Spaces:
Runtime error
Runtime error
khulnasoft
commited on
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,100 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Here is an improved and fixed version of the `app.py` script with better structure, error handling, and documentation:
|
2 |
+
|
3 |
+
```python
|
4 |
+
import uuid
|
5 |
+
import gradio as gr
|
6 |
+
import re
|
7 |
+
from diffusers.utils import load_image
|
8 |
+
import requests
|
9 |
+
from awesome_chat import chat_huggingface
|
10 |
+
import os
|
11 |
+
|
12 |
+
# Create necessary directories
|
13 |
+
os.makedirs("public/images", exist_ok=True)
|
14 |
+
os.makedirs("public/audios", exist_ok=True)
|
15 |
+
os.makedirs("public/videos", exist_ok=True)
|
16 |
+
|
17 |
+
# Fetch environment variables
|
18 |
+
HUGGINGFACE_TOKEN = os.environ.get("HUGGINGFACE_TOKEN")
|
19 |
+
OPENAI_KEY = os.environ.get("OPENAI_KEY")
|
20 |
+
|
21 |
+
class Client:
|
22 |
+
def __init__(self) -> None:
|
23 |
+
self.OPENAI_KEY = OPENAI_KEY
|
24 |
+
self.HUGGINGFACE_TOKEN = HUGGINGFACE_TOKEN
|
25 |
+
self.all_messages = []
|
26 |
+
|
27 |
+
def set_key(self, openai_key):
|
28 |
+
self.OPENAI_KEY = openai_key
|
29 |
+
return self.OPENAI_KEY
|
30 |
+
|
31 |
+
def set_token(self, huggingface_token):
|
32 |
+
self.HUGGINGFACE_TOKEN = huggingface_token
|
33 |
+
return self.HUGGINGFACE_TOKEN
|
34 |
+
|
35 |
+
def add_message(self, content, role):
|
36 |
+
message = {"role": role, "content": content}
|
37 |
+
self.all_messages.append(message)
|
38 |
+
|
39 |
+
def extract_medias(self, message):
|
40 |
+
url_pattern = re.compile(r"(http(s?):|\/)?([\.\/_\w:-])*?\.(jpg|jpeg|tiff|gif|png|flac|wav|mp4)")
|
41 |
+
urls = [match.group(0) for match in url_pattern.finditer(message)]
|
42 |
+
|
43 |
+
image_pattern = re.compile(r"(http(s?):|\/)?([\.\/_\w:-])*?\.(jpg|jpeg|tiff|gif|png)")
|
44 |
+
audio_pattern = re.compile(r"(http(s?):|\/)?([\.\/_\w:-])*?\.(flac|wav)")
|
45 |
+
video_pattern = re.compile(r"(http(s?):|\/)?([\.\/_\w:-])*?\.(mp4)")
|
46 |
+
|
47 |
+
image_urls = [match.group(0) for match in image_pattern.finditer(message)]
|
48 |
+
audio_urls = [match.group(0) for match in audio_pattern.finditer(message)]
|
49 |
+
video_urls = [match.group(0) for match in video_pattern.finditer(message)]
|
50 |
+
|
51 |
+
return urls, image_urls, audio_urls, video_urls
|
52 |
+
|
53 |
+
def add_text(self, messages, message):
|
54 |
+
if not self.OPENAI_KEY or not self.OPENAI_KEY.startswith("sk-") or not self.HUGGINGFACE_TOKEN or not self.HUGGINGFACE_TOKEN.startswith("hf_"):
|
55 |
+
return messages, "Please set your OpenAI API key and Hugging Face token first!"
|
56 |
+
|
57 |
+
self.add_message(message, "user")
|
58 |
+
messages.append((message, None))
|
59 |
+
urls, image_urls, audio_urls, video_urls = self.extract_medias(message)
|
60 |
+
|
61 |
+
for image_url in image_urls:
|
62 |
+
image_url = "public/" + image_url if not image_url.startswith("http") else image_url
|
63 |
+
image = load_image(image_url)
|
64 |
+
name = f"public/images/{str(uuid.uuid4())[:4]}.jpg"
|
65 |
+
image.save(name)
|
66 |
+
messages.append(((f"{name}",), None))
|
67 |
+
|
68 |
+
for audio_url in audio_urls:
|
69 |
+
audio_url = "public/" + audio_url if not audio_url.startswith("http") else audio_url
|
70 |
+
ext = audio_url.split(".")[-1]
|
71 |
+
name = f"public/audios/{str(uuid.uuid4())[:4]}.{ext}"
|
72 |
+
response = requests.get(audio_url)
|
73 |
+
with open(name, "wb") as f:
|
74 |
+
f.write(response.content)
|
75 |
+
messages.append(((f"{name}",), None))
|
76 |
+
|
77 |
+
for video_url in video_urls:
|
78 |
+
video_url = "public/" + video_url if not video_url.startswith("http") else video_url
|
79 |
+
ext = video_url.split(".")[-1]
|
80 |
+
name = f"public/videos/{str(uuid.uuid4())[:4]}.{ext}"
|
81 |
+
response = requests.get(video_url)
|
82 |
+
with open(name, "wb") as f:
|
83 |
+
f.write(response.content)
|
84 |
+
messages.append(((f"{name}",), None))
|
85 |
+
|
86 |
+
return messages, ""
|
87 |
+
|
88 |
+
def bot(self, messages):
|
89 |
+
if not self.OPENAI_KEY or not self.OPENAI_KEY.startswith("sk-") or not self.HUGGINGFACE_TOKEN or not self.HUGGINGFACE_TOKEN.startswith("hf_"):
|
90 |
+
return messages, {}
|
91 |
+
|
92 |
+
message, results = chat_huggingface(self.all_messages, self.OPENAI_KEY, self.HUGGINGFACE_TOKEN)
|
93 |
+
_, image_urls, audio_urls, video_urls = self.extract_medias(message)
|
94 |
+
self.add_message(message, "assistant")
|
95 |
+
messages[-1][1] = message
|
96 |
+
|
97 |
+
for image_url in image_urls:
|
98 |
+
if not image_url.startswith("http"):
|
99 |
+
image_url = "public/" + image_url.replace("public/", "")
|
100 |
+
messages.append((None, f
|