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financial-intelligence-agent
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import os
import sqlite3
import json
from contextlib import asynccontextmanager
from fastapi import FastAPI, HTTPException
from fastapi.middleware.cors import CORSMiddleware
from fastapi.responses import HTMLResponse
from pydantic import BaseModel
from dotenv import load_dotenv

load_dotenv()

from src.agents.orchestrator import FinancialAgentOrchestrator

orchestrator: FinancialAgentOrchestrator = None
DB_PATH = "data/processed/filings.db"

UI_HTML = r"""<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>fin.agent — Financial Intelligence</title>
<link href="https://fonts.googleapis.com/css2?family=Syne:wght@400;500;600;700&family=Instrument+Sans:wght@300;400;500&display=swap" rel="stylesheet">
<style>
:root {
  --bg: #f4f1ea;
  --sidebar: #1e1b2e;
  --sidebar-border: #2d2a40;
  --accent: #5b4fff;
  --accent-dim: #5b4fff18;
  --green: #00c896;
  --green-dim: #00c89615;
  --amber: #f59e0b;
  --red: #ef4444;
  --text: #0f0e17;
  --text-2: #5a5870;
  --text-3: #9896a8;
  --card: #ffffff;
  --card-border: #e4e0d6;
  --pill: #eceae2;
  --font-h: 'Syne', sans-serif;
  --font-b: 'Instrument Sans', sans-serif;
  --r: 10px;
  --sh: 0 1px 3px rgba(0,0,0,0.05), 0 4px 12px rgba(0,0,0,0.04);
  --sh-lg: 0 8px 28px rgba(0,0,0,0.09);
}
*,*::before,*::after{box-sizing:border-box;margin:0;padding:0;}
html{font-size:15px;}
body{font-family:var(--font-b);background:var(--bg);color:var(--text);display:flex;min-height:100vh;overflow-x:hidden;}

.sidebar{width:220px;min-height:100vh;background:var(--sidebar);display:flex;flex-direction:column;position:fixed;top:0;left:0;bottom:0;z-index:200;border-right:1px solid var(--sidebar-border);}
.sidebar-logo{padding:1.3rem 1.2rem 1rem;font-family:var(--font-h);font-size:1.25rem;font-weight:700;color:#fff;letter-spacing:-0.5px;display:flex;align-items:center;gap:8px;border-bottom:1px solid var(--sidebar-border);}
.logo-dot{color:var(--green);}
.sidebar-user{display:flex;align-items:center;gap:10px;padding:0.9rem 1.2rem;border-bottom:1px solid var(--sidebar-border);}
.avatar{width:30px;height:30px;border-radius:7px;background:var(--accent);display:flex;align-items:center;justify-content:center;font-family:var(--font-h);font-size:0.65rem;font-weight:700;color:#fff;}
.u-name{font-size:0.8rem;font-weight:500;color:#fff;}
.u-role{font-size:0.65rem;color:#ffffff50;margin-top:1px;}
.nav-sec{padding:0.9rem 0 0.2rem;}
.nav-lbl{font-size:0.58rem;font-weight:700;letter-spacing:0.12em;text-transform:uppercase;color:#ffffff30;padding:0 1.2rem 0.35rem;}
.nl{display:flex;align-items:center;gap:9px;padding:0.52rem 1.2rem;color:#ffffff55;font-size:0.8rem;cursor:pointer;text-decoration:none;border-left:2px solid transparent;transition:all 0.14s;}
.nl:hover{color:#ffffffcc;background:#ffffff08;}
.nl.on{color:#fff;border-left-color:var(--green);background:#ffffff0a;}
.nl svg{width:14px;height:14px;flex-shrink:0;opacity:0.55;}
.nl.on svg,.nl:hover svg{opacity:1;}
.sidebar-foot{margin-top:auto;padding:0.85rem;border-top:1px solid var(--sidebar-border);display:flex;flex-direction:column;gap:2px;}

