Introduction and Key Features

<h2 id="introduction-to-geode" class="position-relative d-flex align-items-center group"> <span>Introduction to Geode</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="introduction-to-geode" aria-haspopup="dialog" aria-label="Share link: Introduction to Geode"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h2><div id="headingShareModal" class="heading-share-modal" role="dialog" aria-modal="true" aria-labelledby="headingShareTitle" hidden> <div class="hsm-dialog" role="document"> <div class="hsm-header"> <h2 id="headingShareTitle" class="h6 mb-0 fw-bold">Share this section</h2> <button type="button" class="hsm-close" aria-label="Close"> <i class="fa-solid fa-xmark"></i> </button> </div> <div class="hsm-body"> <label for="headingShareInput" class="form-label small text-muted mb-1 text-uppercase fw-bold" style="font-size: 0.7rem; 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const icon=copyBtn.querySelector('i'); if(!icon) return; const prev=copyBtn.getAttribute('data-prev')||icon.className; if(!copyBtn.getAttribute('data-prev')) copyBtn.setAttribute('data-prev',prev); icon.className= ok ? 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Built with Zig for performance and reliability, Geode provides QUIC+TLS transport, ACID transactions, and comprehensive enterprise security features.</p> <h3 id="what-geode-is" class="position-relative d-flex align-items-center group"> <span>What Geode Is</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="what-geode-is" aria-haspopup="dialog" aria-label="Share link: What Geode Is"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><p>Geode is a production-ready graph database that combines:</p> <ul> <li><strong>ISO/IEC 39075:2024 compliance</strong> (see conformance profile)</li> <li><strong>Enterprise-grade security</strong> with authentication, encryption (TDE/FLE), and audit logging</li> <li><strong>QUIC+TLS transport</strong> for modern, secure, multiplexed connections</li> <li><strong>Built with Zig</strong> for memory safety and performance</li> <li><strong>Distributed query coordination</strong> supporting federated execution across shards</li> </ul> <h3 id="core-differentiators" class="position-relative d-flex align-items-center group"> <span>Core Differentiators</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="core-differentiators" aria-haspopup="dialog" aria-label="Share link: Core Differentiators"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3> <h4 id="standards-compliance-gql" class="position-relative d-flex align-items-center group"> <span>Standards Compliance (GQL)</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="standards-compliance-gql" aria-haspopup="dialog" aria-label="Share link: Standards Compliance (GQL)"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Geode maintains 100% ISO/IEC 39075:2024 GQL compliance:</p> <ul> <li>✅ MATCH pattern syntax with variable-length paths (bounded expansions)</li> <li>✅ Aggregations (COUNT, SUM, AVG, MIN, MAX, GROUP BY)</li> <li>✅ Set operations (UNION, INTERSECT, EXCEPT)</li> <li>✅ Path helper functions (<code>length()</code>, <code>nodes()</code>, <code>relationships()</code>)</li> <li>✅ Deterministic ordering and pagination policies (see conformance profile)</li> </ul> <p><strong>Why it matters</strong>: Standards alignment keeps queries portable and semantics predictable, with a clearly documented conformance scope.</p> <h4 id="transaction-integrity" class="position-relative d-flex align-items-center group"> <span>Transaction Integrity</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="transaction-integrity" aria-haspopup="dialog" aria-label="Share link: Transaction Integrity"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p><strong>MVCC (Multi-Version Concurrency Control) + SSI (Serializable Snapshot Isolation)</strong>:</p> <ul> <li>True ACID semantics with serializable isolation</li> <li>Optimistic concurrency control with conflict detection</li> <li>Write-Ahead Log (WAL) for point-in-time recovery</li> <li>Storage-level checksumming for data integrity</li> <li>Session persistence across queries</li> </ul> <p><strong>Why it matters</strong>: Your graph data maintains consistency even under high concurrency, with the strongest isolation guarantees available.