Update src/streamlit_app.py
Browse files- src/streamlit_app.py +61 -39
src/streamlit_app.py
CHANGED
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import altair as alt
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import numpy as np
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import pandas as pd
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import streamlit as st
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""
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))
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import streamlit as st
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import requests
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import base64
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from PIL import Image
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from io import BytesIO
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# βββββββββββββββββββββββββββββββ
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# CONFIG
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# βββββββββββββββββββββββββββββββ
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st.set_page_config(page_title="λν μ½ν μμ±κΈ°", layout="wide")
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API_URL = "https://api-inference.huggingface.co/models/black-forest-labs/FLUX.1-Kontext-dev"
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headers = {"Authorization": f"Bearer {st.secrets['HF_TOKEN']}"}
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# βββββββββββββββββββββββββββββββ
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# UTILS
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# βββββββββββββββββββββββββββββββ
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def query_flux(prompt, image_bytes=None):
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inputs = {"prompt": prompt}
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if image_bytes:
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inputs["image"] = base64.b64encode(image_bytes).decode("utf-8")
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response = requests.post(API_URL, headers=headers, json=inputs)
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if response.status_code == 200:
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image_data = base64.b64decode(response.json()["image"])
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return Image.open(BytesIO(image_data))
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else:
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st.error(f"Error: {response.status_code} - {response.text}")
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return None
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# βββββββββββββββββββββββββββββββ
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# UI
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# βββββββββββββββββββββββββββββββ
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st.title("π λν μ½ν μμ±κΈ° (FLUX.1 Kontext)")
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st.markdown("κ° μ₯λ©΄μ μ€λͺ
μ μ
λ ₯νλ©΄, μ΄μΌκΈ° νλ¦μ λ§λ μ½νλ₯Ό μλμΌλ‘ μμ±ν©λλ€.")
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with st.expander("λ±μ₯μΈλ¬Ό λ° μ€νμΌ μ 보 (μ ν)"):
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character_prompt = st.text_area("λ±μ₯μΈλ¬Ό μ€λͺ
(ex. λΉ¨κ° λ§ν λ₯Ό μ΄ μλ
, νμ λλ λ±)", height=100)
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reference_image = st.file_uploader("μ°Έμ‘° μ΄λ―Έμ§ μ
λ‘λ (μ ν)", type=["jpg", "png"])
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st.markdown("### π λν λ΄μ©μ 5κ° μ₯λ©΄μΌλ‘ λλμ΄ μ
λ ₯νμΈμ")
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scene_prompts = []
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for i in range(5):
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text = st.text_area(f"μ₯λ©΄ {i+1} μ€λͺ
", key=f"scene_{i}", height=80)
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scene_prompts.append(text)
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if st.button("π¨ μ½ν μμ±νκΈ°"):
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if not any(scene_prompts):
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st.warning("μ΅μ νλ μ΄μμ μ₯λ©΄ μ€λͺ
μ΄ νμν©λλ€.")
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else:
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ref_bytes = reference_image.read() if reference_image else None
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with st.spinner("μ΄λ―Έμ§λ₯Ό μμ± μ€μ
λλ€..."):
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cols = st.columns(5)
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for i, prompt in enumerate(scene_prompts):
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if not prompt.strip():
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continue
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full_prompt = f"{character_prompt}. {prompt}" if character_prompt else prompt
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img = query_flux(full_prompt, ref_bytes)
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if img:
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cols[i].image(img, caption=f"μ₯λ©΄ {i+1}")
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