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<!DOCTYPE html>
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          <div class="badge-pill">📊 Natural Language to SQL</div>
          <h1 style="font-size: 2.25rem; color: #0f172a; font-weight: 800; margin-bottom: 0.75rem;">SLM Text-to-SQL</h1>
          <p style="font-size: 1.05rem; color: #334155; line-height: 1.65; font-weight: 500; margin: 0;">Translates natural language questions into valid SQL queries against custom database schemas offline.</p>
        </section>

        <nav class="doc-nav">
          <a href="#overview">Overview</a>
          <a href="#install">Installation</a>
          <a href="#git">Git Checkout</a>
          <a href="#config">Configuration API</a>
          <a href="#performance">Performance</a>
        </nav>

        <!-- OVERVIEW -->
        <section class="doc-section" id="overview">
          <h2>🚀 Overview &amp; Capabilities</h2>
          <p>Translates natural language questions into valid SQL queries against custom database schemas offline.</p>
          
          <h3 style="margin-top: 1.5rem; font-size: 1.15rem; color: #0f172a; font-weight: 700;">Key Features</h3>
          <ul style="padding-left: 1.5rem; color: #334155; font-weight: 500; line-height: 1.7;">
            <li><strong>Offline schema parsing and SQL translation</strong></li>
<li><strong>Dialect support: PostgreSQL, SQLite, MySQL</strong></li>
<li><strong>Guarantees valid syntax without leaking data to external servers</strong></li>
          </ul>
        </section>

        <!-- INSTALLATION -->
        <section class="doc-section" id="install">
          <h2>💻 Installation</h2>
          <p>Install the local package using pip:</p>
          <div class="code-panel" style="max-width:100%; background: #0f172a; border: 1px solid #1e293b; border-radius: 14px; overflow: hidden; margin: 1rem 0; box-shadow: 0 16px 40px rgba(15, 23, 42, 0.12);">
            <div class="code-header" style="background: #1e293b; padding: 10px 16px; display: flex; align-items: center; justify-content: space-between; border-bottom: 1px solid #334155;">
              <div class="code-dots"><div class="code-dot"></div><div class="code-dot"></div><div class="code-dot"></div></div>
              <div class="code-title" style="color: #94a3b8; font-weight: 700; font-size: 0.8rem; font-family: 'JetBrains Mono', monospace;">Terminal</div>
            </div>
            <div class="code-content" style="display:block; padding: 1.25rem 1.5rem; background: #0f172a;">
              <pre style="margin:0; background:#0f172a; color:#f8fafc; font-family:'JetBrains Mono',monospace; font-size:0.95rem; border:none; box-shadow:none; padding:0;"><span style="color: #34d399; margin-right: 8px;">$</span><span style="color: #c084fc; font-weight: 700;">pip install</span> <span style="color: #38bdf8;">slm-text-to-sql</span></pre>
            </div>
          </div>
        </section>

        <!-- GIT CHECKOUT -->
        <section class="doc-section" id="git">
          <h2>🐙 Checkout from GitHub</h2>
          <p>Clone only this agent's folder from the monorepo using Git sparse-checkout — no need to download the full repository:</p>

          <h3 style="font-size: 1.05rem; color: #0f172a; font-weight: 700; margin-top: 1.5rem; margin-bottom: 0.75rem;">Option 1 — Sparse Checkout (Recommended)</h3>
          <div class="code-panel" style="max-width:100%; background: #0f172a; border: 1px solid #1e293b; border-radius: 14px; overflow: hidden; margin: 1rem 0; box-shadow: 0 16px 40px rgba(15, 23, 42, 0.12);">
            <div class="code-header" style="background: #1e293b; padding: 10px 16px; display: flex; align-items: center; justify-content: space-between; border-bottom: 1px solid #334155;">
              <div class="code-dots"><div class="code-dot"></div><div class="code-dot"></div><div class="code-dot"></div></div>
              <div class="code-title" style="color: #94a3b8; font-weight: 700; font-size: 0.8rem; font-family: 'JetBrains Mono', monospace;">Terminal — Git Sparse Checkout</div>
            </div>
            <div class="code-content" style="display:block; padding: 1.25rem 1.5rem; background: #0f172a;">
              <pre style="margin:0; background:#0f172a; color:#f8fafc; font-family:'JetBrains Mono',monospace; font-size:0.88rem; border:none; box-shadow:none; padding:0; line-height: 1.75;"><span style="color:#64748b;"># 1. Create and enter a new directory</span>
<span style="color:#34d399;">$</span> <span style="color:#c084fc; font-weight:700;">mkdir</span> <span style="color:#38bdf8;">slm_text_to_sql</span> <span style="color:#94a3b8;">&amp;&amp;</span> <span style="color:#c084fc; font-weight:700;">cd</span> <span style="color:#38bdf8;">slm_text_to_sql</span>

