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Update main.py
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main.py
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@@ -4,65 +4,59 @@ from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline
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from peft import PeftModel
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# -----------------------------
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# PAGE CONFIG +
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# -----------------------------
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st.set_page_config(page_title="Kurdish Translator", layout="wide")
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# Dark/Light Mode
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THEME = st.session_state.get("theme", "light")
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if THEME == "dark"
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else:
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bg_color = "#ffffff"
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text_color = "#000000"
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st.markdown(
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f"""
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</style>
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""",
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unsafe_allow_html=True
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)
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# -----------------------------
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# LOAD MODEL
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# -----------------------------
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BASE_MODEL = "facebook/nllb-200-distilled-600M"
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LORA_REPO = "junaid17/nllb-kurdish-lora"
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@@ -70,9 +64,13 @@ LORA_REPO = "junaid17/nllb-kurdish-lora"
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@st.cache_resource
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def load_model():
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return model, tokenizer
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@@ -89,83 +87,72 @@ def translate(text, src, tgt):
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tokenizer=tokenizer,
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src_lang=src,
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tgt_lang=tgt,
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max_length=256
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)
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return out
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# -----------------------------
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# UI
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# -----------------------------
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st.title("Kurdish ↔ English Translator (NLLB + LoRA)")
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col1,
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# Language options
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LANG1 = st.session_state.get("LANG1", "English")
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LANG2 = st.session_state.get("LANG2", "Kurdish")
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with col1:
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st.
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with col2:
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st.
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swap = st.button("⇆ Swap Languages", key="swap_lang")
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with col3:
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st.subheader("To:")
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tgt_lang = st.selectbox("", ["Kurdish", "English"], index=0 if LANG2 == "Kurdish" else 1)
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#
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if swap:
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st.session_state["LANG1"] =
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st.session_state["LANG2"] =
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st.rerun()
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#
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"English": "eng_Latn",
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"Kurdish": "ckb_Arab"
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}
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src_code =
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tgt_code =
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# Input area
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text = st.text_area("Enter text:", height=180)
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# Translation button
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translate_btn = st.button("Translate")
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# -----------------------------
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#
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# -----------------------------
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if
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if not text.strip():
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st.warning("Please enter some text.
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else:
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output = translate(text, src_code, tgt_code)
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st.markdown(
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f"<div class='output-box'>{output}</div>",
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unsafe_allow_html=True
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)
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st.button("Copy Translation", on_click=lambda: st.session_state.update({"copied": output}))
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# -----------------------------
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st.write("---")
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toggle = st.button("Toggle Dark / Light Mode")
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st.rerun()
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from peft import PeftModel
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# -----------------------------
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# PAGE CONFIG + STYLE
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# -----------------------------
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st.set_page_config(page_title="Kurdish Translator", layout="wide")
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THEME = st.session_state.get("theme", "light")
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bg = "#111111" if THEME == "dark" else "#ffffff"
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fg = "#ffffff" if THEME == "dark" else "#000000"
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card_bg = "rgba(255,255,255,0.07)" if THEME == "dark" else "rgba(0,0,0,0.05)"
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st.markdown(
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f"""
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<style>
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body {{
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background-color: {bg};
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color: {fg};
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}}
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.dots-loader {{
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display: flex;
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justify-content: center;
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margin-top: 10px;
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}}
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.dots-loader div {{
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width: 12px;
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height: 12px;
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margin: 4px;
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background-color: #4A90E2;
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border-radius: 50%;
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animation: bounce 0.6s infinite alternate;
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}}
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.dots-loader div:nth-child(2) {{ animation-delay: 0.2s; }}
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.dots-loader div:nth-child(3) {{ animation-delay: 0.4s; }}
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@keyframes bounce {{
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from {{ transform: translateY(0); }}
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to {{ transform: translateY(-12px); }}
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}}
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.output-box {{
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padding: 20px;
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border-radius: 12px;
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background: {card_bg};
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font-size: 18px;
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min-height: 120px;
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}}
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</style>
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""",
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unsafe_allow_html=True
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)
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# -----------------------------
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# LOAD MODEL WITH LOADER
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# -----------------------------
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BASE_MODEL = "facebook/nllb-200-distilled-600M"
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LORA_REPO = "junaid17/nllb-kurdish-lora"
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@st.cache_resource
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def load_model():
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with st.spinner(""):
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st.markdown("<div class='dots-loader'><div></div><div></div><div></div></div>", unsafe_allow_html=True)
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tokenizer = AutoTokenizer.from_pretrained(BASE_MODEL)
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base = AutoModelForSeq2SeqLM.from_pretrained(BASE_MODEL)
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model = PeftModel.from_pretrained(base, LORA_REPO)
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return model, tokenizer
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tokenizer=tokenizer,
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src_lang=src,
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tgt_lang=tgt,
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max_length=256,
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)
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return translator(text)[0]["translation_text"]
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# -----------------------------
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# UI
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# -----------------------------
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st.title("Kurdish ↔ English Translator (NLLB + LoRA)")
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col1, colSwap, colTheme, col2 = st.columns([1, 0.6, 0.8, 1])
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with col1:
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src_lang = st.selectbox("From:", ["English", "Kurdish"])
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with colSwap:
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swap = st.button("⇆ Swap", use_container_width=True)
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with colTheme:
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toggle = st.button("🌙" if THEME == "light" else "☀️", use_container_width=True)
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with col2:
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tgt_lang = st.selectbox("To:", ["Kurdish", "English"])
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# Handle swap
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if swap:
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src_lang, tgt_lang = tgt_lang, src_lang
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st.session_state["LANG1"] = src_lang
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st.session_state["LANG2"] = tgt_lang
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st.rerun()
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# Handle dark/light switch
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if toggle:
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st.session_state["theme"] = "dark" if THEME == "light" else "light"
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st.rerun()
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# Language mapping
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lang_codes = {
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"English": "eng_Latn",
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"Kurdish": "ckb_Arab"
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}
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src_code = lang_codes[src_lang]
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tgt_code = lang_codes[tgt_lang]
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text = st.text_area("Enter text:", height=180)
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# -----------------------------
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# TRANSLATE BUTTON
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# -----------------------------
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if st.button("Translate"):
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if not text.strip():
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st.warning("Please enter some text.")
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else:
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# Show 3-dot loader ONLY during translation
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loader = st.markdown("<div class='dots-loader'><div></div><div></div><div></div></div>", unsafe_allow_html=True)
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output = translate(text, src_code, tgt_code)
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# Remove loader
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loader.empty()
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st.subheader("Output")
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st.markdown(f"<div class='output-box'>{output}</div>", unsafe_allow_html=True)
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# Copy button
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st.button("Copy Output", on_click=lambda: st.session_state.update({"copied": output}))
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