(path.stat().st_size), "Accept-Ranges": "bytes"})
@app.get("/api/audio/{filename}")
async def stream_audio(filename: str):
path = TTS_DIR / filename
if not path.exists(): raise HTTPException(404, "Not found")
mime = mimetypes.guess_type(filename)[0] or "audio/wav"
def gen():
with open(path, "rb") as f:
while chunk := f.read(1024*1024): yield chunk
return StreamingResponse(gen(), media_type=mime,
headers={"Content-Length": str(path.stat().st_size)})
def split_sentences(text):
parts = re.split(r'(?<=[.!?])\s+', text)
parts = [s.strip() for s in parts if s.strip()]
MIN_WORDS = 25
merged = []
buffer = ""
for p in parts:
if buffer:
buffer += " " + p
else:
buffer = p
if len(buffer.split()) >= MIN_WORDS:
merged.append(buffer)
buffer = ""
if buffer:
if merged:
merged[-1] += " " + buffer
else:
merged.append(buffer)
return merged if merged else [text]
@app.post("/api/chat")
async def chat(request: Request):
t0 = _time.time()
body = await request.json()
user_text = body.get("text", "").strip()
if not user_text: raise HTTPException(400, "No text")
logger.info(f"[{_ts()}] [CHAT] User: {user_text}")
t1 = _time.time()
from llm import generate_response
llm_result = generate_response(user_text)
reply_text = llm_result['text'] # With voice direction tags — sent to TTS
clean_text = llm_result.get('clean_text', reply_text) # Without tags — shown in UI
t2 = _time.time()
logger.info(f"[{_ts()}] [CHAT] Reply: {reply_text}")
logger.info(f"[{_ts()}] [TIMING] LLM: {t2-t1:.2f}s")
sentences = split_sentences(reply_text)
if not sentences:
sentences = [reply_text]
logger.info(f"[{_ts()}] [CHAT] Split into {len(sentences)} chunks")
session_id = str(uuid.uuid4())[:8]
_sessions[session_id] = {
"sentences": sentences,
"next_index": 0,
"total": len(sentences),
"done": False,
"created": _time.time(),
}
return JSONResponse({
"text": clean_text,
"tts_text": reply_text,
"emotion": llm_result.get('emotion', 'neutral'),
"session_id": session_id,
"total_chunks": len(sentences),
})
@app.post("/api/chat/next")
async def chat_next(request: Request):
t_req = _time.time()
body = await request.json()
session_id = body.get("session_id", "")
session = _sessions.get(session_id)
if not session: raise HTTPException(404, "Session not found")
idx = session["next_index"]
if idx >= session["total"]:
session["done"] = True
return JSONResponse({"done": True})
sentence = session["sentences"][idx]
session["next_index"] = idx + 1
is_last = (idx + 1 >= session["total"])
total = session["total"]
logger.info(f"[{_ts()}] [REQ] /api/chat/next chunk {idx+1}/{total} received")
import asyncio
result = await asyncio.to_thread(_generate_chunk, sentence, idx, total)
t_resp = _time.time()
logger.info(f"[{_ts()}] [REQ] /api/chat/next chunk {idx+1}/{total} responding | request-to-response: {t_resp-t_req:.2f}s")
if is_last:
session["done"] = True
if len(_sessions) > 10:
oldest = sorted(_sessions.keys(), key=lambda k: _sessions[k]["created"])
for k in oldest[:-10]:
del _sessions[k]
# Strip voice direction tags for UI display
import re as _re
clean_sentence = _re.sub(r'\[[^\]]*\]\s*', '', sentence).strip()
return JSONResponse({
"done": False,
"chunk_index": idx,
"total_chunks": total,
"is_last": is_last,
"sentence": clean_sentence,
"audio_url": result["audio_url"],
"audio_duration": result["audio_duration"],
"lipsync_video_url": result["lipsync_video_url"],
})
def _generate_chunk(sentence, idx, total):
logger.info(f"[{_ts()}] [CHUNK {idx+1}/{total}] START | \"{sentence[:80]}\"")
t0 = _time.time()
import torch
with _gpu_lock:
from groq_tts import generate_audio
t_tts_start = _time.time()
audio_path = generate_audio(sentence)
t_tts_end = _time.time()
if torch.cuda.is_available():
torch.cuda.empty_cache()
audio_url = None
audio_duration = 0
audio_size = 0
if audio_path and os.path.exists(audio_path):
