Spaces:
Runtime error
Runtime error
File size: 5,120 Bytes
06f4fc4 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 |
import uuid
import gradio as gr
import re
from diffusers.utils import load_image
import requests
from awesome_chat import chat_huggingface
all_messages = []
OPENAI_KEY = ""
def add_message(content, role):
message = {"role":role, "content":content}
all_messages.append(message)
def extract_medias(message):
image_pattern = re.compile(r"(http(s?):|\/)?([\.\/_\w:-])*?\.(jpg|jpeg|tiff|gif|png)")
image_urls = []
for match in image_pattern.finditer(message):
if match.group(0) not in image_urls:
image_urls.append(match.group(0))
audio_pattern = re.compile(r"(http(s?):|\/)?([\.\/_\w:-])*?\.(flac|wav)")
audio_urls = []
for match in audio_pattern.finditer(message):
if match.group(0) not in audio_urls:
audio_urls.append(match.group(0))
video_pattern = re.compile(r"(http(s?):|\/)?([\.\/_\w:-])*?\.(mp4)")
video_urls = []
for match in video_pattern.finditer(message):
if match.group(0) not in video_urls:
video_urls.append(match.group(0))
return image_urls, audio_urls, video_urls
def set_openai_key(openai_key):
global OPENAI_KEY
OPENAI_KEY = openai_key
return OPENAI_KEY
def add_text(messages, message):
if len(OPENAI_KEY) == 0 or not OPENAI_KEY.startswith("sk-"):
return messages, "Please set your OpenAI API key first."
add_message(message, "user")
messages = messages + [(message, None)]
image_urls, audio_urls, video_urls = extract_medias(message)
for image_url in image_urls:
if not image_url.startswith("http"):
image_url = "public/" + image_url
image = load_image(image_url)
name = f"public/images/{str(uuid.uuid4())[:4]}.jpg"
image.save(name)
messages = messages + [((f"{name}",), None)]
for audio_url in audio_urls:
if not audio_url.startswith("http"):
audio_url = "public/" + 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 = messages + [((f"{name}",), None)]
for video_url in video_urls:
if not video_url.startswith("http"):
video_url = "public/" + video_url
ext = video_url.split(".")[-1]
name = f"public/audios/{str(uuid.uuid4()[:4])}.{ext}"
response = requests.get(video_url)
with open(name, "wb") as f:
f.write(response.content)
messages = messages + [((f"{name}",), None)]
return messages, ""
def bot(messages):
if len(OPENAI_KEY) == 0 or not OPENAI_KEY.startswith("sk-"):
return messages
message = chat_huggingface(all_messages, OPENAI_KEY, "openai", "https://api.openai.com/v1/completions")["message"]
image_urls, audio_urls, video_urls = extract_medias(message)
add_message(message, "assistant")
messages[-1][1] = message
for image_url in image_urls:
if not image_url.startswith("http"):
image_url = image_url.replace("public/", "")
messages = messages + [((None, (f"public/{image_url}",)))]
for audio_url in audio_urls:
if not audio_url.startswith("http"):
audio_url = audio_url.replace("public/", "")
messages = messages + [((None, (f"public/{audio_url}",)))]
for video_url in video_urls:
if not video_url.startswith("http"):
video_url = video_url.replace("public/", "")
messages = messages + [((None, (f"public/{video_url}",)))]
return messages
with gr.Blocks() as demo:
gr.Markdown("<h2><center>HuggingSPACES (Dev)</center></h2>")
with gr.Row():
openai_api_key = gr.Textbox(
show_label=False,
placeholder="Set your OpenAI API key here and press Enter",
lines=1,
type="password",
)
chatbot = gr.Chatbot([], elem_id="chatbot").style(height=500)
with gr.Row():
txt = gr.Textbox(
show_label=False,
placeholder="Enter text and press enter. The url of the multimedia resource must contain the extension name.",
).style(container=False)
txt.submit(add_text, [chatbot, txt], [chatbot, txt]).then(
bot, chatbot, chatbot
)
openai_api_key.submit(set_openai_key, [openai_api_key], [openai_api_key])
gr.Examples(
examples=["Given a collection of image A: /examples/a.jpg, B: /examples/b.jpg, C: /examples/c.jpg, please tell me how many zebras in these picture?",
"Please generate a canny image based on /examples/f.jpg",
"show me a joke and an image of cat",
"what is in the /examples/a.jpg",
"generate a video and audio about a dog is running on the grass",
"based on the /examples/a.jpg, please generate a video and audio",
"based on pose of /examples/d.jpg and content of /examples/e.jpg, please show me a new image",
],
inputs=txt
)
demo.launch() |