Aevum Encyclopedia — Technology & Infrastructure

Core Architecture

Modular & Fault-Tolerant

Built on a microservices mesh with event-driven communication, optimized for low-latency knowledge retrieval and high-throughput indexing.

🔗

Graph Database Core

Neo4j & TigerGraph clusters store 2.4M+ entities with multi-hop relationship mapping for contextual discovery.

Cypher / Gremlin

🧠

Vector Embedding Layer

High-dimensional semantic search using custom fine-tuned transformers for cross-lingual concept matching.

Pinecone / Weaviate

⚡

Edge Compute Mesh

30+ global regions with auto-scaling Kubernetes clusters ensuring sub-50ms response times worldwide.

K8s / Terraform

📦

Event-Driven Pipeline

Kafka-backed stream processing for real-time content updates, citation verification, and cache invalidation.

Kafka / Redpanda

AI & NLP Engine

Reasoning Pipeline

Our proprietary LLM stack validates claims, resolves contradictions, and generates structured knowledge graphs in real-time.

aevum-llm/v4 • Inference Cluster

Processing: 4.2M req/min

Ingestion & Normalization

PDF, HTML, and academic corpus parsing with entity extraction and language detection.

Fact Verification

Multi-hop reasoning against primary sources with confidence scoring and citation linking.

Semantic Indexing

Vector embedding generation and graph node creation with relationship weighting.

Query Routing

Intent classification + hybrid search (BM25 + Vector) with result re-ranking.

api_query.js

const response = await aevum.search({
  query: "quantum entanglement applications in cryptography",
  mode: "semantic",
  filters: {
    min_confidence: 0.92,
    languages: ["en", "de", "ja"],
    include_graph: true
  }
});
// Returns structured knowledge nodes with verified citations
                    

Global Infrastructure

Built for Reliability

Enterprise-grade SLAs, redundant failover systems, and transparent uptime monitoring.

99.99%

Uptime SLA

<45ms

Global p95 Latency

12PB

Indexed Knowledge

SOC2

Type II Certified

Developer Resources

Integrate & Build

Access our full knowledge graph, AI reasoning endpoints, and real-time update streams via REST or GraphQL.

📖

REST & GraphQL

Flexible endpoints with auto-generated OpenAPI specs and TypeScript clients.

SDK Available

🔄

Webhooks & Streams

Real-time event streaming for content updates, citation additions, and model re-ratings.

SSE / Kafka

🛡️

Sandbox Environment

Free tier with 10K requests/month. Full dataset access with rate limiting and usage analytics.

No Credit Card

Engineering Knowledge at Planetary Scale