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Support for sending images into OpenAI chat API #4827

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Dec 23, 2023
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26 changes: 23 additions & 3 deletions extensions/openai/completions.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,11 @@
)
from modules.presets import load_preset_memoized
from modules.text_generation import decode, encode, generate_reply

from PIL import Image
from io import BytesIO
import base64
import requests
import re

class LogitsBiasProcessor(LogitsProcessor):
def __init__(self, logit_bias={}):
Expand Down Expand Up @@ -139,7 +143,23 @@ def convert_history(history):
system_message = ""

for entry in history:
content = entry["content"]
if "image_url" in entry:
image_url = entry['image_url']
if "base64" in image_url:
image_url = re.sub('^data:image/.+;base64,', '', image_url)
img = Image.open(BytesIO(base64.b64decode(image_url)))
else:
try:
my_res = requests.get(image_url)
img = Image.open(BytesIO(my_res.content))
except Exception as e:
raise 'Image cannot be loaded from the URL!'
buffered = BytesIO()
img.save(buffered, format="JPEG")
img_str = base64.b64encode(buffered.getvalue()).decode('utf-8')
content = f'<img src="data:image/jpeg;base64,{img_str}">'
else:
content = entry["content"]
role = entry["role"]

if role == "user":
Expand Down Expand Up @@ -181,7 +201,7 @@ def chat_completions_common(body: dict, is_legacy: bool = False, stream=False) -
raise InvalidRequestError(message="messages: missing role", param='messages')
elif m['role'] == 'function':
raise InvalidRequestError(message="role: function is not supported.", param='messages')
if 'content' not in m:
if 'content' not in m and "image_url" not in m:
raise InvalidRequestError(message="messages: missing content", param='messages')

# Chat Completions
Expand Down