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<html lang="en">
<head>
<meta charset="UTF-8"/>
<meta name="viewport" content="width=device-width, initial-scale=1.0"/>
<title>Finnie β AI Finance Assistant</title>
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/* ββ Slide 2: tabs ββ */
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/* ββ Slide 3: arch ββ */
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/* ββ Slide 4: graph ββ */
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/* ββ Slide 5 ββ */
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/* ββ Controls ββ */
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</head>
<body>
<div id="progress"></div>
<div id="deck">
<!-- ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
SLIDE 1 Β· TITLE
ββββββββββββββββββββββββββββββββββββββββββββββββββββββ -->
<div class="slide active">
<div style="max-width:820px;width:100%">
<div class="label">Interview Kickstart Β· Applied Agentic AI for SWEs Β· Capstone</div>
<h1>Finnie</h1>
<h1 style="color:#4ade80">AI Finance Education<br/>Assistant</h1>
<div class="accent"></div>
<p style="font-size:1.1rem;max-width:580px;margin-bottom:24px">
A conversational multi-agent system with hybrid orchestration β routes every query
to two or more specialized agents, then synthesizes a single coherent answer.
</p>
<div>
<span class="badge">LangGraph</span>
<span class="badge">LangChain</span>
<span class="badge">RAG</span>
<span class="badge">Pydantic</span>
<span class="badge">yfinance</span>
<span class="badge">Alpha Vantage</span>
<span class="badge">Streamlit</span>
<span class="badge">Hugging Face Spaces</span>
</div>
</div>
</div>
<!-- ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
SLIDE 2 Β· WHAT IT DOES
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<div class="slide">
<div style="width:100%;max-width:860px">
<div class="label">Product</div>
<h2>Three Tabs, Six Agents</h2>
<div class="tab-grid">
<div class="tab-card">
<h3>π¬ Chat</h3>
<p>Conversational interface with memory across turns. Always routes to β₯ 2 agents. Agent badges show exactly which specialists answered.</p>
</div>
<div class="tab-card">
<h3>π Portfolio</h3>
<p>Paste holdings in any format. LLM parses it, fetches live prices, scores diversification, shows sector breakdown with charts.</p>
</div>
<div class="tab-card">
<h3>π Market</h3>
<p>Real-time quote for any company β ticker or name. 52-week range gauge, 30-day price history chart, AI narrative analysis.</p>
</div>
</div>
<p style="font-size:.82rem;color:#4ade80;text-transform:uppercase;letter-spacing:.12em;margin-bottom:10px">Six Specialized Agents</p>
<div class="agent-row">
<div class="agent-pill"><span>QA</span> Financial knowledge RAG</div>
<div class="agent-pill"><span>Portfolio</span> Live analysis + scoring</div>
<div class="agent-pill"><span>Market</span> Real-time data + 52w/P/E</div>
<div class="agent-pill"><span>Goal</span> Savings plan math</div>
<div class="agent-pill"><span>News</span> Headlines + sentiment</div>
<div class="agent-pill"><span>Tax</span> Capital gains, IRA, 401k</div>
</div>
</div>
</div>
<!-- ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
SLIDE 3 Β· SYSTEM ARCHITECTURE
ββββββββββββββββββββββββββββββββββββββββββββββββββββββ -->
<div class="slide">
<div style="width:100%;max-width:860px">
<div class="label">Architecture</div>
<h2>System Design</h2>
<div class="arch">
<!-- User -->
<div class="arch-row">
<div class="arch-box" style="max-width:280px;border-color:#4ade80;background:#081a0e">
<h4 style="color:#4ade80">π€ User</h4>
<p>Browser β Hugging Face Spaces</p>
</div>
</div>
<div class="arch-arrow">β</div>
<!-- Streamlit -->
<div class="arch-row">
<div class="arch-box main" style="border-color:#22d3ee;background:#061820">
<h4 style="color:#22d3ee">Streamlit Web App</h4>
<p>Chat tab Β· Portfolio tab Β· Market tab</p>
</div>
</div>
<div class="arch-arrow">β</div>
<!-- Router -->
<div class="arch-row">
<div class="arch-box" style="border-color:#fbbf24;background:#0f0e04;max-width:680px">
<h4 style="color:#fbbf24">chat_invoke() β Hybrid Router</h4>
<p>19 keyword patterns β Smart Fan-Out (parallel β₯ 2 agents) Β· context-dependent keywords β ReAct (sequential)</p>
</div>
</div>
<div class="arch-arrow" style="gap:60px;display:flex;font-size:.9rem;color:#fbbf24">
<span>β fan-out</span><span>β sequential</span>
</div>
<!-- Two LangGraph boxes -->
<div class="arch-row">
<div class="arch-box main">
<h4 style="color:#4ade80">Smart Fan-Out Graph</h4>
<p>Param Extractor β Smart Fan-Out Node β Tools (parallel) β Synth</p>
</div>
<div class="arch-box" style="border-color:#7dd3fc;background:#071624">
<h4 style="color:#7dd3fc">ReAct Graph</h4>
<p>Param Extractor β Agent Node β· Tool Node Β· MemorySaver per session</p>
</div>
</div>
<div class="arch-arrow">β</div>
<!-- Agents -->
<div class="arch-row">
<div class="arch-box"><h4>QA</h4><p>RAG</p></div>
<div class="arch-box"><h4>Portfolio</h4><p>yfinance</p></div>
<div class="arch-box"><h4>Market</h4><p>Alpha Vantage</p></div>
<div class="arch-box"><h4>Goal</h4><p>Math</p></div>
<div class="arch-box"><h4>News</h4><p>RSS feeds</p></div>
