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Create app.py

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  1. app.py +249 -0
app.py ADDED
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+ # -------- app_final.py --------
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+ import os, json, math, pathlib
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+ import numpy as np
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+ import plotly.graph_objects as go
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+ import gradio as gr
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+ import openai
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+
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+ # โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ # 0. OpenAI API key
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+ # โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ if "OPENAI_API_KEY" not in os.environ:
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+ os.environ["OPENAI_API_KEY"] = input("๐Ÿ”‘ Enter your OpenAI API key: ").strip()
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+ openai.api_key = os.environ["OPENAI_API_KEY"]
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+
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+ # โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ # 1. Cycle config
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+ # โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ CENTER = 2025
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+ CYCLES = {
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+ "K-Wave": 50, # Kondratiev long wave
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+ "Business": 9, # Juglar investment cycle
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+ "Finance": 80, # Long credit cycle
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+ "Hegemony": 250 # Power-shift cycle
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+ }
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+ ORDERED_PERIODS = sorted(CYCLES.values()) # [9, 50, 80, 250]
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+ COLOR = {9:"#66ff66", 50:"#ff3333", 80:"#ffcc00", 250:"#66ccff"}
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+ AMPL = {9:0.6, 50:1.0, 80:1.6, 250:4.0}
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+ PERIOD_BY_CYCLE = {k:v for k,v in CYCLES.items()}
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+
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+ # โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ # 2. Load events JSON
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+ # โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ EVENTS_PATH = pathlib.Path(__file__).with_name("cycle_events.json")
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+ with open(EVENTS_PATH, encoding="utf-8") as f:
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+ EVENTS = {int(item["year"]): item["events"] for item in json.load(f)}
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+
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+ # โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ # 3. Helper functions
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+ # โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ def half_sine(xs, period, amp):
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+ """Half-sine โ€˜towerโ€™ with zero bottom floor."""
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+ phase = np.mod(xs - CENTER, period)
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+ y = amp * np.sin(np.pi * phase / period)
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+ y[y < 0] = 0
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+ return y
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+
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+ def build_chart(start: int, end: int):
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+ """Return (Plotly figure, summary string) for the requested year range."""
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+ xs = np.linspace(start, end, max(1000, (end - start) * 4))
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+ fig = go.Figure()
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+
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+ # โ—ผ 1) Draw gradient half-sine โ€˜towersโ€™ (30 layers each, like old matplotlib version)
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+ for period in ORDERED_PERIODS:
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+ base_amp = AMPL[period]
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+ color = COLOR[period]
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+
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+ # โ”€โ”€ gradient layers (thin, semi-transparent) โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ for frac in np.linspace(base_amp / 30, base_amp, 30):
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+ ys = half_sine(xs, period, frac)
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+ fig.add_trace(go.Scatter(
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+ x = xs,
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+ y = ys,
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+ mode = "lines",
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+ line = dict(color=color, width=0.8),
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+ opacity = 0.6,
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+ hoverinfo = "skip",
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+ showlegend = False
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+ ))
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+
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+ # โ”€โ”€ outer edge line (slightly thicker) โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ ys = half_sine(xs, period, base_amp)
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+ fig.add_trace(go.Scatter(
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+ x = xs,
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+ y = ys,
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+ mode = "lines",
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+ line = dict(color=color, width=1.6),
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+ hoverinfo = "skip",
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+ showlegend = False
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+ ))
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+
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+ # โ—ผ 2) Event markers with bilingual hover text โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ for year, evs in EVENTS.items():
83
+ if start <= year <= end:
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+ cycle_name = evs[0]["cycle"]
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+ period = PERIOD_BY_CYCLE.get(cycle_name, 50)
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+ y_val = float(half_sine(np.array([year]), period, AMPL[period]))
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+ txt_en = "<br>".join(e["event_en"] for e in evs)
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+ txt_ko = "<br>".join(e["event_ko"] for e in evs)
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+
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+ fig.add_trace(go.Scatter(
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+ x = [year], y = [y_val],
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+ mode = "markers",
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+ marker = dict(color="white", size=6),
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+ customdata = [[cycle_name, txt_en, txt_ko]],
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+ hovertemplate = (
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+ "Year %{x} โ€ข %{customdata[0]} cycle"
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+ "<br>%{customdata[1]}"
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+ "<br>%{customdata[2]}<extra></extra>"
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+ ),
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+ showlegend = False
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+ ))
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+
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+ # โ—ผ 3) Cosmetic touches: centre line, 250-yr arrow, background, axes โ”€โ”€โ”€โ”€
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+ # centre alignment marker
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+ fig.add_vline(
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+ x = CENTER,
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+ line_dash = "dash",
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+ line_color = "white",
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+ opacity = 0.6
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+ )
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+
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+ # 250-year span arrow (โ†”) across the top of chart
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+ arrow_y = AMPL[250] * 1.05
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+ fig.add_annotation(
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+ x = CENTER - 125, y = arrow_y,
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+ ax = CENTER + 125, ay = arrow_y,
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+ xref = "x", yref = "y", axref = "x", ayref = "y",
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+ showarrow = True,
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+ arrowhead = 3,
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+ arrowsize = 1,
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+ arrowwidth = 1.2,
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+ arrowcolor = "white"
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+ )
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+ fig.add_annotation(
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+ x = CENTER, y = arrow_y + 0.15,
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+ text = "250 yr",
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+ showarrow = False,
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+ font = dict(color="white", size=10)
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+ )
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+
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+ # global styling
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+ fig.update_layout(
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+ template = "plotly_dark",
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+ paper_bgcolor = "black",
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+ plot_bgcolor = "black",
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+ height = 450,
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+ margin = dict(t=30, l=40, r=40, b=40),
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+ hoverlabel = dict(bgcolor="#222", font_size=11)
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+ )
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+ fig.update_xaxes(title="Year", range=[start, end], showgrid=False)
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+ fig.update_yaxes(title="Relative amplitude", showticklabels=False, showgrid=False)
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+
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+ summary = f"Range {start}-{end} | Events plotted: {sum(1 for y in EVENTS if start <= y <= end)}"
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+ return fig, summary
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+
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+ # โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ # 4. GPT chat helper
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+ # โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
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+ BASE_PROMPT = (
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+ "You are a concise and accurate Korean assistant. "
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+ "If a chart summary is provided, incorporate it in your answer."