<span style="color:#64748b;"># 2. Initialise empty git repo and add remote</span>
<span style="color:#34d399;">$</span> <span style="color:#c084fc; font-weight:700;">git init</span>
<span style="color:#34d399;">$</span> <span style="color:#c084fc; font-weight:700;">git remote add origin</span> <span style="color:#38bdf8;">https://github.com/t00114218-stack/SLMAgents.git</span>

<span style="color:#64748b;"># 3. Enable sparse-checkout and set target folder</span>
<span style="color:#34d399;">$</span> <span style="color:#c084fc; font-weight:700;">git sparse-checkout init</span> <span style="color:#94a3b8;">--cone</span>
<span style="color:#34d399;">$</span> <span style="color:#c084fc; font-weight:700;">git sparse-checkout set</span> <span style="color:#38bdf8;">slm_text_to_sql</span>

<span style="color:#64748b;"># 4. Pull only that agent's source</span>
<span style="color:#34d399;">$</span> <span style="color:#c084fc; font-weight:700;">git pull origin</span> <span style="color:#38bdf8;">main</span></pre>
            </div>
          </div>

          <h3 style="font-size: 1.05rem; color: #0f172a; font-weight: 700; margin-top: 2rem; margin-bottom: 0.75rem;">Option 2 — Full Repository Clone</h3>
          <div class="code-panel" style="max-width:100%; background: #0f172a; border: 1px solid #1e293b; border-radius: 14px; overflow: hidden; margin: 1rem 0;">
            <div class="code-header" style="background: #1e293b; padding: 10px 16px; display: flex; align-items: center; justify-content: space-between; border-bottom: 1px solid #334155;">
              <div class="code-dots"><div class="code-dot"></div><div class="code-dot"></div><div class="code-dot"></div></div>
              <div class="code-title" style="color: #94a3b8; font-weight: 700; font-size: 0.8rem; font-family: 'JetBrains Mono', monospace;">Terminal — Full Clone</div>
            </div>
            <div class="code-content" style="display:block; padding: 1.25rem 1.5rem; background: #0f172a;">
              <pre style="margin:0; background:#0f172a; color:#f8fafc; font-family:'JetBrains Mono',monospace; font-size:0.88rem; border:none; box-shadow:none; padding:0; line-height: 1.75;"><span style="color:#34d399;">$</span> <span style="color:#c084fc; font-weight:700;">git clone</span> <span style="color:#38bdf8;">https://github.com/t00114218-stack/SLMAgents.git</span>
<span style="color:#34d399;">$</span> <span style="color:#c084fc; font-weight:700;">cd</span> <span style="color:#38bdf8;">SLMAgents/slm_text_to_sql</span></pre>
            </div>
          </div>

          <p style="margin-top: 1.25rem; font-size: 0.9rem; color: #475569; background: #f8fafc; border: 1px solid #cbd5e1; border-radius: 10px; padding: 1rem 1.25rem;">
            💡 <strong>Tip:</strong> After checkout, install the package locally with <code style="background: #eef2ff; color: #4f46e5; border: 1px solid #c7d2fe; padding: 2px 8px; border-radius: 5px; font-weight: 700;">pip install -e ./slm_text_to_sql</code> to run in editable mode without publishing to PyPI.
          </p>
        </section>

        <!-- CONFIGURATION -->
        <section class="doc-section" id="config">
          <h2>⚙️ Configuration API</h2>
          
          <h3 style="font-size: 1.15rem; color: #0f172a; font-weight: 700; margin-top: 1.5rem;">Constructor Parameters</h3>
          <p>Instantiate <code style="background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;">SLMTextToSQL</code> with performance and runtime options:</p>
          <table class="param-table">
            <thead>
              <tr><th>Parameter</th><th>Type / Default</th><th>Description</th></tr>
            </thead>
            <tbody>
              <tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>model_path</code></td><td><span class='param-type'>str | None</span></td><td style='color: #334155; font-weight: 500;'>Path to local ONNX model. Default: None.</td></tr>
<tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>temperature</code></td><td><span class='param-type'>float | 0.0</span></td><td style='color: #334155; font-weight: 500;'>Sampling temperature. Default: 0.0.</td></tr>
<tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>top_p</code></td><td><span class='param-type'>float | 0.9</span></td><td style='color: #334155; font-weight: 500;'>Nucleus sampling threshold. Default: 0.9.</td></tr>
<tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>max_tokens</code></td><td><span class='param-type'>int | 256</span></td><td style='color: #334155; font-weight: 500;'>Max token output limit. Default: 256.</td></tr>
<tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>n_threads</code></td><td><span class='param-type'>int | 4</span></td><td style='color: #334155; font-weight: 500;'>CPU thread count. Default: 4.</td></tr>