.main{margin-left:220px;flex:1;display:flex;flex-direction:column;min-height:100vh;}
.topbar{background:var(--bg);border-bottom:1px solid var(--card-border);height:52px;padding:0 1.6rem;display:flex;align-items:center;justify-content:space-between;position:sticky;top:0;z-index:100;}
.tb-title{font-family:var(--font-h);font-size:0.95rem;font-weight:600;}
.tb-right{display:flex;align-items:center;gap:0.6rem;}
.tb-btn{display:flex;align-items:center;gap:5px;padding:0.32rem 0.75rem;font-size:0.72rem;color:var(--text-2);border-radius:7px;cursor:pointer;border:1px solid var(--card-border);background:var(--card);transition:all 0.14s;font-family:var(--font-b);}
.tb-btn:hover{border-color:var(--accent);color:var(--accent);}
.live-pill{background:var(--green);color:#fff;font-size:0.6rem;font-weight:700;padding:2px 8px;border-radius:999px;letter-spacing:0.08em;font-family:var(--font-h);}

.body-wrap{display:flex;flex:1;}
.p-left{width:420px;flex-shrink:0;padding:1.4rem 1.1rem 1.4rem 1.6rem;display:flex;flex-direction:column;gap:0.85rem;border-right:1px solid var(--card-border);}
.p-right{flex:1;min-width:0;padding:1.4rem 1.6rem 1.4rem 1.1rem;display:flex;flex-direction:column;gap:0.85rem;overflow-y:auto;max-height:calc(100vh - 52px);}

/* Filter */
.fbar{display:flex;gap:0.4rem;flex-wrap:wrap;align-items:center;}
.sw{display:flex;align-items:center;gap:7px;background:var(--card);border:1px solid var(--card-border);border-radius:8px;padding:0.4rem 0.8rem;flex:1;min-width:160px;transition:border-color 0.14s;}
.sw:focus-within{border-color:var(--accent);}
.sw input{border:none;outline:none;font-family:var(--font-b);font-size:0.78rem;color:var(--text);background:transparent;width:100%;}
.sw input::placeholder{color:var(--text-3);}
.fp{font-family:var(--font-b);font-size:0.72rem;padding:0.34rem 0.72rem;border-radius:7px;border:1px solid var(--card-border);background:var(--card);color:var(--text-2);cursor:pointer;transition:all 0.14s;white-space:nowrap;}
.fp:hover{border-color:var(--accent);color:var(--accent);}
.fp.on{background:var(--accent);border-color:var(--accent);color:#fff;}

.sr{display:flex;align-items:center;justify-content:space-between;}
.sr-ct{font-size:0.75rem;color:var(--text-2);}
.sr-ct strong{color:var(--accent);font-weight:600;}
.srt{font-size:0.72rem;color:var(--text-2);padding:0.28rem 0.65rem;border:1px solid var(--card-border);border-radius:6px;background:var(--card);cursor:pointer;}

/* Cards */
.clist{display:flex;flex-direction:column;gap:0.55rem;overflow-y:auto;max-height:calc(100vh - 218px);}
.clist::-webkit-scrollbar{width:3px;}
.clist::-webkit-scrollbar-thumb{background:var(--card-border);border-radius:3px;}
.cc{background:var(--card);border:1px solid var(--card-border);border-radius:var(--r);padding:0.85rem 1rem;cursor:pointer;transition:all 0.16s;border-left:3px solid transparent;box-shadow:var(--sh);}
.cc:hover{box-shadow:var(--sh-lg);transform:translateY(-1px);border-color:#d5d0c6;}
.cc.sel{border-left-color:var(--accent);background:#fafaff;}
.cc-top{display:flex;align-items:center;gap:0.75rem;}
.co-logo{width:34px;height:34px;border-radius:7px;flex-shrink:0;display:flex;align-items:center;justify-content:center;font-family:var(--font-h);font-size:0.72rem;font-weight:700;border:1px solid var(--card-border);overflow:hidden;background:#f8f7f3;}
.co-logo img{width:100%;height:100%;object-fit:contain;padding:4px;}
.ci{flex:1;min-width:0;}
.ci-name{font-family:var(--font-h);font-size:0.84rem;font-weight:600;white-space:nowrap;overflow:hidden;text-overflow:ellipsis;}
.ci-sub{font-size:0.68rem;color:var(--text-2);margin-top:1px;}
.ring{width:38px;height:38px;flex-shrink:0;position:relative;display:flex;align-items:center;justify-content:center;}
.ring svg{position:absolute;top:0;left:0;transform:rotate(-90deg);}
.ring-num{font-family:var(--font-h);font-size:0.68rem;font-weight:700;color:var(--green);}
.ct{display:flex;flex-wrap:wrap;gap:0.3rem;margin-top:0.6rem;}
.tag{font-size:0.65rem;padding:0.16rem 0.5rem;border-radius:5px;border:1px solid var(--card-border);background:var(--pill);color:var(--text-2);}
.tag.g{background:var(--green-dim);border-color:#00c89628;color:var(--green);}
.tag.a{background:var(--accent-dim);border-color:#5b4fff28;color:var(--accent);}
.cf{display:flex;align-items:center;justify-content:space-between;margin-top:0.6rem;}
.cf-t{font-size:0.65rem;color:var(--text-3);}
.bm{background:none;border:none;cursor:pointer;color:var(--text-3);line-height:0;padding:1px;}
.bm:hover{color:var(--accent);}

