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How can a developer create a detailed list of search terms for an AI model?

A developer must create a comprehensive list of seed terms. These terms guide an AI model to find relevant images and related search queries. The list ensures the AI model gathers a wide and accurate dataset.

By Pawan Nayar · from the LLOS AI Learning record

The rule

A developer must create a comprehensive list of seed terms.

These terms guide an AI model to find relevant images and related search queries. The list ensures the AI model gathers a wide and accurate dataset.

A developer creates a 'seed taxonomy.' This is a large, organized list of words and phrases. The AI model uses these terms to search for images. The AI model also uses them to find related search queries from other platforms. This method helps the AI model collect a rich and varied dataset.

A developer needs an AI model to find images and related searches for 'food.' The developer creates a seed taxonomy. This taxonomy includes categories like 'Fine Dining,' 'Baking Bread,' 'Cooking Dinner,' and 'Morning Coffee.' The AI model uses these specific terms. It then finds many relevant images and user search queries. Without this detailed list, the AI model might miss important visual information.

Words you'll need

Resolved from this lesson's own record — real definitions, not invented for this page.

Prompt Engineering

Crafting questions to get better AI responses

Feature Engineering

Creating inputs for AI models from raw data

Data Labeling

Tagging data for AI training

Data Annotation

Humans labeling examples so AI learns what to recognize

Questions people ask

More from the same record, pulled by shared topic — not written new for this page.

How should a developer structure new content for a system?

A developer needs a full specification document. This document describes how to build new content.

How should a developer write Markdown files for a project that uses AI?

A developer writes Markdown files for a human. The files should explain ideas clearly.

How should an AI system organize its knowledge for content generation?

An AI system can organize its knowledge into three levels. Level 1 holds basic information like names or words.

What is the difference between tags and keywords for an AI model's questions?

Tags help a system decide which group of users should get a question. They act like filters.

What to remember

A developer must create a comprehensive list of seed terms. These terms guide an AI model to find relevant images and related search queries. The list ensures the AI model gathers a wide and accurate dataset.