app.py

"""
Discovery Lens — Entry point
"""
from dotenv import load_dotenv
load_dotenv()
import streamlit as st
from components.theme import apply_theme, LOGO_SVG

st.set_page_config(
    page_title="Discovery Lens",
    page_icon="🔍",
    layout="wide",
    initial_sidebar_state="expanded",
)

apply_theme()

defaults = {
    "goal": "",
    "product_name": "",
    "goal_validated": False,
    "context_block": "",
    "chunks": [],
    "embeddings": None,
    "clusters": [],
    "scored_clusters": [],
    "ost": {},
    "source_map": {},
}
for key, value in defaults.items():
    if key not in st.session_state:
        st.session_state[key] = value

# ── Header ────────────────────────────────────────────────────────────────────
st.markdown(
    f'<div style="display:flex;align-items:center;gap:18px;margin-bottom:8px;">'
    f'{LOGO_SVG}'
    f'<div>'
    f'<h1 style="margin:0;font-size:2.8rem;color:#26215C;line-height:1.1;">Discovery Lens</h1>'
    f'<p style="margin:4px 0 0;color:#534AB7;font-size:1.05rem;">'
    f'Discovery data is everywhere. <em>Insight isn\'t.</em></p>'
    f'</div></div>',
    unsafe_allow_html=True,
)

st.markdown("<div style='margin-top:2rem;'></div>", unsafe_allow_html=True)

# ── Pipeline steps ─────────────────────────────────────────────────────────────
steps = ["Extract", "Chunk", "Embed", "Cluster", "Score", "OST"]
cols = st.columns(len(steps) * 2 - 1)
for i, step in enumerate(steps):
    with cols[i * 2]:
        st.markdown(
            f'<div style="background:#FFFFFF;border:1.5px solid #D0CCF0;border-radius:8px;'
            f'padding:10px 6px;text-align:center;font-weight:700;color:#26215C;font-size:13px;">'
            f'{step}</div>',
            unsafe_allow_html=True,
        )
    if i < len(steps) - 1:
        with cols[i * 2 + 1]:
            st.markdown(
                '<div style="text-align:center;color:#534AB7;font-size:22px;'
                'padding-top:6px;">›</div>',
                unsafe_allow_html=True,
            )

st.markdown("<div style='margin-top:2.5rem;'></div>", unsafe_allow_html=True)

# ── How it works ───────────────────────────────────────────────────────────────
st.markdown(
    '<div style="background:#FFFFFF;border:1.5px solid #E0DFDB;border-radius:12px;'
    'padding:24px 28px;">'
    '<h3 style="color:#26215C;margin-top:0;">How it works</h3>'

    '<div style="display:flex;align-items:flex-start;gap:12px;margin-bottom:14px;">'
    '<span style="font-size:1.2rem;font-weight:800;color:#534AB7;min-width:28px;">①</span>'
    '<div><strong style="color:#26215C;">Set your goal</strong>'
    '<span style="color:#555;"> — Enter your product name and goal statement. '
    'An AI coach validates quality and suggests a rewrite if it\'s vague.</span></div></div>'

    '<div style="display:flex;align-items:flex-start;gap:12px;margin-bottom:14px;">'
    '<span style="font-size:1.2rem;font-weight:800;color:#534AB7;min-width:28px;">②</span>'
    '<div><strong style="color:#26215C;">Upload your files</strong>'
    '<span style="color:#555;"> — Interviews, reviews, support tickets, usability notes '
    '(PDF, DOCX, CSV, TXT). Tag each file with its source type.</span></div></div>'

    '<div style="display:flex;align-items:flex-start;gap:12px;">'
    '<span style="font-size:1.2rem;font-weight:800;color:#534AB7;min-width:28px;">③</span>'
    '<div><strong style="color:#26215C;">Get your OST</strong>'
    '<span style="color:#555;"> — The tool clusters insights, frames opportunities in JTBD '
    'language, scores them with deterministic ODI signals, and shows exactly which quotes '
    'justify every decision.</span></div></div>'
    '</div>',
    unsafe_allow_html=True,
)

st.markdown(
    '<p style="margin-top:1.5rem;color:#534AB7;font-weight:600;font-size:15px;">'
    '👈 Use the sidebar to get started.</p>',
    unsafe_allow_html=True,
)

if st.checkbox("Show session state (debug)", value=False):
    st.json({k: str(v)[:200] if v else v for k, v in st.session_state.items()})