/* Views */
.view{display:none;flex-direction:column;gap:0.85rem;}
.view.on{display:flex;}

/* Detail header */
.dh{background:var(--card);border:1px solid var(--card-border);border-radius:var(--r);padding:1.1rem;box-shadow:var(--sh);}
.dh-top{display:flex;align-items:flex-start;gap:0.85rem;margin-bottom:0.9rem;}
.dh-logo{width:48px;height:48px;border-radius:9px;border:1px solid var(--card-border);display:flex;align-items:center;justify-content:center;background:#f8f7f3;overflow:hidden;flex-shrink:0;}
.dh-logo img{width:100%;height:100%;object-fit:contain;padding:5px;}
.dh-inf{flex:1;}
.dh-name{font-family:var(--font-h);font-size:1.2rem;font-weight:700;line-height:1.2;}
.dh-sec{font-size:0.74rem;color:var(--text-2);margin-top:3px;}
.dh-bgs{display:flex;gap:0.35rem;margin-top:0.45rem;flex-wrap:wrap;}
.dh-sc{display:flex;flex-direction:column;align-items:center;flex-shrink:0;}
.dh-ring{position:relative;width:52px;height:52px;display:flex;align-items:center;justify-content:center;}
.dh-ring svg{position:absolute;top:0;left:0;transform:rotate(-90deg);}
.dh-sn{font-family:var(--font-h);font-size:0.95rem;font-weight:700;color:var(--green);}
.dh-sl{font-size:0.58rem;color:var(--green);margin-top:2px;text-align:center;}
.dh-acts{display:flex;gap:0.5rem;flex-wrap:wrap;}

.btn{display:flex;align-items:center;gap:5px;padding:0.48rem 0.9rem;border-radius:8px;font-size:0.75rem;font-weight:500;cursor:pointer;border:none;font-family:var(--font-b);transition:all 0.14s;white-space:nowrap;}
.btn-p{background:var(--accent);color:#fff;}
.btn-p:hover{background:#4a3fe0;box-shadow:0 3px 10px rgba(91,79,255,0.3);}
.btn-s{background:var(--sidebar);color:#fff;}
.btn-s:hover{background:#2a2740;}
.btn-o{background:transparent;color:var(--text);border:1px solid var(--card-border);}
.btn-o:hover{border-color:var(--accent);color:var(--accent);}

/* Stats */
.sg{display:grid;grid-template-columns:repeat(3,1fr);gap:0.65rem;}
.sc{background:var(--card);border:1px solid var(--card-border);border-radius:var(--r);padding:0.8rem 0.9rem;box-shadow:var(--sh);}
.sc-lbl{font-size:0.62rem;color:var(--text-3);text-transform:uppercase;letter-spacing:0.07em;font-weight:600;margin-bottom:0.28rem;}
.sc-val{font-family:var(--font-h);font-size:1.1rem;font-weight:700;}
.sc-sub{font-size:0.65rem;color:var(--text-2);margin-top:2px;}