audio_size = os.path.getsize(audio_path)
audio_url = f"/api/audio/{os.path.basename(audio_path)}"
try:
r = subprocess.run(["ffprobe","-v","quiet","-show_entries","format=duration",
"-of","csv=p=0", audio_path], capture_output=True, text=True, check=True)
audio_duration = float(r.stdout.strip())
except Exception:
audio_duration = 3.0
t_probe_end = _time.time()
else:
t_probe_end = _time.time()
logger.info(f"[{_ts()}] [CHUNK {idx+1}/{total}] TTS: {t_tts_end-t_tts_start:.2f}s | audio: {audio_duration:.1f}s, {audio_size/1024:.0f}KB")
lipsync_video_url = None
if FLOAT_ENABLED and audio_path and os.path.exists(audio_path):
try:
from float_lipsync import get_lipsync
lipsync = get_lipsync()
if lipsync.ready:
t_float_start = _time.time()
lp = lipsync.generate(audio_path)
t_float_done = _time.time()
logger.info(f"[{_ts()}] [CHUNK {idx+1}/{total}] FLOAT: {t_float_done-t_float_start:.2f}s")
if lp and os.path.exists(lp):
lipsync_video_url = f"/api/stream/{os.path.basename(lp)}"
logger.info(f"[{_ts()}] [CHUNK {idx+1}/{total}] VIDEO: {os.path.getsize(lp)/1024:.0f}KB")
except Exception as e:
logger.error(f"[{_ts()}] [CHUNK {idx+1}/{total}] LIPSYNC FAILED: {e}", exc_info=True)
if torch.cuda.is_available():
torch.cuda.empty_cache()
total_time = _time.time() - t0
logger.info(f"[{_ts()}] [CHUNK {idx+1}/{total}] DONE | total: {total_time:.2f}s")
return {
"audio_url": audio_url,
"audio_duration": audio_duration,
"lipsync_video_url": lipsync_video_url,
}
@app.post("/api/reset")
async def reset_chat():
from llm import reset_conversation
reset_conversation()
return JSONResponse({"status": "ok"})
@app.post("/api/transcribe")
async def transcribe(request: Request):
"""Transcribe audio blob with Vosk. Accepts base64 JSON or raw body."""
try:
content_type = request.headers.get("content-type", "")
if "json" in content_type:
body = await request.json()
import base64
audio_bytes = base64.b64decode(body.get("audio", ""))
audio_ct = body.get("content_type", "audio/webm")
else:
audio_bytes = await request.body()
audio_ct = content_type or "audio/webm"
if not audio_bytes or len(audio_bytes) < 500:
return JSONResponse({"text": ""})
import asyncio
import vosk_stt
text = await asyncio.to_thread(vosk_stt.transcribe_audio, audio_bytes, audio_ct)
return JSONResponse({"text": text})
except Exception as e:
logger.error(f"[{_ts()}] [STT] Transcribe error: {e}", exc_info=True)
return JSONResponse({"text": "", "error": str(e)})
@app.get("/api/greeting")
async def get_greeting():
if GREETING_DATA:
return JSONResponse(GREETING_DATA)
return JSONResponse({"text": None})
@app.get("/", response_class=HTMLResponse)
async def index():
return HTML_PAGE
HTML_PAGE = """\
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8"/>
<meta name="viewport" content="width=device-width, initial-scale=1.0"/>
<title>Avatar Chatbot</title>
<style>
*{margin:0;padding:0;box-sizing:border-box}
body{font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',sans-serif;background:#0a0f1c;color:#e2e8f0;height:100vh;display:flex;flex-direction:column;overflow:hidden}
.app-container{display:flex;flex-direction:column;height:100vh;max-width:900px;margin:0 auto;width:100%;padding:1rem;gap:.75rem}
.top-bar{display:flex;align-items:center;gap:.75rem;flex-shrink:0}
.top-bar label{font-size:.85rem;color:#94a3b8}
.top-bar select{background:#1e293b;color:#e2e8f0;border:1px solid rgba(59,130,246,.3);border-radius:6px;padding:6px 10px;font-size:.85rem;outline:none;cursor:pointer}
.top-bar select:focus{border-color:#3b82f6}
.video-section{position:relative;width:100%;min-height:300px;max-height:45vh;background:#000;border-radius:12px;overflow:hidden;flex-shrink:0;display:flex;align-items:center;justify-content:center}
.video-container{position:relative;width:100%;height:100%}