</p> <h4 id="index-breadth" class="position-relative d-flex align-items-center group"> <span>Index Breadth</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="index-breadth" aria-haspopup="dialog" aria-label="Share link: Index Breadth"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Geode provides specialized indexing for diverse workloads:</p> <ul> <li><strong>B-tree indexes</strong>: Range queries and sorting</li> <li><strong>Hash indexes</strong>: Fast equality lookups</li> <li><strong>Full-text search</strong>: BM25 ranking with tokenization</li> <li><strong>Spatial indexes</strong>: R-tree for geographic queries (LatLon, GeoPoint)</li> <li><strong>Vector similarity</strong>: HNSW (Hierarchical Navigable Small World) with SIMD acceleration</li> <li><strong>Specialized indexes</strong>: JSON path indexing, Patricia trie for network addresses, interval trees</li> </ul> <p><strong>Cost-Based Optimizer (CBO)</strong> and <strong>IndexOptimizer</strong> automatically select the best index for each query based on statistics and cardinality estimates.</p> <p><strong>Why it matters</strong>: No matter your query pattern—text search, geospatial, vector similarity, or graph traversal—Geode has a specialized index to accelerate it.</p> <h4 id="security-stack" class="position-relative d-flex align-items-center group"> <span>Security Stack</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="security-stack" aria-haspopup="dialog" aria-label="Share link: Security Stack"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Enterprise security features built-in, not bolted-on:</p> <ul> <li><strong>Authentication</strong>: RBAC/ABAC with Argon2id password hashing, MFA support</li> <li><strong>Enhanced Row-Level Security (RLS)</strong>: Policy-based access control (SELECT/INSERT/UPDATE/DELETE policies)</li> <li><strong>Transparent Data Encryption (TDE)</strong>: Disk and WAL encryption with AES-256-GCM</li> <li><strong>Field-Level Encryption (FLE)</strong>: Selective encryption with blind indexes for searchable encrypted data</li> <li><strong>Audit Logging</strong>: Tamper-evident logs with hash chaining, cryptographic signatures, and tracing IDs</li> <li><strong>KMS Integration</strong>: Multiple provider support (Vault, AWS KMS, environment-based)</li> </ul> <p><strong>Why it matters</strong>: Meet compliance requirements (GDPR, HIPAA, PCI) with battle-tested security controls, not custom implementations.</p> <h4 id="distributed-query-coordination" class="position-relative d-flex align-items-center group"> <span>Distributed Query Coordination</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="distributed-query-coordination" aria-haspopup="dialog" aria-label="Share link: Distributed Query Coordination"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p>Execute queries across federated graphs and sharded datasets:</p> <ul> <li><strong>Federated execution</strong>: Coordinate queries across multiple Geode instances</li> <li><strong>Result merging</strong>: Combine results from distributed shards with deterministic ordering</li> <li><strong>EXPLAIN FEDERATION</strong>: Visualize distributed query plans</li> </ul> <p><strong>Why it matters</strong>: Scale beyond a single node while maintaining GQL query semantics and transactional integrity.</p> <h3 id="feature-highlights" class="position-relative d-flex align-items-center group"> <span>Feature Highlights</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="feature-highlights" aria-haspopup="dialog" aria-label="Share link: Feature Highlights"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3> <h4 id="if-you-care-about" class="position-relative d-flex align-items-center group"> <span>If you care about</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="if-you-care-about" aria-haspopup="dialog" aria-label="Share link: If you care about"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><p><strong>Vector similarity search</strong> → Geode supports HNSW vector indexing with SIMD-accelerated distance calculations.</p> <p><strong>Full-text ranking</strong> → BM25 integration provides relevance scoring with optimizer awareness for efficient query planning.</p> <p><strong>Graph algorithms</strong> → Built-in support for centrality (PageRank, betweenness), community detection, shortest paths, and ML embeddings (Node2Vec, GraphSAGE, DeepWalk).</p> <p><strong>Spatial queries</strong> → Geographic types (LatLon, GeoPoint) with R-tree indexing for location-based queries.</p> <p><strong>Data types</strong> → 50+ specialized types including vectors (VectorF32/VectorI32), timestamps with timezone support, JSON/JSONB, binary data (Bytea), network addresses (IpAddr, Subnet), cryptographic hashes, and UUIDs.</p> <p><strong>Performance</strong> → Memory-mapped I/O, cost-based query optimization, and SIMD acceleration for hot paths.</p> <p><strong>Compliance and governance</strong> → 1,735 CANARY governance markers tracking 2,190+ requirements with evidence-based development methodology.