/* Query box */
.qb{background:var(--card);border:1px solid var(--card-border);border-radius:var(--r);padding:1rem;box-shadow:var(--sh);}
.qb-h{font-family:var(--font-h);font-size:0.78rem;font-weight:600;margin-bottom:0.65rem;display:flex;align-items:center;gap:6px;}
.qb-sp{width:16px;height:16px;background:var(--accent);border-radius:4px;display:flex;align-items:center;justify-content:center;flex-shrink:0;}
.chips{display:flex;flex-wrap:wrap;gap:0.3rem;margin-bottom:0.65rem;}
.chip{font-size:0.67rem;padding:0.22rem 0.55rem;border-radius:5px;border:1px solid var(--card-border);background:var(--pill);color:var(--text-2);cursor:pointer;transition:all 0.14s;}
.chip:hover{border-color:var(--accent);color:var(--accent);background:var(--accent-dim);}
.qta{width:100%;background:var(--bg);border:1px solid var(--card-border);border-radius:8px;padding:0.65rem 0.8rem;font-size:0.78rem;font-family:var(--font-b);color:var(--text);resize:none;outline:none;min-height:64px;line-height:1.6;transition:border-color 0.14s;}
.qta:focus{border-color:var(--accent);}
.qb-ft{display:flex;align-items:center;justify-content:space-between;margin-top:0.5rem;}
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  {t:"TSLA",name:"Tesla Inc.",sec:"Automotive / EV",type:"Tech",score:86,logo:"https://logo.clearbit.com/tesla.com",exch:"NASDAQ"},
  {t:"JPM",name:"JPMorgan Chase",sec:"Financial Services",type:"Finance",score:88,logo:"https://logo.clearbit.com/jpmorganchase.com",exch:"NYSE"},
  {t:"BAC",name:"Bank of America",sec:"Financial Services",type:"Finance",score:85,logo:"https://logo.clearbit.com/bankofamerica.com",exch:"NYSE"},
  {t:"JNJ",name:"Johnson & Johnson",sec:"Healthcare / Pharma",type:"Finance",score:84,logo:"https://logo.clearbit.com/jnj.com",exch:"NYSE"},
  {t:"XOM",name:"ExxonMobil Corp.",sec:"Energy / Oil & Gas",type:"Energy",score:83,logo:"https://logo.clearbit.com/exxonmobil.com",exch:"NYSE"},
  {t:"CVX",name:"Chevron Corp.",sec:"Energy / Oil & Gas",type:"Energy",score:82,logo:"https://logo.clearbit.com/chevron.com",exch:"NYSE"},
  {t:"WMT",name:"Walmart Inc.",sec:"Retail / Consumer Staples",type:"Finance",score:80,logo:"https://logo.clearbit.com/walmart.com",exch:"NYSE"},
  {t:"PG",name:"Procter & Gamble",sec:"Consumer Goods",type:"Finance",score:79,logo:"https://logo.clearbit.com/pg.com",exch:"NYSE"},
  {t:"HD",name:"Home Depot",sec:"Retail / Home Improvement",type:"Finance",score:81,logo:"https://logo.clearbit.com/homedepot.com",exch:"NYSE"},
  {t:"ABBV",name:"AbbVie Inc.",sec:"Pharmaceuticals",type:"Finance",score:78,logo:"https://logo.clearbit.com/abbvie.com",exch:"NYSE"},
  {t:"PFE",name:"Pfizer Inc.",sec:"Pharmaceuticals",type:"Finance",score:77,logo:"https://logo.clearbit.com/pfizer.com",exch:"NYSE"},
  {t:"LLY",name:"Eli Lilly",sec:"Pharmaceuticals",type:"Finance",score:83,logo:"https://logo.clearbit.com/lilly.com",exch:"NYSE"},
  {t:"KO",name:"Coca-Cola Co.",sec:"Consumer Beverages",type:"Finance",score:76,logo:"https://logo.clearbit.com/coca-cola.com",exch:"NYSE"},
  {t:"PEP",name:"PepsiCo Inc.",sec:"Consumer Beverages",type:"Finance",score:77,logo:"https://logo.clearbit.com/pepsico.com",exch:"NYSE"},
];
const CHIPS = {
  "Revenue trends 2021–2023":()=>`Analyze revenue trends for ${ct} from 2021 to 2023`,
  "Key risk factors":()=>`What are the main risk factors for ${ct} in their SEC 10-K filing?`,
  "Stock volatility":()=>`Analyze stock price volatility for ${ct} between 2021 and 2023`,
  "Compare with peers":()=>`Compare ${ct} revenue and risk factors with its sector peers`,
  "MD&A summary":()=>`Summarize the MD&A section for ${ct} for fiscal year 2023`,
  "Cybersecurity risks":()=>`What cybersecurity risks does ${ct} highlight in their filings?`,
};
const VTITLES = {reports:"Company Intelligence Reports",trends:"Stock Price Trends",risks:"Risk Factor Analysis",log:"Query Log",search:"Search Filings",eval:"Evaluation Suite"};
const STEPS = ["Planning","Retrieving","Re-ranking","Analyzing","Critiquing"];

