[SPECIMEN-CATALOG // INDUSTRIAL AUTOMATION]

Deterministic intelligence for industrial machinery.

Zero-hallucination technical support and datasheet exploration for motors, sensors, PLCs, and variable frequency drives with verifiable footnote citations.

Start Technical Query →Inspect Architecture ↓

PARSING FIDELITYDocling LayoutPreserves tabular structures

LOCAL VECTOR ONNX768 Dimensionsnomic-embed-text-v1.5

CROSS-ENCODER GATEθ ≥ 0.65 CutoffFlashRank CPU reranking

FAILOVER REDUNDANCYGemini + GroqAutomatic 429 failover

SYSTEM ARCHITECTURE & RAG PIPELINE

How Contexure guarantees deterministic accuracy.

STAGE 01 // Ingestion Engine

Docling Layout Parser

Extracts complex industrial datasheet layouts, multi-column tables, electrical ratings, and section hierarchies into clean structured markdown.

✓Table-aware extraction preserving cell row/column coordinates

✓Hierarchical heading detection (# H1, ## H2, ### H3)

✓Page number mapping for verifiable footnote citation grounding

Zero-Cost Infrastructure Stack100% Verifiable Citations

DATA SPECIMENparser.json

# Parsed Table Output (Docling)
| Parameter | Rating | Unit |
|---|---|---|
| Rated Output | 15.0 | kW |
| Efficiency Class | IE3 | Premium |
| Operating Voltage | 400 | V (50Hz) |

Active Pipeline Stage Verified

CURATED SPECIMEN CATALOG

Indexed industrial equipment datasheets.

Industrial equipment documentation indexed and verified for zero-hallucination footnote citations.

SiemensAC Induction Motor

SIMOTICS 1LE1

15 kW Rated Output Power
1475 RPM Rated Speed · 97 Nm Torque
IE3 Premium Efficiency Class
IP55 Protection · Cast Iron 160M

Qdrant Indexed & VerifiedQuery Datasheet →

ABBVariable Frequency Drive

ACS580 VFD

37 kW Heavy-Duty Output
380V–480V 3-Phase AC Input
Integrated Modbus RTU & Safe Torque Off (STO)
Built-in EMC Filter Category C2

Qdrant Indexed & VerifiedQuery Datasheet →

OmronInductive Proximity Sensor

E2E Proximity Sensor

5mm to 10mm Sensing Distance
12V–24V DC Operating Voltage
NPN Normally Open (NO) Output
IP67 / IP69K Washdown Rated Housing

Qdrant Indexed & VerifiedQuery Datasheet →

Mitsubishi ElectricProgrammable Logic Controller

MELSEC iQ-R Series

0.98 ns Basic Instruction Execution
CC-Link IE TSN Gigabit Industrial Ethernet
Multi-CPU synchronized motion control
Security key authentication & IP filtering

Qdrant Indexed & VerifiedQuery Datasheet →

INTERACTIVE RAG SANDBOX & GUARDRAIL PROBE

Test confidence cutoffs live.

Sample Presets: