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Here is an improved and fixed version of the `app.py` script with better structure, error handling, and documentation: | |
```python | |
import uuid | |
import gradio as gr | |
import re | |
from diffusers.utils import load_image | |
import requests | |
from awesome_chat import chat_huggingface | |
import os | |
# Create necessary directories | |
os.makedirs("public/images", exist_ok=True) | |
os.makedirs("public/audios", exist_ok=True) | |
os.makedirs("public/videos", exist_ok=True) | |
# Fetch environment variables | |
HUGGINGFACE_TOKEN = os.environ.get("HUGGINGFACE_TOKEN") | |
OPENAI_KEY = os.environ.get("OPENAI_KEY") | |
class Client: | |
def __init__(self) -> None: | |
self.OPENAI_KEY = OPENAI_KEY | |
self.HUGGINGFACE_TOKEN = HUGGINGFACE_TOKEN | |
self.all_messages = [] | |
def set_key(self, openai_key): | |
self.OPENAI_KEY = openai_key | |
return self.OPENAI_KEY | |
def set_token(self, huggingface_token): | |
self.HUGGINGFACE_TOKEN = huggingface_token | |
return self.HUGGINGFACE_TOKEN | |
def add_message(self, content, role): | |
message = {"role": role, "content": content} | |
self.all_messages.append(message) | |
def extract_medias(self, message): | |
url_pattern = re.compile(r"(http(s?):|\/)?([\.\/_\w:-])*?\.(jpg|jpeg|tiff|gif|png|flac|wav|mp4)") | |
urls = [match.group(0) for match in url_pattern.finditer(message)] | |
image_pattern = re.compile(r"(http(s?):|\/)?([\.\/_\w:-])*?\.(jpg|jpeg|tiff|gif|png)") | |
audio_pattern = re.compile(r"(http(s?):|\/)?([\.\/_\w:-])*?\.(flac|wav)") | |
video_pattern = re.compile(r"(http(s?):|\/)?([\.\/_\w:-])*?\.(mp4)") | |
image_urls = [match.group(0) for match in image_pattern.finditer(message)] | |
audio_urls = [match.group(0) for match in audio_pattern.finditer(message)] | |
video_urls = [match.group(0) for match in video_pattern.finditer(message)] | |
return urls, image_urls, audio_urls, video_urls | |
def add_text(self, messages, message): | |
if not self.OPENAI_KEY or not self.OPENAI_KEY.startswith("sk-") or not self.HUGGINGFACE_TOKEN or not self.HUGGINGFACE_TOKEN.startswith("hf_"): | |
return messages, "Please set your OpenAI API key and Hugging Face token first!" | |
self.add_message(message, "user") | |
messages.append((message, None)) | |
urls, image_urls, audio_urls, video_urls = self.extract_medias(message) | |
for image_url in image_urls: | |
image_url = "public/" + image_url if not image_url.startswith("http") else image_url | |
image = load_image(image_url) | |
name = f"public/images/{str(uuid.uuid4())[:4]}.jpg" | |
image.save(name) | |
messages.append(((f"{name}",), None)) | |
for audio_url in audio_urls: | |
audio_url = "public/" + audio_url if not audio_url.startswith("http") else audio_url | |
ext = audio_url.split(".")[-1] | |
name = f"public/audios/{str(uuid.uuid4())[:4]}.{ext}" | |
response = requests.get(audio_url) | |
with open(name, "wb") as f: | |
f.write(response.content) | |
messages.append(((f"{name}",), None)) | |
for video_url in video_urls: | |
video_url = "public/" + video_url if not video_url.startswith("http") else video_url | |
ext = video_url.split(".")[-1] | |
name = f"public/videos/{str(uuid.uuid4())[:4]}.{ext}" | |
response = requests.get(video_url) | |
with open(name, "wb") as f: | |
f.write(response.content) | |
messages.append(((f"{name}",), None)) | |
return messages, "" | |
def bot(self, messages): | |
if not self.OPENAI_KEY or not self.OPENAI_KEY.startswith("sk-") or not self.HUGGINGFACE_TOKEN or not self.HUGGINGFACE_TOKEN.startswith("hf_"): | |
return messages, {} | |
message, results = chat_huggingface(self.all_messages, self.OPENAI_KEY, self.HUGGINGFACE_TOKEN) | |
_, image_urls, audio_urls, video_urls = self.extract_medias(message) | |
self.add_message(message, "assistant") | |
messages[-1][1] = message | |
for image_url in image_urls: | |
if not image_url.startswith("http"): | |
image_url = "public/" + image_url.replace("public/", "") | |
messages.append((None, f |