let ci = 0, ct = "AAPL", af = "all", log = [], pChart = null, apd = {}, cr = "ALL";

function rc() {
  const q = document.getElementById('co-s').value.toLowerCase();
  const el = document.getElementById('clist'); el.innerHTML = '';
  let n = 0;
  COS.forEach((c,i) => {
    const ms = !q||c.t.toLowerCase().includes(q)||c.name.toLowerCase().includes(q)||c.sec.toLowerCase().includes(q);
    const mf = af==='all'||c.type===af;
    if(!ms||!mf) return; n++;
    const d = document.createElement('div');
    d.className='cc'+(i===ci?' sel':'');
    d.onclick=()=>sel(i);
    d.innerHTML=`<div class="cc-top">
      <div class="co-logo"><img src="${c.logo}" alt="${c.t}" onerror="this.style.display='none';this.nextSibling.style.display='flex'"><span style="display:none;font-family:var(--font-h);font-weight:700;font-size:0.7rem;color:var(--accent)">${c.t[0]}</span></div>
      <div class="ci"><div class="ci-name">${c.name}</div><div class="ci-sub">${c.t} · ${c.sec}</div></div>
      <div class="ring"><svg width="38" height="38" viewBox="0 0 38 38"><circle cx="19" cy="19" r="15" fill="none" stroke="#e4e0d6" stroke-width="2.2"/><circle cx="19" cy="19" r="15" fill="none" stroke="#00c896" stroke-width="2.2" stroke-linecap="round" stroke-dasharray="94.2" stroke-dashoffset="${94.2*(1-c.score/100)}"/></svg><div class="ring-num">${c.score}</div></div>
    </div>
    <div class="ct"><span class="tag g">${c.exch}</span><span class="tag a">FY2021-23</span><span class="tag">10-K</span></div>
    <div class="cf"><span class="cf-t">Updated today</span><button class="bm" onclick="event.stopPropagation()"><svg width="12" height="12" fill="none" stroke="currentColor" stroke-width="2" viewBox="0 0 24 24"><path d="M19 21l-7-5-7 5V5a2 2 0 012-2h10a2 2 0 012 2z"/></svg></button></div>`;
    el.appendChild(d);
  });
  document.getElementById('co-ct').innerHTML=`<strong>${n}</strong> companies`;
}

function sf(el){document.querySelectorAll('.fp').forEach(p=>p.classList.remove('on'));el.classList.add('on');af=el.dataset.f;rc();}

function sel(i){
  ci=i; const c=COS[i]; ct=c.t;
  const img=document.getElementById('dh-img'),txt=document.getElementById('dh-txt');
  img.src=c.logo; img.style.display=''; txt.style.display='none'; txt.textContent=c.t[0];
  document.getElementById('dh-name').textContent=c.name;
  document.getElementById('dh-sec').textContent=c.sec;
  document.getElementById('dh-b1').textContent=c.exch;
  document.getElementById('dh-sn').textContent=c.score;
  document.getElementById('dh-arc').setAttribute('stroke-dashoffset',138.2*(1-c.score/100));
  document.getElementById('rp').style.display='none';
  document.getElementById('err').style.display='none';
  rc(); sv('reports');
}

function sv(id){
  document.querySelectorAll('.view').forEach(v=>v.classList.remove('on'));
  document.querySelectorAll('.nl').forEach(l=>l.classList.remove('on'));
  document.getElementById('view-'+id).classList.add('on');
  document.querySelectorAll('.nl').forEach(l=>{if(l.getAttribute('onclick')&&l.getAttribute('onclick').includes("'"+id+"'"))l.classList.add('on');});
  document.getElementById('tb-title').textContent=VTITLES[id]||'';
  if(id==='trends'){document.getElementById('tr-tk').value=ct;lt();}
  if(id==='log') rl();
}

function sq(q){document.getElementById('qi').value=q;document.getElementById('qi').focus();sv('reports');}
function uc(el){const fn=CHIPS[el.textContent];if(fn)document.getElementById('qi').value=fn();}

