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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>
2.9 KiB
2.9 KiB
title, description, icon
| title | description | icon |
|---|---|---|
| Visualization Module | Interactive and static knowledge graph, ontology, embedding, and temporal visualization. | chart-bar |
Comprehensive visualization suite for knowledge graphs, ontologies, embeddings, and temporal data.
GraphVisualizer
from semantica.visualization import GraphVisualizer
viz = GraphVisualizer()
# Interactive HTML (PyVis)
viz.visualize(graph, output="graph.html")
# Static image (Matplotlib)
viz.visualize(graph, output="graph.png", backend="matplotlib")
# Open directly in browser
viz.show(graph)
Layout Options
viz.visualize(
graph,
output="graph.html",
layout="force_directed", # force_directed | hierarchical | circular | spring
node_color_by="type", # color nodes by attribute
edge_label="relation", # show edge labels
max_nodes=500 # limit for large graphs
)
Ontology Visualization
from semantica.visualization import OntologyVisualizer
viz = OntologyVisualizer()
viz.visualize(ontology, output="ontology.html")
# Hierarchy view
viz.visualize_hierarchy(ontology, output="hierarchy.html")
Embedding Visualization
from semantica.visualization import EmbeddingVisualizer
viz = EmbeddingVisualizer()
# UMAP projection
viz.visualize(
embeddings=embeddings,
labels=labels,
output="embeddings.html",
method="umap" # umap | tsne | pca
)
Temporal Visualization
from semantica.visualization import TemporalVisualizer
viz = TemporalVisualizer()
# Timeline of graph changes
viz.visualize_timeline(temporal_kg, output="timeline.html")
# Animated graph evolution
viz.animate(temporal_kg, output="evolution.html", fps=2)
Distance / Ego-Mode Visualization (v0.5.0)
from semantica.visualization import DistanceVisualizer
viz = DistanceVisualizer()
# Ego-mode: neighborhood of a node colored by distance band
viz.visualize_ego(
graph,
center_node="Apple Inc.",
output="ego.html",
radius=0.5
)
# Distance matrix heatmap
viz.visualize_distance_matrix(
matrix=distance_matrix,
labels=node_labels,
output="distance_heatmap.html"
)
Graph Explorer (v0.4.0/v0.5.0)
The full-featured browser UI — bidirectional path finding, indexed search (0.004ms on 118k nodes), workspace management.
from semantica.explorer import start_explorer
start_explorer(graph=kg, port=8080)
# Opens at http://localhost:8080