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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=development-commands>Development Commands<a href=#development-commands class=hash-link aria-label="Direct link to Development Commands" title="Direct link to Development Commands" translate=no></a></h2>
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain"># Backend only (hot reload)</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">make dev</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Frontend only (hot reload)</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">make dev-frontend</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Both together</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">make dev-full</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Production build + run</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">make run</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Deploy to Databricks</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">make deploy-databricks</span><br/></div></code></pre></div></div>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=urls>URLs<a href=#urls class=hash-link aria-label="Direct link to URLs" title="Direct link to URLs" translate=no></a></h2>
<table><thead><tr><th>Environment<th>Backend<th>Frontend<th>Type<tbody><tr><td>Development<td>:8000<td>:3000<td>Separate<tr><td>Production<td>:8000<td>:8000<td>Combined<tr><td>Databricks<td>[your-workspace]/apps/oral-health-policy-pulse<td>Same<td>Combined</table>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=file-structure>File Structure<a href=#file-structure class=hash-link aria-label="Direct link to File Structure" title="Direct link to File Structure" translate=no></a></h2>
<div class="language-text codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-text codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain">frontend/src/</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">  pages/</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">    Dashboard.tsx      # /</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">    Heatmap.tsx        # /heatmap</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">    Documents.tsx      # /documents</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">    Opportunities.tsx  # /opportunities</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">    Settings.tsx       # /settings</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">  components/</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">    Layout.tsx         # Sidebar + nav</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">api/</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">  app.py              # FastAPI (NEW)</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">  main.py             # Legacy CLI</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">  static/             # Built React</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">scripts/</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">  deploy-databricks-app.sh</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">  setup-local.sh</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">  test-app.py</span><br/></div></code></pre></div></div>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=api-endpoints>API Endpoints<a href=#api-endpoints class=hash-link aria-label="Direct link to API Endpoints" title="Direct link to API Endpoints" translate=no></a></h2>
<div class="language-text codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-text codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain">GET  /api/health</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">GET  /api/dashboard</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">GET  /api/opportunities?state=CA&topic=fluoride</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">GET  /api/documents?search=dental&page=1</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">POST /api/workflow/start</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">POST /api/advocacy/email/{id}</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">GET  /api/settings</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">PUT  /api/settings</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">GET  /api/agents/status</span><br/></div></code></pre></div></div>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=common-tasks>Common Tasks<a href=#common-tasks class=hash-link aria-label="Direct link to Common Tasks" title="Direct link to Common Tasks" translate=no></a></h2>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=add-new-page>Add New Page<a href=#add-new-page class=hash-link aria-label="Direct link to Add New Page" title="Direct link to Add New Page" translate=no></a></h3>
<ol>
<li class="">Create <code>frontend/src/pages/NewPage.tsx</code></li>
<li class="">Add route in <code>frontend/src/App.tsx</code></li>
<li class="">Add nav item in <code>frontend/src/components/Layout.tsx</code></li>
</ol>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=add-api-endpoint>Add API Endpoint<a href=#add-api-endpoint class=hash-link aria-label="Direct link to Add API Endpoint" title="Direct link to Add API Endpoint" translate=no></a></h3>
<ol>
<li class="">Add route in <code>api/app.py</code></li>
<li class="">Add query in <code>pipeline/delta_lake_queries.py</code></li>
<li class="">Call from frontend with <code>axios.get('/api/...')</code></li>
</ol>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=deploy-changes>Deploy Changes<a href=#deploy-changes class=hash-link aria-label="Direct link to Deploy Changes" title="Direct link to Deploy Changes" translate=no></a></h3>
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain">cd frontend && npm run build && cd ..</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">./scripts/deploy-databricks-app.sh</span><br/></div></code></pre></div></div>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=troubleshooting>Troubleshooting<a href=#troubleshooting class=hash-link aria-label="Direct link to Troubleshooting" title="Direct link to Troubleshooting" translate=no></a></h2>
<table><thead><tr><th>Issue<th>Solution<tbody><tr><td>"Frontend not built"<td><code>cd frontend && npm run build</code><tr><td>"Module not found"<td><code>source venv/bin/activate</code><tr><td>Backend not responding<td>Check port 8000 is free<tr><td>Frontend proxy error<td>Ensure backend running on :8000</table>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=environment-variables>Environment Variables<a href=#environment-variables class=hash-link aria-label="Direct link to Environment Variables" title="Direct link to Environment Variables" translate=no></a></h2>
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain">export DATABRICKS_HOST=https://...</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">export DATABRICKS_TOKEN=dapi...</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">export OPENAI_API_KEY=sk-...</span><br/></div></code></pre></div></div>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=cost-estimate>Cost Estimate<a href=#cost-estimate class=hash-link aria-label="Direct link to Cost Estimate" title="Direct link to Cost Estimate" translate=no></a></h2>
<table><thead><tr><th>Component<th>Cost/hour<th>Cost/month<tbody><tr><td>Databricks App<td>$0.10-0.30<td>$75-225<tr><td>Model Serving<td>$0.10-0.50<td>$75-375<tr><td>Delta Lake<td>-<td>$25-100<tr><td><strong>Total</strong><td><strong>$0.20-0.80</strong><td><strong>$150-700</strong></table>
<p><em>With scale-to-zero, costs drop to near $0 when idle</em></p>
<hr/>
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