async function rq(){
  const q=document.getElementById('qi').value.trim(); if(!q) return;
  document.getElementById('rbtn').disabled=true;
  document.getElementById('rp').style.display='none';
  document.getElementById('err').style.display='none';
  const ldr=document.getElementById('ldr'); ldr.style.display='block';
  const se=document.getElementById('lsteps');
  se.innerHTML=STEPS.map(s=>`<div class="ls" id="ls-${s}"><div class="d"></div>${s}</div>`).join('');
  let si=0;
  function ast(i){STEPS.forEach((s,j)=>{const e=document.getElementById('ls-'+s);e.classList.toggle('done',j<i);e.classList.toggle('act',j===i);});document.getElementById('lfill').style.width=Math.round((i+1)/STEPS.length*90)+'%';}
  const st=setInterval(()=>{if(si<STEPS.length)ast(si++);},1100);
  try{
    const res=await fetch('/query',{method:'POST',headers:{'Content-Type':'application/json'},body:JSON.stringify({query:q})});
    if(!res.ok) throw new Error(await res.text());
    const data=await res.json();
    clearInterval(st); STEPS.forEach(s=>document.getElementById('ls-'+s).className='ls done');
    document.getElementById('lfill').style.width='100%';
    setTimeout(()=>{ldr.style.display='none';},350);
    document.getElementById('rp-t').textContent='Analysis — '+(q.length>55?q.slice(0,55)+'…':q);
    document.getElementById('rq-q').textContent='Quality '+(data.quality_score*100).toFixed(0)+'%';
    document.getElementById('rq-d').textContent=data.doc_count+' docs';
    if (data.blocked) {
        document.getElementById('rp-t').textContent = 'Query Blocked';
        document.getElementById('rp-ans').style.color = 'var(--red)';
    } else {
        document.getElementById('rp-t').textContent = 'Analysis — '+(q.length>55?q.slice(0,55)+'...':q);
        document.getElementById('rp-ans').style.color = 'var(--text)';
    }
    document.getElementById('rp-ans').textContent = data.answer;
    const se2=document.getElementById('rp-srcs'); se2.innerHTML='';
    (data.sources||[]).forEach(s=>{const t=document.createElement('span');t.className='stag';t.textContent=s;se2.appendChild(t);});
    document.getElementById('rp').style.display='block';
    log.unshift({query:q,quality:data.quality_score,docs:data.doc_count,time:new Date().toLocaleTimeString(),ticker:ct});
  }catch(e){
    clearInterval(st);ldr.style.display='none';
    const eb=document.getElementById('err');eb.style.display='block';eb.textContent='Error: '+e.message;
  }finally{document.getElementById('rbtn').disabled=false;}
}

async function rsk(q){
  if(!q||!q.trim()) return;
  document.getElementById('rsk-ldr').style.display='block';
  document.getElementById('rsk-res').style.display='none';
  try{
    const res=await fetch('/query',{method:'POST',headers:{'Content-Type':'application/json'},body:JSON.stringify({query:q})});
    const data=await res.json();
    document.getElementById('rsk-ans').textContent=data.answer;
    document.getElementById('rsk-res').style.display='block';
    log.unshift({query:q,quality:data.quality_score,docs:data.doc_count,time:new Date().toLocaleTimeString(),ticker:'ALL'});
  }catch(e){alert('Error: '+e.message);}
  finally{document.getElementById('rsk-ldr').style.display='none';}
}

function rl(){
  const el=document.getElementById('log-list');
  if(!log.length){el.innerHTML='<div style="text-align:center;padding:1.5rem;color:var(--text-3);font-size:0.78rem">No queries yet.</div>';return;}
  el.innerHTML=log.map((l,i)=>`<div class="le"><div class="lq">${i+1}. ${l.query}</div><div class="lm"><span>${l.ticker}</span><span>Quality: <strong style="color:var(--green)">${(l.quality*100).toFixed(0)}%</strong></span><span>${l.docs} docs</span><span>${l.time}</span></div></div>`).join('');
}

async function sf2(){
  const q=document.getElementById('fs-q').value.trim(); if(!q) return;
  const tk=document.getElementById('fs-tk').value, sc=document.getElementById('fs-sc').value;
  document.getElementById('sr-res').innerHTML='<div style="text-align:center;padding:1rem;color:var(--text-3);font-size:0.75rem">Searching…</div>';
  try{
    const res=await fetch('/search',{method:'POST',headers:{'Content-Type':'application/json'},body:JSON.stringify({query:q,ticker:tk,section:sc})});
    const data=await res.json();
    if(!data.results||!data.results.length){document.getElementById('sr-res').innerHTML='<div style="text-align:center;padding:1rem;color:var(--text-3)">No results.</div>';return;}
    document.getElementById('sr-res').innerHTML=data.results.map(r=>`<div class="sr2"><div class="sr-tk">${r.ticker} · ${r.section} · FY${r.year}</div><div class="sr-tx">${r.text}</div><div class="sr-mt">Score: ${r.score.toFixed(3)}</div></div>`).join('');
  }catch(e){document.getElementById('sr-res').innerHTML=`<div style="color:var(--red);font-size:0.75rem">Error: ${e.message}</div>`;}
}