.video-container video{width:100%;height:100%;object-fit:contain;display:block}
#videoA,#videoB{position:absolute;top:0;left:0;width:100%;height:100%;object-fit:contain;transition:opacity 150ms ease}
#videoA{z-index:1;opacity:1}#videoB{z-index:0;opacity:1}
.video-status{position:absolute;bottom:8px;right:12px;font-size:.7rem;color:rgba(255,255,255,.4);background:rgba(0,0,0,.5);padding:2px 8px;border-radius:4px;z-index:10}
.chat-section{flex:1;display:flex;flex-direction:column;min-height:0;background:rgba(15,23,42,.6);border:1px solid rgba(59,130,246,.15);border-radius:12px;overflow:hidden}
.chat-log{flex:1;overflow-y:auto;padding:1rem;display:flex;flex-direction:column;gap:.5rem}
.chat-log::-webkit-scrollbar{width:6px}.chat-log::-webkit-scrollbar-track{background:transparent}.chat-log::-webkit-scrollbar-thumb{background:#334155;border-radius:3px}
.msg{display:flex;width:100%}.msg.user{justify-content:flex-end}.msg.bot{justify-content:flex-start}
.bubble{max-width:85%;padding:10px 14px;border-radius:12px;word-wrap:break-word;font-size:.9rem;line-height:1.4}
.bubble.user{background:linear-gradient(135deg,#1e40af,#3b82f6);color:#fff;border-bottom-right-radius:4px}
.bubble.bot{background:rgba(30,41,59,.8);border:1px solid rgba(59,130,246,.2);color:#e2e8f0;border-bottom-left-radius:4px}
.bubble.bot .label{color:#60a5fa;font-weight:600;font-size:.8rem;margin-bottom:2px}
.bubble.user .label{color:rgba(255,255,255,.7);font-weight:600;font-size:.8rem;margin-bottom:2px}
.bubble.typing{color:#64748b;font-style:italic}
.bubble.error{background:rgba(127,29,29,.5);border-color:rgba(239,68,68,.3);color:#fca5a5}
@keyframes dots{0%,20%{content:''}40%{content:'.'}60%{content:'..'}80%,100%{content:'...'}}
.typing-dots::after{content:'';animation:dots 1.5s infinite}
.streaming-cursor::after{content:'\\25CA';animation:blink .7s infinite;color:#60a5fa}
@keyframes blink{0%,100%{opacity:1}50%{opacity:0}}
.input-bar{display:flex;gap:.5rem;padding:.75rem 1rem;background:rgba(15,23,42,.8);border-top:1px solid rgba(59,130,246,.1)}
.input-bar input{flex:1;background:rgba(30,41,59,.8);border:1px solid rgba(59,130,246,.25);border-radius:8px;padding:10px 14px;color:#e2e8f0;font-size:.9rem;outline:none;transition:border-color .2s}
.input-bar input:focus{border-color:#3b82f6}.input-bar input::placeholder{color:#64748b}
.input-bar button{padding:10px 20px;border:none;border-radius:8px;font-size:.9rem;cursor:pointer;transition:all .15s;font-weight:500}
.btn-send{background:#3b82f6;color:#fff}.btn-send:hover{background:#2563eb}.btn-send:disabled{background:#334155;color:#64748b;cursor:not-allowed}
.btn-reset{background:rgba(100,116,139,.3);color:#94a3b8;border:1px solid rgba(100,116,139,.3)}.btn-reset:hover{background:rgba(100,116,139,.5)}
.btn-mic{background:rgba(100,116,139,.3);color:#94a3b8;border:1px solid rgba(100,116,139,.3);font-size:1.1rem;padding:10px 14px}.btn-mic:hover{background:rgba(100,116,139,.5)}
.btn-mic.recording{background:rgba(239,68,68,.3);color:#fca5a5;border-color:rgba(239,68,68,.5);animation:pulse-rec 1.5s infinite}
@keyframes pulse-rec{0%,100%{box-shadow:0 0 0 0 rgba(239,68,68,.3)}50%{box-shadow:0 0 0 8px rgba(239,68,68,0)}}
.btn-clear{background:rgba(100,116,139,.2);color:#64748b;border:1px solid rgba(100,116,139,.2);padding:10px 12px;font-size:.85rem;display:none}.btn-clear:hover{background:rgba(100,116,139,.4);color:#94a3b8}
.create-section{background:rgba(15,23,42,.6);border:1px solid rgba(59,130,246,.15);border-radius:12px;overflow:hidden;flex-shrink:0}
.create-toggle{width:100%;padding:10px 14px;background:none;border:none;color:#94a3b8;font-size:.85rem;cursor:pointer;text-align:left;display:flex;justify-content:space-between;align-items:center}
.create-toggle:hover{color:#e2e8f0}