            </tbody>
          </table>

          <h3 style="font-size: 1.15rem; color: #0f172a; font-weight: 700; margin-top: 2rem;">Methods</h3>
          <table class="param-table">
            <thead>
              <tr><th>Method Signature</th><th>Return Type</th><th>Description</th></tr>
            </thead>
            <tbody>
              <tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>generate_sql(schema, query, ...)</code></td><td><span class='param-type'>str</span></td><td style='color: #334155; font-weight: 500;'>Generates valid SQL query string from natural language prompt.</td></tr>

            </tbody>
          </table>

          <h3 style="font-size: 1.15rem; color: #0f172a; font-weight: 700; margin-top: 2rem;">Execution Parameters</h3>
          <p>Complete list of execution parameters accepted by the primary agent method:</p>
          <table class="param-table">
            <thead>
              <tr><th>Parameter</th><th>Type / Default</th><th>Description</th></tr>
            </thead>
            <tbody>
              <tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>schema</code></td><td><span class='param-type'>str</span></td><td style='color: #334155; font-weight: 500;'>Database DDL creation schema string.</td></tr>
<tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>query</code></td><td><span class='param-type'>str</span></td><td style='color: #334155; font-weight: 500;'>Natural language user question.</td></tr>
<tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>system_prompt</code></td><td><span class='param-type'>str | None</span></td><td style='color: #334155; font-weight: 500;'>SQL dialect prompt override. Default: None.</td></tr>
<tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>user_input</code></td><td><span class='param-type'>str | None</span></td><td style='color: #334155; font-weight: 500;'>Additional SQL constraints. Default: None.</td></tr>
<tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>temperature</code></td><td><span class='param-type'>float | 0.0</span></td><td style='color: #334155; font-weight: 500;'>Sampling temperature. Default: 0.0.</td></tr>
<tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>top_p</code></td><td><span class='param-type'>float | 0.9</span></td><td style='color: #334155; font-weight: 500;'>Nucleus sampling probability. Default: 0.9.</td></tr>
<tr><td><code style='background: #eef2ff; color: #4f46e5; font-weight: 700; border: 1px solid #c7d2fe; padding: 3px 8px; border-radius: 6px;'>max_tokens</code></td><td><span class='param-type'>int | 256</span></td><td style='color: #334155; font-weight: 500;'>Maximum token limit. Default: 256.</td></tr>

            </tbody>
          </table>

          <h3 style="font-size: 1.15rem; color: #0f172a; font-weight: 700; margin-top: 2rem;">Quick Start</h3>
          <div class="code-panel" style="max-width:100%; background: #0f172a; border: 1px solid #1e293b; border-radius: 14px; overflow: hidden; margin: 1rem 0; box-shadow: 0 16px 40px rgba(15, 23, 42, 0.12);">
            <div class="code-header" style="background: #1e293b; padding: 10px 16px; display: flex; align-items: center; justify-content: space-between; border-bottom: 1px solid #334155;">
              <div class="code-dots"><div class="code-dot"></div><div class="code-dot"></div><div class="code-dot"></div></div>
              <div class="code-title" style="color: #94a3b8; font-weight: 700; font-size: 0.8rem; font-family: 'JetBrains Mono', monospace;">Python Example</div>
            </div>
            <div class="code-content" style="display:block; padding: 1.25rem 1.5rem; background: #0f172a;">
              <pre style="margin:0; background:#0f172a; color:#f8fafc; font-family:'JetBrains Mono',monospace; font-size:0.9rem; border:none; box-shadow:none; padding:0;"><code class="language-python">from slm_text_to_sql import SLMTextToSQL

sql_agent = SLMTextToSQL(temperature=0.0, top_p=0.9, max_tokens=256)
query = sql_agent.generate_sql(
    schema="CREATE TABLE sales (id INT, amount DECIMAL, region TEXT);",
    query="What is total sales in West?",
    system_prompt="Dialect: PostgreSQL",
    user_input="Add WHERE amount > 0 condition",
    temperature=0.0,
    top_p=0.9,
    max_tokens=256
)
print(query)</code></pre>
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          <h2>🔍 Verified Output Logs</h2>
          <p>Diagnostic execution console output running locally on CPU:</p>
          <div class="code-panel" style="max-width:100%; background: #0f172a; border: 1px solid #1e293b; border-radius: 14px; overflow: hidden; margin: 1rem 0;">
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              <pre style="margin:0; background:#0f172a; color:#38bdf8; font-family:'JetBrains Mono',monospace; font-size:0.85rem; border:none; box-shadow:none; padding:0; white-space: pre-wrap; word-break: break-word;">→ INPUT:
Query: What is total sales in West?

← OUTPUT:
"SELECT SUM(amount) FROM sales WHERE region = 'West' AND amount > 0;"</pre>
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