AI MODEL DEMO

Engineering Question Answering AI

Ask questions directly from engineering information using DistilBERT

AI model will load when you click Find Answer.
Examples to Try

Copy the Context and Question from any example below into the boxes above and click Find Answer with AI.

Example 1 - Ground Current

Context:
Ground G17 has a maximum permitted current of 80 A. The current load on G17 is 67 A.

Question:
What is the maximum permitted current for G17?

Information in context: 80 A

Example 2 - Ground Load

Context:
Ground G17 carries 67 A while Ground G21 carries 74 A.

Question:
How much current does Ground G21 carry?

Information in context: 74 A

Example 3 - Connector Terminal

Context:
Connector X102 contains six terminals. Terminal 3 is assigned to ground G21. Terminal 4 supplies the sensor.

Question:
Which terminal is assigned to ground G21?

Information in context: Terminal 3

Example 4 - Routing Change

Context:
The wiring harness originally followed Route A. During packaging validation, a collision with the BIW was detected. Therefore the harness routing was changed to Route B.

Question:
Why was the harness routing changed?

Information in context: A collision with the BIW

Example 5 - Clip Problem

Context:
Edge clip C25 requires excessive removal force. Service technicians reported difficulty removing the clip from the body panel.

Question:
What problem was reported with clip C25?

Information in context: Excessive removal force

Example 6 - Harness Length

Context:
The original harness branch length was 1.8 meters. After the ECU relocation, the new branch length became 2.3 meters.

Question:
What is the new harness branch length?

Information in context: 2.3 meters

Example 7 - Component Limit

Context:
Each ground node can support a maximum of 18 components. Ground G10 currently has 14 components assigned.

Question:
What is the maximum number of components permitted on one ground?

Information in context: 18 components

Example 8 - Drawing Revision

Context:
Drawing revision B was released on Monday. Revision C is currently under technical review and has not yet been released.

Question:
Which drawing revision was released?

Information in context: Revision B

How does this work?
Engineering Context
+
Question
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DistilBERT
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Extracted Answer

The AI receives both the engineering context and your question.

DistilBERT analyses the relationship between the question and the words in the supplied context. It then identifies the text span that it considers the best answer.

This is called Extractive Question Answering. The model extracts an answer from the supplied text rather than generating a completely new answer.

Model Information
Model DistilBERT
Task Question Answering
Training SQuAD
Runtime Transformers.js
Important Limitation

This model does not independently verify engineering facts or design rules.

It searches the supplied context for an answer. If the context is incorrect, incomplete, ambiguous, or does not contain the answer, the model may still return an incorrect text span.