Working with Images

Lesson Overview

In this video, you'll learn how to work with images in knowledge bases and incorporate them into your workflows. Discover how to leverage AI-generated image descriptions and semantic search to find the most relevant visuals for your content.

• 0:00: Introduction to working with images in knowledge bases
• 0:20: Uploading images and generating descriptions using AI
• 0:40: Searching for relevant images based on semantic similarity
• 0:52: Implementing a simple workflow to select the best image for an article

Key Concepts

Image Support in Knowledge Bases

AirOps knowledge bases now support images, allowing you to store and manage visual content alongside your text-based information. By uploading images to your knowledge base, you can create a centralized repository for all your media assets.

AI-Generated Image Descriptions

When you upload images to your knowledge base, AirOps uses an AI language model to automatically generate detailed descriptions for each image. These descriptions capture the key elements and context of the visuals, making them more discoverable and useful within your workflows.

Semantic Image Search

AirOps enables you to search for images based on semantic similarity to your text input. By leveraging the AI-generated descriptions, you can find the most relevant images for your content, such as articles or blog posts, by simply providing a title or topic.

Key Takeaways

1. AirOps knowledge bases now allow you to store and manage images alongside your text-based content, providing a more comprehensive solution for your media assets.
2. To get started with images in AirOps, create a new knowledge base and upload your desired images. In this example, the user uploaded five football-related photographs.
3. The semantic search capabilities in AirOps allow you to find the most relevant images for your content by simply searching for keywords or topics related to your article or post.
4. When creating a workflow to select the best image for your content, you can pass both the search results and the image URLs to the AI model, allowing it to analyze the visual content and make an informed decision.
5. The incorporation of images in AirOps knowledge bases and workflows opens up new possibilities for creating engaging and visually appealing content. Users are encouraged to explore this feature and find creative ways to leverage images in their projects.