.create-body{padding:0 14px 14px;display:none;gap:.5rem;flex-direction:column}
.create-body.open{display:flex}
.create-body label{font-size:.8rem;color:#94a3b8;margin-top:.25rem}
.create-body input,.create-body select,.create-body textarea{background:rgba(30,41,59,.8);border:1px solid rgba(59,130,246,.25);border-radius:6px;padding:8px 10px;color:#e2e8f0;font-size:.85rem;outline:none;font-family:inherit}
.create-body textarea{resize:vertical;min-height:60px}
.create-body input:focus,.create-body select:focus,.create-body textarea:focus{border-color:#3b82f6}
.create-img-preview{max-width:120px;max-height:120px;border-radius:8px;margin-top:4px;display:none}
.btn-create{padding:10px 20px;background:#059669;color:#fff;border:none;border-radius:8px;font-size:.85rem;cursor:pointer;font-weight:500;margin-top:.5rem}.btn-create:hover{background:#047857}.btn-create:disabled{background:#334155;color:#64748b;cursor:not-allowed}
.create-progress{font-size:.8rem;color:#60a5fa;margin-top:.25rem;display:none}
.create-progress .bar{height:4px;background:#1e293b;border-radius:2px;margin-top:4px;overflow:hidden}
.create-progress .bar-fill{height:100%;background:#3b82f6;transition:width .3s;width:0%}
</style>
</head>
<body>
<div class="app-container">
<div class="top-bar">
<label for="avatarSelect">Avatar:</label>
<select id="avatarSelect"></select>
</div>
<div class="video-section">
<div class="video-container">
<video id="videoA" muted autoplay playsinline></video>
<video id="videoB" muted autoplay playsinline></video>
</div>
</div>
<div class="chat-section">
<div class="chat-log" id="chatLog"></div>
<div class="input-bar">
<input type="text" id="chatInput" placeholder="Say something..." autocomplete="off"/>
<button class="btn-clear" id="btnClear" title="Clear input">✕</button>
<button class="btn-send" id="btnSend">Send</button>
<button class="btn-mic" id="btnMic" title="Voice input">🎤</button>
<button class="btn-reset" id="btnReset" title="Reset conversation">↻</button>
</div>
</div>
<div class="create-section">
<button class="create-toggle" id="createToggle">+ Create New Avatar <span id="createArrow">▶</span></button>
<div class="create-body" id="createBody">
<label>Name</label>
<input type="text" id="createName" placeholder="e.g. Einstein"/>
<label>Face Image</label>
<input type="file" id="createImage" accept="image/*"/>
<img class="create-img-preview" id="createPreview"/>
<label>Voice</label>
<select id="createVoice">
<option value="diana">Diana (Female)</option>
<option value="autumn">Autumn (Female)</option>
<option value="hannah">Hannah (Female)</option>
<option value="austin">Austin (Male)</option>
<option value="daniel">Daniel (Male)</option>
<option value="troy">Troy (Male)</option>
</select>
<label>Persona Description</label>
<textarea id="createPersona" placeholder="Describe who this avatar is, how they speak, their background..."></textarea>
<button class="btn-create" id="btnCreate">Create Avatar</button>
<div class="create-progress" id="createProgress">
<span id="createProgressText">Starting...</span>
<div class="bar"><div class="bar-fill" id="createProgressBar"></div></div>
</div>
</div>
</div>
</div>
<script>
let videos=[], currentVideo='A', isTransitioning=false, isProcessing=false, lastPlayed=null, msgCounter=0;
let currentAvatarName='Avatar';
const videoA=document.getElementById('videoA'), videoB=document.getElementById('videoB');
const videoStatus={textContent:''}; // no overlay
const chatLog=document.getElementById('chatLog');
const chatInput=document.getElementById('chatInput'), btnSend=document.getElementById('btnSend');
const btnReset=document.getElementById('btnReset'), avatarSelect=document.getElementById('avatarSelect');
function getActiveVideo(){return currentVideo==='A'?videoA:videoB}
function getInactiveVideo(){return currentVideo==='A'?videoB:videoA}