async function lt(){
  const tk=document.getElementById('tr-tk').value; ct=tk;
  document.getElementById('tr-empty').style.display='block';
  document.getElementById('tr-empty').textContent='Loading…';
  try{
    const res=await fetch('/prices/'+tk); const data=await res.json();
    if(!data.dates||!data.dates.length) throw new Error('No data');
    apd=data; rch2(data);
    document.getElementById('tr-empty').style.display='none';
    const cl=data.closes,f=cl[0],l=cl[cl.length-1],chg=((l-f)/f*100).toFixed(1);
    document.getElementById('tr-stats').innerHTML=`
      <div class="sc"><div class="sc-lbl">Latest</div><div class="sc-val">$${l.toFixed(2)}</div></div>
      <div class="sc"><div class="sc-lbl">Change</div><div class="sc-val" style="color:${chg>=0?'var(--green)':'var(--red)'}">${chg>=0?'+':''}${chg}%</div></div>
      <div class="sc"><div class="sc-lbl">High</div><div class="sc-val">$${Math.max(...cl).toFixed(2)}</div></div>
      <div class="sc"><div class="sc-lbl">Low</div><div class="sc-val">$${Math.min(...cl).toFixed(2)}</div></div>`;
  }catch(e){document.getElementById('tr-empty').textContent='No price data for '+tk;}
}

function scr(r,el){document.querySelectorAll('#view-trends .fp').forEach(t=>t.classList.remove('on'));el.classList.add('on');cr=r;if(apd.dates)rch2(apd);}

function rch2(data){
  let ds=data.dates,cl=data.closes;
  if(cr==='1Y'){ds=ds.slice(-252);cl=cl.slice(-252);}
  else if(cr==='2Y'){ds=ds.slice(-504);cl=cl.slice(-504);}
  const ctx=document.getElementById('pc').getContext('2d');
  if(pChart)pChart.destroy();
  pChart=new Chart(ctx,{type:'line',data:{labels:ds,datasets:[{data:cl,borderColor:'#5b4fff',borderWidth:1.5,backgroundColor:'rgba(91,79,255,0.05)',fill:true,tension:0.3,pointRadius:0}]},options:{responsive:true,interaction:{mode:'index',intersect:false},plugins:{legend:{display:false},tooltip:{callbacks:{label:c=>'$'+c.parsed.y.toFixed(2)}}},scales:{x:{grid:{display:false},ticks:{maxTicksLimit:7,font:{size:10},color:'#9896a8'}},y:{grid:{color:'#e4e0d618'},ticks:{font:{size:10},color:'#9896a8',callback:v=>'$'+v.toFixed(0)}}}}});
}

async function le(){
  document.getElementById('ev-con').innerHTML='<div style="text-align:center;padding:1rem;color:var(--text-3);font-size:0.75rem">Running evaluation…</div>';
  try{
    const res=await fetch('/evaluate'); const data=await res.json();
    document.getElementById('ev-con').innerHTML=`
      <div style="margin-bottom:0.85rem">
        <div class="em"><div><div class="en">Average Recall@10</div><div class="ebw"><div class="eb" style="width:${(data.avg_recall_at_10*100).toFixed(0)}%"></div></div></div><div class="ev">${(data.avg_recall_at_10*100).toFixed(1)}%</div></div>
        <div class="em"><div><div class="en">Average Precision@10</div><div class="ebw"><div class="eb" style="width:${(data.avg_precision_at_10*100).toFixed(0)}%"></div></div></div><div class="ev">${(data.avg_precision_at_10*100).toFixed(1)}%</div></div>
      </div>
      <div style="font-size:0.62rem;font-weight:700;color:var(--text-3);text-transform:uppercase;letter-spacing:0.1em;margin-bottom:0.5rem">Per-query results</div>
      ${(data.per_query||[]).map(q=>`<div class="le"><div class="lq">${q.query}</div><div class="lm"><span>Recall@10: <strong style="color:var(--green)">${(q['recall@10']*100).toFixed(0)}%</strong></span><span>Precision@10: <strong style="color:var(--accent)">${(q['precision@10']*100).toFixed(0)}%</strong></span></div></div>`).join('')}`;
  }catch(e){document.getElementById('ev-con').innerHTML=`<div style="color:var(--red);font-size:0.75rem;padding:0.75rem">Run: python -m src.evaluation.eval first, then retry.</div>`;}
}

