Documentation

Explore architecture, API access, modules, and deployment patterns across VAAS-X.

Core Platform Documentation

Developer Guide

The full reference for everything after Getting Started -- every connector, complete rate-limit behaviour, every error code, and a REST reference for non-Python clients.

  • Full connector and HiveMind reference
  • ArtificialCognition per-modality status
  • Complete error codes and REST API table
Developer Guide

VAAS-X Core

Domain-agnostic episodic memory substrate architecture and deployment guidance.

  • Architecture and core components
  • Performance benchmarks
  • Deployment patterns
Platform Guide

Multi-Shard Architecture

VAAS-X supports horizontal shard deployment. A central router distributes queries across all active shards in parallel, merging ranked results in real time. New domains add as new shards - the substrate scales without architectural changes.

  • Domain-isolated shards
  • Parallel query fan-out with merged results
  • Hot-add: new shards without downtime
Architecture Guide

Core API

REST API for episodic ingest, similarity search, and substrate management.

  • Ingest and search capabilities
  • Auth and integration guidance
  • Evaluator access model
API Overview

Whitepapers

Technical deep dives per use case -- Industrial, Edge & Autonomous Systems, and AI Infrastructure -- each grounded in a real validated deployment.

  • NASA CMAPSS, ESP32, and 35,000+ episode deployments
  • Real SDK code per vertical
  • Honest early-access/roadmap scope
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Reproduction Guides

Step-by-step guides against public datasets and environments -- ingest, query, and check the result yourself with your own API key.

  • NASA CMAPSS, UCI Occupancy, Gymnasium CartPole
  • Real ingest/query code, not pseudocode
  • Independent verification step in every guide
Browse Guides