function crossfadeTo(url, muted){
return new Promise((resolve)=>{
if(isTransitioning){ resolve(); return; }
isTransitioning=true;
const prev=getActiveVideo(), next=getInactiveVideo();
next.muted=(muted!==false);
next.style.opacity='1'; next.style.zIndex='0'; prev.style.zIndex='1';
next.src=url; next.preload='auto'; next.load();
next.oncanplaythrough=function(){
next.oncanplaythrough=null;
next.play().then(()=>{
next.style.zIndex='2'; prev.style.opacity='0';
setTimeout(()=>{
prev.pause(); prev.removeAttribute('src'); prev.load();
prev.style.zIndex='0'; prev.style.opacity='1';
next.style.zIndex='1';
currentVideo=currentVideo==='A'?'B':'A';
isTransitioning=false; resolve();
}, 180);
}).catch(()=>{
next.muted=true;
next.play().then(()=>{
next.style.zIndex='2'; prev.style.opacity='0';
setTimeout(()=>{
prev.pause(); prev.removeAttribute('src'); prev.load();
prev.style.zIndex='0'; prev.style.opacity='1';
next.style.zIndex='1';
currentVideo=currentVideo==='A'?'B':'A';
isTransitioning=false; resolve();
}, 180);
}).catch(()=>{ isTransitioning=false; resolve(); });
});
};
next.onerror=function(){ isTransitioning=false; resolve(); };
});
}
function pickRandomIdle(){
if(!videos.length) return null;
if(videos.length===1) return videos[0];
let p; do{ p=videos[Math.floor(Math.random()*videos.length)]; }while(p.filename===lastPlayed&&videos.length>1);
return p;
}
function playNextIdle(){
const c=pickRandomIdle(); if(!c) return;
lastPlayed=c.filename;
videoStatus.textContent='idle: '+c.name;
crossfadeTo('/api/stream/'+encodeURIComponent(c.filename), true);
}
let isSpeaking=false;
videoA.addEventListener('ended',()=>{ if(currentVideo==='A'&&!isSpeaking) playNextIdle(); });
videoB.addEventListener('ended',()=>{ if(currentVideo==='B'&&!isSpeaking) playNextIdle(); });
function waitForVideoEnd(){
return new Promise((resolve)=>{
const active=getActiveVideo();
if(active.ended || active.paused || !active.src){ resolve(); return; }
const onEnd=()=>{ active.removeEventListener('ended',onEnd); resolve(); };
active.addEventListener('ended', onEnd);
});
}
function addMessage(role, text, extra){
const id='msg_'+(msgCounter++);
const w=document.createElement('div'); w.className='msg '+role;
const b=document.createElement('div'); b.className='bubble '+role+(extra?' '+extra:''); b.id=id;
const l=document.createElement('div'); l.className='label'; l.textContent=role==='user'?'You':currentAvatarName;
const c=document.createElement('div'); c.className='content'; c.textContent=text;
b.appendChild(l); b.appendChild(c); w.appendChild(b);
chatLog.appendChild(w); chatLog.scrollTop=chatLog.scrollHeight;
return {id:id, contentEl:c, bubbleEl:b};
}
function addTypingIndicator(){
const r=addMessage('bot','','typing');
r.contentEl.className='content typing-dots'; r.contentEl.textContent='thinking';
return r;
}
// ---- Avatar switching ----
avatarSelect.addEventListener('change', async ()=>{
const name=avatarSelect.value;
if(!name || isProcessing) return;
videoStatus.textContent='Switching avatar...';
btnSend.disabled=true;
try{
const res=await fetch('/api/switch-avatar',{
method:'POST', headers:{'Content-Type':'application/json'},
body:JSON.stringify({avatar:name})
});
const data=await res.json();
if(data.videos){
videos=data.videos;
}
currentAvatarName=name;
chatLog.innerHTML='';
addMessage('bot','Hi, I\\'m '+name+'. How can I help you?');
playNextIdle();
}catch(e){
videoStatus.textContent='Switch failed: '+e.message;
}
btnSend.disabled=false;
});
// ---- Chat ----
async function sendMessage(){
const text=chatInput.value.trim();
if(!text||isProcessing) return;
isProcessing=true; btnSend.disabled=true; chatInput.value=''; btnClear.style.display='none';
addMessage('user', text);
const typing=addTypingIndicator();
try{
