KaifAhmad1 6f726c708f fix: remove non-existent classes and fix wrong API signatures across reference docs ...

- visualization.md: GraphVisualizer → KGVisualizer; fix method names (visualize_network,
  visualize_network_evolution, visualize_snapshot_comparison, visualize_temporal_patterns,
  visualize_2d_projection); remove DistanceVisualizer tab; fix start_explorer() reference
- kg.md: remove TemporalKnowledgeGraph and DistanceCalculator (don't exist); replace with
  TemporalGraphQuery and ConnectivityAnalyzer; fix query_at_time() signature
- ontology.md: remove OntologyManager, SKOSVocabulary, OntologyAligner, OntologyDiff,
  OntologyMigrator (none exist); fix SHACLValidator → OntologyValidator; fix OWLExporter
  → OWLGenerator.export_owl(); fix start_explorer() reference
- evals.md: replace entire file with coming-soon notice (module is a stub, __all__ = [])
- embeddings.md: fix EmbeddingGenerator constructor (takes config dict not model=);
  generate() → generate_embeddings(); similarity() → compare_embeddings()
- ingest.md: fix WebIngestor (rate_limit → delay, ingest() → ingest_url());
  FeedIngestor (ingest() → ingest_feed(), monitor() → monitor_feeds());
  StreamIngestor (backend= constructor → ingest_kafka/rabbitmq/kinesis/pulsar());
  DBIngestor constructor + ingest() → ingest_database(); SnowflakeIngestor.ingest() →
  ingest_query()/ingest_table(); OntologyIngestor.ingest() → ingest_ontology();
  DataSource → FileObject
- explorer.md: remove start_explorer() Python function (only CLI exists);
  replace with semantica-explorer CLI usage
- provenance.md: ActivityTracker → ProvenanceTracker in CardGroup
- semantic_extract.md: EventExtractor → EventDetector
- triplet_store.md: remove InMemoryTripletStore (doesn't exist); fix tip
- llms.md: fix providers (Anthropic/Gemini/Ollama/DeepSeek/NovitaAI → LiteLLM);
  HuggingFace → HuggingFaceLLM; remove create_provider()

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..

change_management.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

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conflicts.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

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context.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

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core.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

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deduplication.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

2026-05-23 23:02:03 +05:30

embeddings.md

fix: remove non-existent classes and fix wrong API signatures across reference docs

2026-05-24 13:11:57 +05:30

evals.md

fix: remove non-existent classes and fix wrong API signatures across reference docs

2026-05-24 13:11:57 +05:30

explorer.md

fix: remove non-existent classes and fix wrong API signatures across reference docs

2026-05-24 13:11:57 +05:30

export.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

2026-05-23 23:02:03 +05:30

graph_store.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

2026-05-23 23:02:03 +05:30

ingest.md

fix: remove non-existent classes and fix wrong API signatures across reference docs

2026-05-24 13:11:57 +05:30

kg.md

fix: remove non-existent classes and fix wrong API signatures across reference docs

2026-05-24 13:11:57 +05:30

llms.md

fix: remove non-existent classes and fix wrong API signatures across reference docs

2026-05-24 13:11:57 +05:30

mcp_server.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

2026-05-23 23:02:03 +05:30

normalize.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

2026-05-23 23:02:03 +05:30

ontology.md

fix: remove non-existent classes and fix wrong API signatures across reference docs

2026-05-24 13:11:57 +05:30

parse.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

2026-05-23 23:02:03 +05:30

pipeline.md

fix: correct API mismatches in pipeline, ingest, and vector_store docs

2026-05-24 12:36:21 +05:30

provenance.md

fix: remove non-existent classes and fix wrong API signatures across reference docs

2026-05-24 13:11:57 +05:30

reasoning.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

2026-05-23 23:02:03 +05:30

seed.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

2026-05-23 23:02:03 +05:30

semantic_extract.md

fix: remove non-existent classes and fix wrong API signatures across reference docs

2026-05-24 13:11:57 +05:30

split.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

2026-05-23 23:02:03 +05:30

triplet_store.md

fix: remove non-existent classes and fix wrong API signatures across reference docs

2026-05-24 13:11:57 +05:30

utils.md

docs: apply full Mintlify component overhaul to all 27 reference pages and concepts.md

2026-05-23 23:02:03 +05:30

vector_store.md

fix: correct API mismatches in pipeline, ingest, and vector_store docs

2026-05-24 12:36:21 +05:30

visualization.md

fix: remove non-existent classes and fix wrong API signatures across reference docs

2026-05-24 13:11:57 +05:30