AI MODEL DEMO

Engineering AI Classifier

Automatically classify engineering descriptions using semantic AI embeddings

AI model will load when you click Classify.
Examples to Try

Copy any example below into the Engineering Description box and click Classify with AI.

Example 1:
Ground G17 changed because ECU position was relocated.

Example 2:
The wiring harness is colliding with the BIW and the routing path must be modified.

Example 3:
Connector locking mechanism was damaged during vehicle assembly.

Example 4:
The edge clip is difficult to remove from the body panel during service.

Example 5:
The ECU mounting position was moved because of a packaging change.

Example 6:
Crimp terminal is not properly locked inside the connector housing.

Example 7:
Wire splice location needs to be changed because of the new harness branch.

Example 8:
The engineering drawing must be updated after the harness design modification.

Example 9:
Harness installation is difficult during vehicle assembly because of limited accessibility.

Example 10:
A new design revision has been released and the engineering change needs implementation.

How does this work?
Engineering Text
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MiniLM AI Model
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Semantic Embedding
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Compare with Categories
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Best Matching Category

The AI converts your engineering description and predefined engineering categories into numerical semantic embeddings. It then compares their meanings using cosine similarity and ranks the categories from most similar to least similar.

Model Information
Model all-MiniLM-L6-v2
Platform Hugging Face
Runtime Transformers.js
Processing Browser