const res=await fetch('/api/chat',{
method:'POST', headers:{'Content-Type':'application/json'},
body:JSON.stringify({text:text})
});
if(!res.ok) throw new Error('HTTP '+res.status);
const data=await res.json();
typing.bubbleEl.classList.remove('typing');
typing.contentEl.classList.remove('typing-dots');
typing.contentEl.textContent='';
typing.contentEl.classList.add('streaming-cursor');
const sessionId=data.session_id;
const totalChunks=data.total_chunks;
const fullText=data.text;
let displayedText='';
function streamChunkText(sentence, durationSec){
const chunkWords=sentence.split(/\\s+/).filter(w=>w.length>0);
if(chunkWords.length===0) return Promise.resolve();
const interval=Math.max(50, (durationSec*1000)/chunkWords.length);
return new Promise((resolve)=>{
let i=0;
const timer=setInterval(()=>{
if(i>=chunkWords.length){ clearInterval(timer); resolve(); return; }
if(displayedText.length>0) displayedText+=' ';
displayedText+=chunkWords[i];
typing.contentEl.textContent=displayedText;
chatLog.scrollTop=chatLog.scrollHeight;
i++;
}, interval);
});
}
function showAllText(){
typing.contentEl.textContent=fullText;
typing.contentEl.classList.remove('streaming-cursor');
chatLog.scrollTop=chatLog.scrollHeight;
}
async function fetchChunk(sid){
const r=await fetch('/api/chat/next',{
method:'POST', headers:{'Content-Type':'application/json'},
body:JSON.stringify({session_id:sid})
});
if(!r.ok) return null;
return await r.json();
}
let nextChunkPromise=fetchChunk(sessionId);
for(let i=0; i<totalChunks; i++){
videoStatus.textContent='generating '+(i+1)+'/'+totalChunks+'...';
const chunk=await nextChunkPromise;
if(!chunk || chunk.done) break;
if(i+1 < totalChunks) nextChunkPromise=fetchChunk(sessionId);
isSpeaking=true;
await waitForVideoEnd();
videoStatus.textContent='speaking '+(i+1)+'/'+totalChunks;
let audioPromise=null;
if(chunk.audio_url){
const audio=new Audio(chunk.audio_url);
audioPromise=new Promise((resolve)=>{
audio.onended=resolve; audio.onerror=resolve;
audio.play().catch(()=>resolve());
});
}
const chunkDuration=chunk.audio_duration||3.0;
const textStreamPromise=streamChunkText(chunk.sentence, chunkDuration);
if(chunk.lipsync_video_url){
await crossfadeTo(chunk.lipsync_video_url, true);
await waitForVideoEnd();
} else if(audioPromise){
await audioPromise;
}
await textStreamPromise;
}
showAllText();
isSpeaking=false;
playNextIdle();
}catch(err){
typing.bubbleEl.classList.remove('typing');
typing.bubbleEl.classList.add('error');
typing.contentEl.classList.remove('typing-dots','streaming-cursor');
typing.contentEl.textContent='Error: '+err.message;
}
isSpeaking=false; isProcessing=false; btnSend.disabled=false; chatInput.focus();
}
btnSend.addEventListener('click', sendMessage);
chatInput.addEventListener('keydown', e=>{ if(e.key==='Enter'&&!e.shiftKey){ e.preventDefault(); if(!isRecording) sendMessage(); }});
// ---- Voice Input (Mic) ----
const btnMic=document.getElementById('btnMic');
const btnClear=document.getElementById('btnClear');
let mediaRecorder=null, isRecording=false, previewTimer=null, allChunks=[], micStream=null, micMimeType='';
// Show/hide clear button based on input content
chatInput.addEventListener('input',()=>{
btnClear.style.display=chatInput.value?'block':'none';
});
btnClear.addEventListener('click',()=>{
chatInput.value='';
btnClear.style.display='none';
chatInput.focus();
});
// Helper: send accumulated audio blob to server for transcription
async function transcribeBlob(blob){
const reader=new FileReader();
return new Promise((resolve)=>{
reader.onloadend=async()=>{
const b64=reader.result.split(',')[1];
try{
const res=await fetch('/api/transcribe',{
method:'POST',
headers:{'Content-Type':'application/json'},
body:JSON.stringify({audio:b64, content_type:micMimeType||'audio/webm'})
});
