semantica
Graph-Native Infrastructure for Context and Accountable AI Systems
Learn how to track source provenance for entities in Semantica. Discover how the ProvenanceManager class ensures cryptographic integrity, confidence scores, and full lineage chains for your knowledge graph data.
How to Build a Causal Decision Chain with Provenance in SemanticaLearn how to build a causal decision chain with provenance in Semantica. Model decisions, link them with causal edges, and use CausalChainAnalyzer for secure audit trails.
Which LLM Providers Are Supported by Semantica's Vendor-Neutral Facade?Explore Semantica's vendor-neutral facade supporting nine LLM providers including OpenAI, Anthropic, and Google Gemini. Standardize LLM access with a unified interface.
Is Semantica Deterministic by Default? LLM Integration and Architecture ExplainedDiscover if Semantica is deterministic by default. Learn how its LLM integration and architecture ensure controlled, predictable AI operations for your projects.
How to Execute a Pipeline Defined with Semantica’s DSL: CLI and YAML GuideLearn to execute pipelines defined with Semantica's DSL using the CLI. Follow this guide to run your workflow via YAML configuration for efficient execution.
Available Step Types in Semantica's Pipeline DSL: Complete ReferenceExplore Semantica's pipeline DSL step types including built-in, conflict-detection, and custom options. Discover all available steps for your pipelines.
How to Use the Pipeline DSL in Semantica to Compose AI WorkflowsLearn to compose AI workflows using Semantica's Pipeline DSL. Easily declare steps, configure parameters, and manage dependencies with a fluent, chainable syntax.
How Semantica Prevents Silent Overwrites in Data: A Deep Dive into Defensive ArchitectureDiscover how Semantica prevents silent data overwrites using explicit flags, exception handling, and collision detection for robust data integrity.
Conflict Resolution Strategies in Semantica: Detection and Reconciliation MethodsExplore Semantica's eight conflict detection strategies and three resolution approaches for automatic knowledge graph reconciliation. Resolve value, type, relationship, and temporal inconsistencies.
How Semantica Detects and Resolves Conflicts Before DeduplicationLearn how Semantica's ConflictDetector and ConflictResolver identify and fix value type temporal and logical clashes before deduplication, ensuring data integrity.
How to Swap Vector Store Backends in Semantica Without Code ChangesEffortlessly swap Semantica vector store backends without code changes. Simply update the backend string and config in the VectorStore façade for seamless integration.
What RDF and LPG Graph Stores Does Semantica Support? A Complete Backend GuideSemantica supports Neo4j, FalkorDB, Neptune, AGE for LPG and RDF4J, Blazegraph, Jena, Oxigraph, Anzo for RDF. Explore this backend guide for seamless integration.
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