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Update app.py
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app.py
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import os, math, numpy as np, matplotlib.pyplot as plt, gradio as gr
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import openai
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if "OPENAI_API_KEY" not in os.environ:
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os.environ["OPENAI_API_KEY"] = input("๐ Enter your OpenAI API key: ").strip()
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openai.api_key = os.environ["OPENAI_API_KEY"]
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CYCLES = {
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"
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"
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"
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}
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CENTER = 2025 #
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def make_cycle_points(period, start, end):
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n_min = math.floor((start - CENTER) / period)
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n_max = math.ceil((end - CENTER) / period)
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return [CENTER + n * period for n in range(n_min, n_max + 1)]
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def
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align_years = None
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for
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years = make_cycle_points(period,
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for y in years:
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align_years = set(years) if align_years is None else align_years & set(years)
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if align_years:
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for y in sorted(align_years):
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)
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def chat_with_gpt(history, user_message):
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messages = [{"role": "system", "content":
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for u, a in history:
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messages.
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messages.append({"role": "user", "content": user_message})
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response = openai.chat.completions.create(
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@@ -66,52 +84,53 @@ def chat_with_gpt(history, user_message):
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max_tokens=600,
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temperature=0.7,
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)
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return assistant_reply
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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gr.Markdown("## ๐
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with gr.Tabs():
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end_year = gr.Number(label="๋ฒ์ ๋(Year)", value=2500)
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plot_out
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def update_chart(s, e):
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start_year.change(update_chart, [start_year, end_year], plot_out)
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end_year.change(update_chart, [start_year, end_year], plot_out)
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# โ plot_out.render() โ ์ญ์
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with gr.TabItem("
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chatbot = gr.Chatbot(label="
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user_in = gr.Textbox(placeholder="๋ฉ์์ง๋ฅผ ์
๋ ฅํ์ธ์...", lines=3)
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send_btn = gr.Button("Send", variant="primary")
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def respond(chat_history, user_msg):
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assistant_msg = chat_with_gpt(chat_history, user_msg)
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chat_history.append((user_msg, assistant_msg))
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return chat_history, gr.Textbox(value="", interactive=True)
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send_btn.click(
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respond,
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inputs=[chatbot, user_in],
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outputs=[chatbot, user_in],
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)
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user_in.submit(
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respond,
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inputs=[chatbot, user_in],
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outputs=[chatbot, user_in],
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)
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import os, math, numpy as np, matplotlib.pyplot as plt, gradio as gr
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import openai
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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# 0. OpenAI key
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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if "OPENAI_API_KEY" not in os.environ:
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os.environ["OPENAI_API_KEY"] = input("๐ Enter your OpenAI API key: ").strip()
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openai.api_key = os.environ["OPENAI_API_KEY"]
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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# 1. Cycle-chart utilities
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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CYCLES = {
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"Tech Cycle (50 yr)": 50,
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"Finance Cycle (80 yr)": 80,
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"Hegemony Cycle (250 yr)": 250,
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}
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CENTER = 2025 # reference year
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def make_cycle_points(period, start, end):
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n_min = math.floor((start - CENTER) / period)
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n_max = math.ceil((end - CENTER) / period)
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return [CENTER + n * period for n in range(n_min, n_max + 1)]
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def build_chart_and_summary(start, end):
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# --------- build figure (tower style) ----------
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fig, ax = plt.subplots(figsize=(7, 5))
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align_years, summaries = None, []
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for idx, (name, period) in enumerate(CYCLES.items()):
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years = make_cycle_points(period, start, end)
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ax.scatter([idx] * len(years), years, s=60)
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for y in years:
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ax.text(idx, y + 5, str(y), ha="center", va="bottom", fontsize=7)
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summaries.append(f"{name.replace(' ', ' ')}: {years}")
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align_years = set(years) if align_years is None else align_years & set(years)
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if align_years:
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for y in sorted(align_years):
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ax.axhline(y, color="black", linestyle="--", linewidth=1)
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ax.text(-0.4, y + 8, f"Alignment โ {y}", fontsize=9, fontweight="bold")
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ax.set_xticks(range(len(CYCLES)), CYCLES.keys(), rotation=15)
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ax.set_ylabel("Year")
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ax.set_xlabel("Cycle")
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ax.set_title("Cycle Events and Alignment")
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ax.set_ylim(start - 10, end + 10)
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ax.invert_yaxis() # older years at bottom, newer at top
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ax.grid(axis="y", alpha=0.3)
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# --------- build textual summary ----------
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align_txt = ", ".join(map(str, sorted(align_years))) if align_years else "None"
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summary = (
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f"Range: {start}-{end}\n"
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+ "\n".join(summaries)
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+ f"\nAlignment years: {align_txt}"
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)
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return fig, summary
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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# 2. GPT chat
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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BASE_PROMPT = (
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"You are a concise, accurate assistant who answers in Korean. "
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"If the chart summary is provided, take it into account."
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)
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def chat_with_gpt(history, user_message, chart_summary):
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messages = [{"role": "system", "content": BASE_PROMPT}]
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if chart_summary and chart_summary != "No chart yet.":
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messages.append({"role": "system", "content": f"[Chart summary]\n{chart_summary}"})
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for u, a in history:
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messages.extend([{"role": "user", "content": u},
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{"role": "assistant", "content": a}])
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messages.append({"role": "user", "content": user_message})
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response = openai.chat.completions.create(
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max_tokens=600,
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temperature=0.7,
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return response.choices[0].message.content.strip()
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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# 3. Gradio UI
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# โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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gr.Markdown("## ๐ Three-Cycle Timeline & ๐ฌ GPT Chat")
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chart_summary_state = gr.State(value="No chart yet.")
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with gr.Tabs():
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# ---------- Tab 1: Chart ----------
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with gr.TabItem("Timeline Chart"):
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start_year = gr.Number(label="Start Year", value=1500)
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end_year = gr.Number(label="End Year", value=2500)
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fig0, summary0 = build_chart_and_summary(1500, 2500)
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plot_out = gr.Plot(value=fig0)
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def update_chart(s, e):
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fig, summ = build_chart_and_summary(int(s), int(e))
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return fig, summ
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start_year.change(update_chart, [start_year, end_year],
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[plot_out, chart_summary_state])
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end_year.change(update_chart, [start_year, end_year],
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[plot_out, chart_summary_state])
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# ---------- Tab 2: GPT Chat ----------
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with gr.TabItem("GPT Chat"):
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chatbot = gr.Chatbot(label="Assistant")
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user_in = gr.Textbox(placeholder="๋ฉ์์ง๋ฅผ ์
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send_btn = gr.Button("Send", variant="primary")
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def respond(chat_history, user_msg, chart_summary):
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assistant_msg = chat_with_gpt(chat_history, user_msg, chart_summary)
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chat_history.append((user_msg, assistant_msg))
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return chat_history, gr.Textbox(value="", interactive=True)
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send_btn.click(
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respond,
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inputs=[chatbot, user_in, chart_summary_state],
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outputs=[chatbot, user_in],
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)
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user_in.submit(
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respond,
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inputs=[chatbot, user_in, chart_summary_state],
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outputs=[chatbot, user_in],
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)
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