Files
Auto-GPT/scripts/image_gen.py
2023-04-07 11:03:23 -07:00

51 lines
1.3 KiB
Python

import requests
import io
import os.path
from PIL import Image
from config import Config
import uuid
import openai
from base64 import b64decode
cfg = Config()
working_directory = "auto_gpt_workspace"
API_URL = "https://api-inference.huggingface.co/models/CompVis/stable-diffusion-v1-4"
headers = {"Authorization": "Bearer " + cfg.huggingface_api_token}
def generate_image(prompt):
filename = str(uuid.uuid4()) + ".jpg"
# DALL-E
openai.api_key = cfg.openai_api_key
response = openai.Image.create(
prompt=prompt,
n=1,
size="256x256",
response_format="b64_json",
)
print("Image Generated for prompt:" + prompt)
print(response["data"][0]["b64_json"][:50])
image_data = b64decode(response["data"][0]["b64_json"])
with open(working_directory + "/" + filename, mode="wb") as png:
png.write(image_data)
return "Saved to disk:" + filename
# STABLE DIFFUSION
response = requests.post(API_URL, headers=headers, json={
"inputs": prompt,
})
image = Image.open(io.BytesIO(response.content))
print("Image Generated for prompt:" + prompt)
image.save(os.path.join(working_directory, filename))
print("Saved to disk:" + filename)
return str("Image " + filename + " saved to disk for prompt: " + prompt)