document.addEventListener('DOMContentLoaded',()=>{
  document.getElementById('qi').addEventListener('keydown',e=>{if(e.key==='Enter'&&e.ctrlKey)rq();});
  document.getElementById('ri').addEventListener('keydown',e=>{if(e.key==='Enter'&&e.ctrlKey)rsk(e.target.value);});
  document.getElementById('fs-q').addEventListener('keydown',e=>{if(e.key==='Enter')sf2();});
  rc(); sel(0);
});
</script>
</body>
</html>"""


@asynccontextmanager
async def lifespan(app: FastAPI):
    global orchestrator
    orchestrator = FinancialAgentOrchestrator()
    orchestrator.build_index()
    yield


app = FastAPI(
    title="Financial Intelligence Agent",
    description="Multi-agent RAG system — 100K+ financial document chunks",
    version="2.0.0",
    lifespan=lifespan,
)

app.add_middleware(
    CORSMiddleware,
    allow_origins=["*"],
    allow_methods=["*"],
    allow_headers=["*"],
)


class QueryRequest(BaseModel):
    query: str


class QueryResponse(BaseModel):
    query: str
    answer: str
    sources: list
    quality_score: float
    doc_count: int
    blocked: bool = False


class SearchRequest(BaseModel):
    query: str
    ticker: str = ""
    section: str = ""


@app.get("/", response_class=HTMLResponse)
async def root():
    return UI_HTML


@app.post("/query", response_model=QueryResponse)
async def query_endpoint(req: QueryRequest):
    if not req.query.strip():
        raise HTTPException(status_code=400, detail="Query cannot be empty")
    result = orchestrator.answer(req.query)
    return QueryResponse(
        query=result["query"],
        answer=result["answer"],
        sources=result.get("sources", []),
        quality_score=result.get("quality_score", 0.0),
        doc_count=result.get("doc_count", 0),
        blocked=result.get("blocked", False),
    )


@app.post("/search")
async def search_endpoint(req: SearchRequest):
    filters = {}
    if req.ticker:
        filters["ticker"] = [req.ticker]
    if req.section:
        filters["section"] = req.section
    docs = orchestrator.retriever.hybrid_search(req.query, k=10, filters=filters)
    results = [
        {
            "ticker": d["metadata"].get("ticker", ""),
            "section": d["metadata"].get("section", ""),
            "year": d["metadata"].get("fiscal_year", ""),
            "text": d["text"][:300],
            "score": d.get("rerank_score", d.get("score", 0)),
        }
        for d in docs
    ]
    return {"results": results}


@app.get("/prices/{ticker}")
async def prices_endpoint(ticker: str):
    try:
        conn = sqlite3.connect(DB_PATH)
        c = conn.cursor()
        c.execute(
            "SELECT date, close FROM stock_prices WHERE ticker=? ORDER BY date ASC",
            (ticker.upper(),),
        )
        rows = c.fetchall()
        conn.close()
        if not rows:
            return {"dates": [], "closes": []}
        return {
            "ticker": ticker,
            "dates": [r[0] for r in rows],
            "closes": [r[1] for r in rows],
        }
    except Exception as e:
        raise HTTPException(status_code=500, detail=str(e))


@app.get("/evaluate")
async def evaluate_endpoint():
    from pathlib import Path
    report = Path("evaluation/results/eval_report.json")
    if report.exists():
        return json.loads(report.read_text())
    try:
        from src.evaluation.eval import run_evaluation
        run_evaluation()
        if report.exists():
            return json.loads(report.read_text())
    except Exception as e:
        raise HTTPException(status_code=500, detail=str(e))
    raise HTTPException(status_code=404, detail="Run: python -m src.evaluation.eval")


@app.get("/health")
async def health():
    return {"status": "ok", "version": "2.0.0"}