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from openai import OpenAI | |
import streamlit as st | |
from src.utils import image_path_to_uri | |
st.title("ChatGPT-like clone") | |
client = OpenAI(api_key=st.secrets["OPENAI_API_KEY"]) | |
image = st.file_uploader("Upload an image", type=["png", "jpg", "jpeg"]) | |
if "openai_model" not in st.session_state: | |
st.session_state["openai_model"] = "gpt-4o" | |
if "messages" not in st.session_state: | |
st.session_state.messages = [] | |
if "image" not in st.session_state: | |
st.session_state.image = None | |
for message in st.session_state.messages: | |
with st.chat_message(message["role"]): | |
for content in message["content"]: | |
if content["type"] == "text": | |
st.markdown(content["text"]) | |
elif content["type"] == "image_url": | |
st.image(content["image_url"]["url"]) | |
if prompt := st.chat_input("What is up?"): | |
# Add image to the message if it exists | |
if image is not None: | |
st.session_state.image = image | |
if st.session_state.image: | |
image_url = image_path_to_uri(st.session_state.image) | |
st.session_state.messages.append({"role": "user", "content": [ | |
{"type": "text", "text": prompt}, | |
{"type": "image_url", "image_url": {"url": image_url}} | |
]}) | |
else: | |
st.session_state.messages.append({"role": "user", "content": [ | |
{"type": "text", "text": prompt} | |
]}) | |
with st.chat_message("user"): | |
if st.session_state.image: | |
st.image(st.session_state.image) | |
st.markdown(prompt) | |
with st.chat_message("assistant"): | |
stream = client.chat.completions.create( | |
model=st.session_state["openai_model"], | |
messages=[ | |
{"role": m["role"], "content": m["content"]} | |
for m in st.session_state.messages | |
], | |
stream=True, | |
) | |
response = st.write_stream(stream) | |
st.session_state.messages.append({"role": "assistant", "content": [ | |
{"type": "text", "text": response} | |
]}) | |