Semantica

Semantica is graph-native infrastructure for building context-aware and accountable AI systems. Instead of stuffing everything into isolated vector stores, Semantica organizes knowledge as a persistent graph — entities, relationships, and provenance — so LLMs can ground answers in structured, auditable facts. It ships with a self-hosted server, a Python SDK, and a semantic memory layer designed for agents, RAG pipelines, and multi-step reasoning workflows. Key capabilities include a queryable knowledge graph with temporal facts, built-in memory for agents, retrieval that understands relationships (not just similarity), and full audit trails for every piece of context used in a generation. Everything runs in your own infrastructure via Docker, keeping your data private and your systems accountable.