const data=await res.json();
resolve(data.text||'');
}catch(e){ resolve(''); }
};
reader.readAsDataURL(blob);
});
}
btnMic.addEventListener('click', async()=>{
if(isRecording){
// ---- STOP recording ----
if(previewTimer) clearInterval(previewTimer);
previewTimer=null;
mediaRecorder.stop();
return;
}
// ---- START recording ----
try{
micStream=await navigator.mediaDevices.getUserMedia({audio:true});
micMimeType=MediaRecorder.isTypeSupported('audio/webm;codecs=opus')?'audio/webm;codecs=opus':
MediaRecorder.isTypeSupported('audio/webm')?'audio/webm':'';
mediaRecorder=new MediaRecorder(micStream, micMimeType?{mimeType:micMimeType}:{});
allChunks=[];
mediaRecorder.ondataavailable=(e)=>{
if(e.data.size>0) allChunks.push(e.data);
};
mediaRecorder.onstop=async()=>{
isRecording=false;
btnMic.classList.remove('recording');
btnMic.textContent=String.fromCodePoint(0x1F3A4);
chatInput.placeholder='Transcribing...';
micStream.getTracks().forEach(t=>t.stop());
if(allChunks.length===0){ chatInput.placeholder='Say something...'; btnSend.disabled=false; return; }
// Final transcription of entire recording
const fullBlob=new Blob(allChunks, {type:micMimeType||'audio/webm'});
const text=await transcribeBlob(fullBlob);
chatInput.value=text;
chatInput.placeholder='Say something...';
btnClear.style.display=text?'block':'none';
btnSend.disabled=false;
chatInput.focus();
};
// Start recording - request data every 500ms for live preview
mediaRecorder.start(500);
isRecording=true;
btnMic.classList.add('recording');
btnMic.textContent=String.fromCodePoint(0x23F9);
chatInput.value='';
chatInput.placeholder='Listening...';
btnSend.disabled=true;
btnClear.style.display='none';
// Live preview: every 1.5s, transcribe what we have so far
let previewBusy=false;
previewTimer=setInterval(async()=>{
if(previewBusy||allChunks.length<2) return;
previewBusy=true;
try{
const previewBlob=new Blob(allChunks.slice(), {type:micMimeType||'audio/webm'});
if(previewBlob.size>2000){
const text=await transcribeBlob(previewBlob);
if(isRecording && text){
chatInput.value=text;
}
}
}catch(e){}
previewBusy=false;
}, 2000);
}catch(err){
console.error('Mic access error:',err);
alert('Could not access microphone. Please allow mic permission.');
}
});
btnReset.addEventListener('click', async()=>{
await fetch('/api/reset',{method:'POST'});
chatLog.innerHTML='';
addMessage('bot','Conversation reset. How can I help you?');
});
// ---- Init ----
async function init(){
try{
// Load avatars into dropdown
const avatarRes=await fetch('/api/avatars');
const avatarData=await avatarRes.json();
avatarSelect.innerHTML='';
for(const a of avatarData.avatars){
const opt=document.createElement('option');
opt.value=a.name; opt.textContent=a.name;
if(a.name===avatarData.current) opt.selected=true;
avatarSelect.appendChild(opt);
}
if(avatarData.current) currentAvatarName=avatarData.current;
// Load idle videos
const res=await fetch('/api/videos');
const data=await res.json();
if(!data.videos.length){ videoStatus.textContent='No idle videos...'; }
else{ videos=data.videos; videoStatus.textContent=videos.length+' idle clips loaded'; }
// Check greeting
const greetRes=await fetch('/api/greeting');
const greeting=await greetRes.json();
if(greeting.lipsync_video_url){
videoStatus.textContent='greeting...';
addMessage('bot', greeting.text);
if(greeting.audio_url){
const audio=new Audio(greeting.audio_url);
audio.play().catch(e=>console.warn('[AUDIO]',e));
}
await crossfadeTo(greeting.lipsync_video_url, true);
await waitForVideoEnd();
playNextIdle();
} else {
addMessage('bot', greeting.text || 'Hello! Feel free to ask me anything.');
playNextIdle();
}
}catch(e){ videoStatus.textContent='Error: '+e.message; }
}
// ---- Create Avatar ----
const createToggle=document.getElementById('createToggle');
