v4.2.0 Production Stable

Architecture & Performance Benchmarks

Transparent engineering behind the world's most reliable AI-enhanced knowledge infrastructure. Open telemetry, verified throughput, and academic-grade accuracy at scale.

<42ms p95 Latency
12.4M QPS Peak
99.994% Uptime (YTD)
140+ Languages
System Design

Data & Inference Pipeline

A distributed, event-driven architecture optimized for low-latency retrieval, real-time fact verification, and global edge caching.

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Ingestion Layer

Apache Kafka + Flink streams processing 850K+ events/sec

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AI Verification

Custom LLM ensemble + RAG fact-checking pipeline

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Knowledge Graph

Neo4j + Vector DB hybrid indexing (2.4B edges)

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Edge Delivery

Cloudflare Workers + Redis Cluster caching

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Global API

GraphQL Federation + REST fallback endpoints

View Full Architecture Diagram ↗
Verified Metrics

Performance Benchmarks

Independent audit results (Q3 2025) measuring query speed, throughput, accuracy, and system resilience under load.

Median Query Latency

38ms
Global Edge Cache Hit: 94.2%vs 89ms avg

Peak Throughput

12.4M QPS
Auto-scaled across 42 regionsvs 8.1M QPS avg

Fact-Check Accuracy

99.1%
Triple-source verificationvs 94.7% avg

Index Build Time (10M docs)

4.2 min
Parallel GPU vector embeddingvs 18.5 min avg

Multi-lingual Coverage

140+
Neural MT + Localized reviewvs 45 avg

Uptime SLA (2025)

99.994%
Active-active failovervs 99.9% avg

Latency Comparison (ms) - Complex Semantic Queries

Aevum
Industry Avg
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Infrastructure

Technical Stack

Battle-tested technologies chosen for reliability, developer velocity, and academic-grade compliance.

Frontend & Edge

  • Next.js 14 + React Server Components
  • TypeScript + Tailwind CSS
  • Cloudflare Workers & R2
  • Vercel Analytics & Edge Config

Backend & API

  • Go (Gin) + GraphQL Federation
  • gRPC microservices mesh
  • PostgreSQL (Citus) + TimescaleDB
  • Redis Cluster + Memcached

AI & ML Pipeline

  • PyTorch + Hugging Face Transformers
  • LangChain + Custom RAG orchestrator
  • Milvus + Weaviate (Vector DB)
  • Ray Serve for model inference

Observability & Ops

  • Prometheus + Grafana + Jaeger
  • Kubernetes (EKS/GKE) + Istio
  • Terraform + Ansible
  • Sentry + PagerDuty

Ready to Integrate?

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