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+ )
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+
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+ def chat_with_gpt(history, user_msg, chart_summary):
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+ messages = [{"role": "system", "content": BASE_PROMPT}]
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+ if chart_summary not in ("", "No chart yet."):
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+ messages.append({"role": "system", "content": f"[Chart summary]\n{chart_summary}"})
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+
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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_msg})
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+
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+ res = openai.chat.completions.create(
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+ model = "gpt-3.5-turbo",
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+ messages = messages,
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+ max_tokens = 600,
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+ temperature = 0.7
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+ )
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+ return res.choices[0].message.content.strip()
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+
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+ # โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
173
+ # 5. Gradio UI
174
+ # โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
175
+ def create_app():
176
+ with gr.Blocks(theme=gr.themes.Soft()) as demo:
177
+ # โ”€โ”€ Title & subtitle
178
+ gr.Markdown("## ๐Ÿ”ญ **CycleNavigator (Interactive)**")
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+ gr.Markdown(
180
+ "<sub>"
181
+ "K-Wave 50y โ€ข Business 9y โ€ข Finance 80y โ€ข Hegemony 250y"
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+ "</sub>"
183
+ )
184
+
185
+ chart_summary_state = gr.State(value="No chart yet.")
186
+
187
+ with gr.Tabs():
188
+ # โ”€โ”€ Tab 1: Timeline Chart โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
189
+ with gr.TabItem("Timeline Chart"):
190
+ with gr.Row():
191
+ start_year = gr.Number(label="Start Year", value=1500, precision=0)
192
+ end_year = gr.Number(label="End Year", value=2500, precision=0)
193
+ zoom_in = gr.Button("๐Ÿ” Zoom In")
194
+ zoom_out = gr.Button("๐Ÿ”Ž Zoom Out")
195
+
196
+ # initial plot
197
+ fig0, summ0 = build_chart(1500, 2500)
198
+ plot = gr.Plot(value=fig0)
199
+ chart_summary_state.value = summ0
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+
201
+ # refresh on year change
202
+ def refresh(s, e):
203
+ fig, summ = build_chart(int(s), int(e))
204
+ return fig, summ
205
+ start_year.change(refresh, [start_year, end_year],
206
+ [plot, chart_summary_state])
207
+ end_year.change(refresh, [start_year, end_year],
208
+ [plot, chart_summary_state])
209
+
210
+ # zoom helpers
211
+ def zoom(s, e, factor):
212
+ mid = (s + e) / 2
213
+ span = (e - s) * factor / 2
214
+ ns, ne = int(mid - span), int(mid + span)
215
+ fig, summ = build_chart(ns, ne)
216
+ return ns, ne, fig, summ
217
+
218
+ zoom_in.click(lambda s, e: zoom(s, e, 0.5),
219
+ inputs = [start_year, end_year],
220
+ outputs = [start_year, end_year, plot, chart_summary_state])
221
+ zoom_out.click(lambda s, e: zoom(s, e, 2.0),
222
+ inputs = [start_year, end_year],
223
+ outputs = [start_year, end_year, plot, chart_summary_state])
224
+
225
+ # JSON download
226
+ gr.File(value=str(EVENTS_PATH), label="Download cycle_events.json")
227
+
228
+ # โ”€โ”€ Tab 2: GPT Chat โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
229
+ with gr.TabItem("GPT Chat"):
230
+ chatbot = gr.Chatbot(label="Assistant")
231
+ user_input = gr.Textbox(lines=3, placeholder="๋ฉ”์‹œ์ง€๋ฅผ ์ž…๋ ฅํ•˜์„ธ์š”โ€ฆ")
232
+ send_btn = gr.Button("Send")
233
+
234
+ def respond(history, msg, summ):
235
+ reply = chat_with_gpt(history, msg, summ)
236
+ history.append((msg, reply))
237
+ return history, gr.Textbox(value="")
238
+
239
+ send_btn.click(respond,
240
+ [chatbot, user_input, chart_summary_state],
241
+ [chatbot, user_input])
242
+ user_input.submit(respond,
243
+ [chatbot, user_input, chart_summary_state],
244
+ [chatbot, user_input])
245
+ return demo
246
+
247
+
248
+ if __name__ == "__main__":
249
+ create_app().launch()