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Knowledge graphs
Dgraph
GraphQL-native graph database with built-in vector search and ACID transactions for modern AI applications.
Overview
Dgraph combines a distributed graph database with a native GraphQL API, allowing developers to model relationships and embeddings in a single schema. It supports hybrid graph-vector queries, full-text search, and event-driven updates, making it well-suited for dynamic knowledge graphs powering AI agents. The open-source version includes most core features, with optional managed cloud tiers.
Best for
- Frontend-heavy AI apps needing GraphQL-to-graph direct mapping
- Real-time agent memory systems requiring low-latency graph updates
Trade-offs
vs ArangoDB
Dgraph for GraphQL-first development and cleaner schema enforcement; ArangoDB for multi-model flexibility beyond graphs
What XeroHack pre-wires
When you pick Dgraph in the interview, the engine emits these files into your scaffold:
- GraphQL schema generator with vector index directives
- TypeScript/Python client with auto-sync resolvers
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