</p> <h3 id="architecture-at-a-glance" class="position-relative d-flex align-items-center group"> <span>Architecture at a Glance</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="architecture-at-a-glance" aria-haspopup="dialog" aria-label="Share link: Architecture at a Glance"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><p>Geode’s architecture is designed for performance and reliability:</p> <ul> <li><strong>Storage Engine</strong>: Memory-mapped I/O with page-level checksums</li> <li><strong>Query Engine</strong>: Cost-based optimizer with index-aware rewriting</li> <li><strong>Transaction Manager</strong>: MVCC with write-ahead logging</li> <li><strong>Security Layer</strong>: Policy-driven RLS evaluation with encryption</li> <li><strong>Transport</strong>: QUIC+TLS for secure, multiplexed connections (no TCP fallback)</li> </ul> <p>For architectural details, see the <a href="/docs/architecture/" >Architecture</a> pages.</p> <h3 id="when-to-choose-geode" class="position-relative d-flex align-items-center group"> <span>When to Choose Geode</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="when-to-choose-geode" aria-haspopup="dialog" aria-label="Share link: When to Choose Geode"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><p>Geode is ideal for:</p> <ul> <li><strong>OLTP graph workloads</strong> requiring strong isolation and ACID guarantees</li> <li><strong>Compliance-driven environments</strong> needing audit trails, encryption, and policy controls</li> <li><strong>Hybrid workloads</strong> combining graph traversal with vector similarity or full-text search</li> <li><strong>Standards-based applications</strong> leveraging portable GQL queries</li> <li><strong>Distributed systems</strong> requiring federated query coordination</li> </ul> <p>Geode may not be the best fit for:</p> <ul> <li>Simple key-value workloads (consider Redis or similar)</li> <li>Pure analytics workloads without transactional requirements (consider graph analytics engines)</li> <li>Extremely high-write scenarios requiring eventual consistency (Geode prioritizes consistency over availability)</li> </ul> <h3 id="production-readiness" class="position-relative d-flex align-items-center group"> <span>Production Readiness</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="production-readiness" aria-haspopup="dialog" aria-label="Share link: Production Readiness"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><p><strong>Current Status</strong>: Stable release line (<strong>v0.2.18</strong>)</p> <ul> <li><strong>Test Coverage</strong>: 97.4% pass rate (1,644/1,688 integration tests)</li> <li><strong>Unit Tests</strong>: 100% pass rate (393/393 tests)</li> <li><strong>GQL conformance profile</strong>: see conformance profile</li> <li><strong>Governance</strong>: 1,735 CANARY markers tracking requirements with evidence</li> </ul> <p><strong>Architecture</strong>:</p> <ul> <li>Memory-mapped I/O for efficient storage access</li> <li>SIMD-accelerated vector distance calculations</li> <li>Cost-based query optimization with statistics</li> </ul> <h3 id="next-steps" class="position-relative d-flex align-items-center group"> <span>Next Steps</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="next-steps" aria-haspopup="dialog" aria-label="Share link: Next Steps"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><p>Ready to get started?</p> <ul> <li><strong><a href="/docs/get-started/" >Installation & Quick Start</a> </strong> - Get Geode running in minutes</li> <li><strong><a href="/docs/gql/guide" >GQL Guide</a> </strong> - Learn the query language with executable examples</li> <li><strong><a href="/docs/model/data-model-and-types" >Data Model and Types</a> </strong> - Understand the property graph model</li> <li><strong><a href="/docs/security/overview" >Security Guide</a> </strong> - Configure authentication and encryption</li> </ul> <p>Explore use cases:</p> <ul> <li><strong><a href="/docs/use-cases/overview" >Use Case Guides</a> </strong> - Real-world domain modeling patterns</li> </ul> <p>Join the community:</p> <ul> <li><strong>GitHub</strong>: <a href="https://github.com/codeprosorg/geode" aria-label="https://github.com/codeprosorg/geode – opens in new window" target="_blank" rel="noopener noreferrer" >https://github.com/codeprosorg/geode <span aria-hidden="true" class="external-icon">↗</span> </a> </li> <li><strong>Documentation</strong>: <a href="https://geodedb.com/docs" >https://geodedb.com/docs</a> </li> <li><strong>Discord</strong>: Community chat and support</li> </ul>