> ## Documentation Index
> Fetch the complete documentation index at: https://docs.archetypeai.app/llms.txt
> Use this file to discover all available pages before exploring further.

# Example Projects

> Open-source demo projects built on the Direct Query API — clone them as starting templates for vision, text reasoning, and time-series applications.

These public repositories demonstrate real applications built on the [Direct Query API](/api-reference/query) with the Newton Fusion and Omega models. Each is a complete, runnable project — clone one as a starting template for your own use case.

If you're new to the platform, run the [Developer Quickstart](/introduction/getting-started) first: it covers the same patterns at their smallest scale. To build with a coding agent, the [Agent Skills](/for-agents/agent-skills) teach these patterns directly.

## Vision & Text Reasoning (Newton Fusion)

<CardGroup cols={2}>
  <Card title="Traffic Analysis" icon="traffic-light" href="https://github.com/archetypeai/archetypeai-traffic-demo">
    Live Caltrans CCTV analysis — samples a burst of frames per interval and sends them as one multi-frame query to reason over flow, incidents, and conditions.
  </Card>

  <Card title="Wildfire Detection" icon="fire" href="https://github.com/archetypeai/archetypeai-wildfire-demo">
    Wildfire detection across 1,200+ ALERTCalifornia cameras — per-camera smoke, fire, and haze assessment plus zone Q\&A.
  </Card>

  <Card title="Earthquake Monitoring" icon="house-crack" href="https://github.com/archetypeai/archetypeai-earthquake-demo">
    Real-time USGS feed → text reasoning over structured seismic data: aftershock sequences, clustering, regional-risk ranking.
  </Card>

  <Card title="Power Grid Analysis" icon="bolt" href="https://github.com/archetypeai/archetypeai-grid-demo">
    California power grid (CAISO supply/demand) → reasoning on duck-curve dynamics, ramp, renewable share, and grid-stress risk.
  </Card>

  <Card title="WiFi Occupancy" icon="wifi" href="https://github.com/archetypeai/archetypeai-wifi-demo">
    "Is anyone home?" — occupancy inference from residential WiFi device telemetry, with per-window verdicts shown against ground truth.
  </Card>
</CardGroup>

## Time-Series Embeddings (Newton Omega)

<CardGroup cols={2}>
  <Card title="Water Treatment Anomalies" icon="droplet" href="https://github.com/archetypeai/archetypeai-swat-demo-direct-query">
    Six-stage water-treatment-plant anomaly dashboard: per-channel Omega embeddings + client-side KNN, with embedding views and per-stage accuracy badges.
  </Card>

  <Card title="Wind Turbine Faults" icon="wind" href="https://github.com/archetypeai/archetypeai-wind-turbine-demo">
    Wind-farm SCADA data: detects a real frequency-converter fault against a healthy peer turbine using a leakage-free n-shot library.
  </Card>

  <Card title="Drilling State Classification" icon="gear" href="https://github.com/archetypeai/archetypeai-drilling-demo">
    Drilling state classification from 14 North Sea wells, evaluated live against ground truth.
  </Card>
</CardGroup>

<Tip>
  If you build something with these patterns, open a PR against [agent-skills](https://github.com/archetypeai/agent-skills) to share what you learned — the empirical gotchas documented there came from real production runs.
</Tip>