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KaifAhmad1andClaude Sonnet 4.6
946a1089c8
- Migrate from mint.json to docs.json (Mintlify v4) - Theme: maple, emerald green + near-black dark / cream light palette (#059669 primary, #0A0A0A dark bg, #FAF7F0 light bg) - Typography: Lexend headings, Inter body - 5-tab navigation: Documentation, Quick Start, API Reference, Cookbook, FAQ - Homepage: removed badge stickers, redundant h2, added blockquote tagline, full 27-module reference table with semantica.mcp_server added - quickstart.md: CodeGroup per pipeline step, pattern vs LLM options, AccordionGroup for patterns and troubleshooting - faq.md: full AccordionGroup structure across 5 sections - reference/explorer.md: NEW — FastAPI explorer, Ontology Hub, Distance Intelligence, CLI reference, REST API endpoints - reference/mcp_server.md: NEW — MCP stdio server, 12 tools with I/O examples, 3 resources, Claude Desktop/VS Code/Windsurf/Cline config - docs.json: explorer added to Output group, mcp_server to Utilities group - Chat, feedback (thumbs/suggest/raise), OG/Twitter metadata, search topbar - All reference pages reformatted with Mintlify JSX components Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
147 lines
2.9 KiB
Markdown
147 lines
2.9 KiB
Markdown
---
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title: "Visualization Module"
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description: "Interactive and static knowledge graph, ontology, embedding, and temporal visualization."
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icon: "chart-bar"
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---
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> Comprehensive visualization suite for knowledge graphs, ontologies, embeddings, and temporal data.
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---
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## GraphVisualizer
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```python
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from semantica.visualization import GraphVisualizer
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viz = GraphVisualizer()
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# Interactive HTML (PyVis)
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viz.visualize(graph, output="graph.html")
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# Static image (Matplotlib)
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viz.visualize(graph, output="graph.png", backend="matplotlib")
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# Open directly in browser
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viz.show(graph)
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```
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---
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## Layout Options
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```python
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viz.visualize(
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graph,
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output="graph.html",
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layout="force_directed", # force_directed | hierarchical | circular | spring
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node_color_by="type", # color nodes by attribute
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edge_label="relation", # show edge labels
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max_nodes=500 # limit for large graphs
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)
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```
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---
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## Ontology Visualization
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```python
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from semantica.visualization import OntologyVisualizer
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viz = OntologyVisualizer()
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viz.visualize(ontology, output="ontology.html")
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# Hierarchy view
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viz.visualize_hierarchy(ontology, output="hierarchy.html")
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```
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---
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## Embedding Visualization
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```python
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from semantica.visualization import EmbeddingVisualizer
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viz = EmbeddingVisualizer()
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# UMAP projection
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viz.visualize(
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embeddings=embeddings,
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labels=labels,
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output="embeddings.html",
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method="umap" # umap | tsne | pca
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)
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```
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---
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## Temporal Visualization
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```python
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from semantica.visualization import TemporalVisualizer
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viz = TemporalVisualizer()
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# Timeline of graph changes
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viz.visualize_timeline(temporal_kg, output="timeline.html")
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# Animated graph evolution
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viz.animate(temporal_kg, output="evolution.html", fps=2)
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```
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---
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## Distance / Ego-Mode Visualization (v0.5.0)
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```python
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from semantica.visualization import DistanceVisualizer
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viz = DistanceVisualizer()
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# Ego-mode: neighborhood of a node colored by distance band
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viz.visualize_ego(
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graph,
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center_node="Apple Inc.",
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output="ego.html",
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radius=0.5
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)
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# Distance matrix heatmap
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viz.visualize_distance_matrix(
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matrix=distance_matrix,
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labels=node_labels,
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output="distance_heatmap.html"
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)
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```
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---
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## Graph Explorer (v0.4.0/v0.5.0)
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The full-featured browser UI — bidirectional path finding, indexed search (0.004ms on 118k nodes), workspace management.
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```python
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from semantica.explorer import start_explorer
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start_explorer(graph=kg, port=8080)
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# Opens at http://localhost:8080
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```
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---
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## See Also
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<CardGroup cols={2}>
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<Card title="Knowledge Graph" icon="diagram-project" href="kg">
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The graph being visualized.
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</Card>
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<Card title="Ontology" icon="sitemap" href="ontology">
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Visualize ontology structure.
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</Card>
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<Card title="Embeddings" icon="vector-square" href="embeddings">
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Visualize embedding space.
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</Card>
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<Card title="Explorer" icon="globe" href="evals">
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Full Knowledge Explorer UI.
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</Card>
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</CardGroup>
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