const createBody=document.getElementById('createBody');
const createArrow=document.getElementById('createArrow');
const createName=document.getElementById('createName');
const createImage=document.getElementById('createImage');
const createPreview=document.getElementById('createPreview');
const createVoice=document.getElementById('createVoice');
const createPersona=document.getElementById('createPersona');
const btnCreate=document.getElementById('btnCreate');
const createProgress=document.getElementById('createProgress');
const createProgressText=document.getElementById('createProgressText');
const createProgressBar=document.getElementById('createProgressBar');
createToggle.addEventListener('click',()=>{
const open=createBody.classList.toggle('open');
createArrow.innerHTML=open?'▼':'▶';
});
createImage.addEventListener('change',(e)=>{
const file=e.target.files[0];
if(file){
const reader=new FileReader();
reader.onload=(ev)=>{
createPreview.src=ev.target.result;
createPreview.style.display='block';
};
reader.readAsDataURL(file);
}
});
btnCreate.addEventListener('click', async()=>{
const name=createName.value.trim();
const file=createImage.files[0];
const voice=createVoice.value;
const persona=createPersona.value.trim();
if(!name){ alert('Please enter a name'); return; }
if(!file){ alert('Please select a face image'); return; }
const reader=new FileReader();
reader.onload=async(ev)=>{
const imageB64=ev.target.result;
// Disable ALL user inputs during generation
btnCreate.disabled=true;
btnSend.disabled=true;
chatInput.disabled=true;
avatarSelect.disabled=true;
btnReset.disabled=true;
createProgress.style.display='block';
createProgressText.textContent='Creating avatar...';
createProgressBar.style.width='0%';
function reEnableInputs(){
btnCreate.disabled=false;
btnSend.disabled=false;
chatInput.disabled=false;
avatarSelect.disabled=false;
btnReset.disabled=false;
}
try{
const res=await fetch('/api/create-avatar',{
method:'POST', headers:{'Content-Type':'application/json'},
body:JSON.stringify({name:name, voice:voice, persona:persona, image:imageB64})
});
if(!res.ok){
const err=await res.json();
throw new Error(err.detail||'Creation failed');
}
const pollInterval=setInterval(async()=>{
try{
const statusRes=await fetch('/api/create-avatar/status');
const status=await statusRes.json();
createProgressText.textContent=status.message;
if(status.total>0){
createProgressBar.style.width=Math.round(status.progress/status.total*100)+'%';
}
if(status.done){
clearInterval(pollInterval);
createProgressBar.style.width='100%';
createProgressText.textContent='Avatar ready!';
const avatarRes=await fetch('/api/avatars');
const avatarData=await avatarRes.json();
avatarSelect.innerHTML='';
for(const a of avatarData.avatars){
const opt=document.createElement('option');
opt.value=a.name; opt.textContent=a.name;
if(a.name===avatarData.current) opt.selected=true;
avatarSelect.appendChild(opt);
}
currentAvatarName=avatarData.current||name;
const vidRes=await fetch('/api/videos');
const vidData=await vidRes.json();
videos=vidData.videos;
chatLog.innerHTML='';
addMessage('bot','Hi, I\\'m '+currentAvatarName+'. How can I help you?');
playNextIdle();
setTimeout(()=>{
reEnableInputs();
createProgress.style.display='none';
createName.value='';
createImage.value='';
createPreview.style.display='none';
createPersona.value='';
createBody.classList.remove('open');
createArrow.innerHTML='▶';
}, 2000);
}
if(status.error){
clearInterval(pollInterval);
createProgressText.textContent='Error: '+status.error;
reEnableInputs();
}
}catch(pollErr){
console.error('Poll error:',pollErr);
}
}, 2000);
}catch(err){
createProgressText.textContent='Error: '+err.message;
reEnableInputs();
}
};
reader.readAsDataURL(file);
});
init();
</script>
</body>
</html>
""" |