Aevum Frameworks — Architecture & Documentation

Core Frameworks

Each framework operates independently but integrates seamlessly into the unified knowledge pipeline. Designed for extensibility, auditability, and scale.

📐

Aevum Schema

Ontology-driven content modeling. Defines hierarchical taxonomies, entity relationships, and metadata standards for consistent knowledge representation.

JSON-LD RDF v3.1

🧠

Aevum Neural

Context-aware reasoning engine. Performs cross-referencing, contradiction detection, and semantic linking across millions of articles in real-time.

Transformer Graph-ML v2.8

🛡️

Aevum Verify

Multi-stage fact-checking pipeline. Cross-validates claims against primary sources, academic databases, and historical records with confidence scoring.

Citation-Graph Audit-Log v3.3

🌐

Aevum Sync

Real-time multilingual synchronization. Maintains semantic parity across 140+ languages while preserving cultural context and disciplinary terminology.

NMT Locale-Adaptive v2.5

🕸️

Aevum Graph

Dynamic knowledge graph constructor. Maps conceptual relationships, temporal evolution, and interdisciplinary connections for visual & programmatic exploration.

Property-Graph Cypher v3.0

⚡

Aevum API

Developer integration layer. RESTful & GraphQL endpoints for querying, contributing, and extending framework functionality with webhooks & SDKs.

GraphQL OAuth2 v4.1

Processing Pipeline

Data flows through standardized stages, ensuring consistency, verification, and semantic enrichment before publication.

1. Ingestion

Raw content & citations

2. Schema Mapping

Ontology alignment

3. Neural Review

Context & contradiction check

4. Verification

Source validation & scoring

5. Graph Sync

Relationship mapping

6. Localization

Multilingual parity

7. Publish

Edge delivery & index

Integration Example

Query the Aevum Frameworks API to retrieve verified knowledge graph nodes with confidence metrics.

                GraphQL
# Fetch verified entity with citation trail
query GetKnowledgeNode($id: ID!, $locale: String = "en-US") {
  node(id: $id) {
    title(locale: $locale)
    confidenceScore
    verificationTier
    citations(first: 5) {
      source
      year
      trustRating
    }
    relatedNodes(depth: 2) {
      id
      relationship
      weight
    }
  }
}
            

Documentation & Resources

Comprehensive guides, reference materials, and developer tools for implementing Aevum Frameworks.

Resource	Type	Status	Link
Aevum Schema Specification	Standard	Stable	/docs/schema
Neural Pipeline Configuration	Guide	Stable	/docs/neural-config
Verification Score Algorithm	Whitepaper	Stable	/research/verify-algo
Graph Query Reference	API Docs	Beta	/api/graph
Locale Adaptation Guidelines	Manual	Stable	/docs/localization
Framework Changelog	Release Notes	Live	/changelog