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Neural Architecture

Built for
Infinite Scale.

The Nythexa core is a distributed, vector-graph intelligence engine capable of parsing millions of organizational signals in real-time.

1. Tensor Routing

Dynamic allocation of compute resources. When complex logic is required, the query is routed to heavy parameter models. For quick data retrieval, it hits the fast-cache vector store.

2. Memory Layers

Agents possess both short-term context windows (for immediate conversation) and long-term infinite memory (synced to your secure PostgreSQL/pgvector cluster).

3. Autonomous Splitting

If a task is too large, the Core splits it into sub-tasks and spawns ephemeral sub-agents to handle parallel processing before aggregating the results.

4. Action Parsing

Translates natural language decisions into strictly typed API calls (REST/GraphQL) capable of mutating state in external enterprise systems safely.

Network Performance Benchmarks

12ms

Median Latency

99.99%

Uptime SLA

50M+

Nodes Synced

Developer Ready

Interact with the core using our strongly-typed TypeScript SDK.

import { NythexaClient } from '@nythexa/sdk';

const nyx = new NythexaClient({ apiKey: process.env.NYX_KEY });

// Initialize an autonomous route mapping
const route = await nyx.graphs.mapDecision({
  intent: 'Deploy v2.4 staging',
  constraints: ['Require QA approval', 'Check Datadog alarms']
});

// Execute the graph
await route.execute();
Physical Layer

Hardware Acceleration

H100 Tensor Clusters

Our global data centers run on highly interconnected NVIDIA H100 GPU clusters utilizing NVLink switches. This provides 3.35 TB/s of bisection bandwidth, allowing our foundation models to shard cleanly without memory bottlenecking.

Custom TPU v5e Shards

For cost-effective, high-throughput inference tasks (like routing, entity extraction, and classification), we utilize Google TPU v5e pods. This hybrid GPU/TPU architecture allows us to serve enterprise demands with 4x the efficiency of standard cloud deployments.

Core Specifications

Parameter Nyx-7B (Edge) Nyx-70B (Core) Nyx-Command (MoE)
Context Window 32k tokens 128k tokens 1M+ tokens
Architecture Dense Transformer Dense Transformer Mixture of Experts (8x22B)
Primary Use Case Routing & Extraction Reasoning & Coding Autonomous Operations
Deployment SaaS / Local SaaS / VPC SaaS / Air-Gapped Bare Metal