<div class="arch-box"><h4>Tax</h4><p>Rules</p></div>
</div>
<div class="arch-arrow">β</div>
<!-- External -->
<div class="arch-row">
<div class="arch-box llm"><h4 style="color:#7dd3fc">Claude (Anthropic)</h4><p>LLM Β· structured output Β· tool routing</p></div>
<div class="arch-box" style="border-color:#a78bfa;background:#0e0a1e"><h4 style="color:#a78bfa">Vector Store</h4><p>RAG knowledge base</p></div>
<div class="arch-box"><h4>Market APIs</h4><p>yfinance Β· Alpha Vantage</p></div>
</div>
</div>
</div>
</div>
<!-- ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
SLIDE 4 Β· BOTH LANGGRAPH GRAPHS
ββββββββββββββββββββββββββββββββββββββββββββββββββββββ -->
<div class="slide">
<div class="graph-wrap">
<div class="label">Workflow</div>
<h2>Two LangGraph Paths Β· Hybrid Routing</h2>
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<!-- ββββββββββββ LEFT: SMART FAN-OUT ββββββββββββ -->
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<!-- Param Extractor -->
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<text x="349" y="199" text-anchor="middle" fill="#6b7a99" font-size="8.5">e.g. get_tax_education</text>
<!-- Synth Node -->
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<text x="213" y="255" text-anchor="middle" fill="#6b7a99" font-size="9">LLM merges all results β one answer</text>
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<!-- Synth β END -->
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<!-- ββββββββββββ RIGHT: REACT ββββββββββββ -->
<text x="660" y="13" text-anchor="middle" fill="#7dd3fc" font-size="10.5" font-weight="700" letter-spacing=".08em">REACT SEQUENTIAL Β· CONTEXT PATH</text>
<text x="660" y="25" text-anchor="middle" fill="#3d5070" font-size="8.5">P/E Β· rate hike Β· dividend Β· 52-week Β· drops Β· allocation Β· compare</text>
<!-- START -->
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<!-- Param Extractor -->
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<text x="660" y="159" text-anchor="middle" fill="#6b7a99" font-size="9">Claude LLM Β· bound tools Β· must call β₯ 2</text>
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<text x="834" y="172" text-anchor="middle" fill="#f87171" font-size="7.5">final answer</text>
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<div style="text-align:center;margin-top:10px">
<span class="badge">chat_invoke()</span>
<span style="color:#9aa3b8;font-size:.8rem;margin:0 8px">routes via 19 keyword patterns Β· both graphs share</span>
<span class="badge">MemorySaver</span>
<span style="color:#9aa3b8;font-size:.8rem;margin:0 8px">state Β· portfolio Β· age across turns</span>
</div>
</div>
</div>
<!-- ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
SLIDE 5 Β· DEMO + THANK YOU
ββββββββββββββββββββββββββββββββββββββββββββββββββββββ -->
<div class="slide">
<div style="width:100%;max-width:820px;display:grid;grid-template-columns:1fr 1fr;gap:48px;align-items:start">
<div>
<div class="label">Live Demo</div>
<h2 style="font-size:1.5rem;margin-bottom:16px">Demo Flow</h2>
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<div class="demo-num">1</div>
<div><p><span class="demo-tab">Chat</span><strong>General Q&A</strong><span class="agents-badge">QA + Goal</span><br/>"What is compound interest?" β RAG + educational context</p></div>
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<div class="demo-num">2</div>
<div><p><span class="demo-tab">Chat</span><strong>Retirement goal β aggressive risk</strong><span class="agents-badge">Goal + Tax</span><br/>"I'm 50, have $600K, want $3M in 20 years β am I on track?"</p></div>
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<div class="demo-num">3</div>
<div><p><span class="demo-tab">Chat</span><strong>Portfolio + market scenario</strong><span class="agents-badge">Portfolio + Market</span><br/>"AAPL:100, NVDA:50, MSFT:200 β if Nvidia drops 15%, how am I affected?"</p></div>
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<div class="demo-num">4</div>
<div><p><span class="demo-tab">Portfolio</span><strong>Live diversification analysis</strong><br/>Paste any format β sector charts, diversification score, live prices</p></div>
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<div class="demo-num">5</div>
<div><p><span class="demo-tab">Chat</span><strong>401k projection mode</strong><span class="agents-badge">Goal + Tax</span><br/>"I'm 25, $7K/yr 401k + $11K employer match. How much by 2050?"</p></div>
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<div style="font-size:3rem">π</div>
<h1 style="font-size:2.4rem">Thank You</h1>
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<p style="font-size:.95rem;max-width:300px">Built end-to-end for the Applied Agentic AI for SWEs capstone at Interview Kickstart</p>
<p style="color:#4ade80;font-size:1.1rem;font-weight:700;margin-top:8px">Questions?</p>
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<span class="badge">LangGraph</span>
<span class="badge">Claude</span>
<span class="badge">RAG</span>
<span class="badge">Streamlit</span>
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