Remove tag bounded-context
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How to Use Generative AI and LLMs to Improve Search

TechEmpower CTO

While traditional search systems are bound by the constraints of keywords, fields, and specific taxonomies, this AI-powered tool embraces the concept of fuzzy searching. When integrated into business search tools, LLMs can drastically reduce the gap between user queries and the most relevant, context-rich results.

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Tenable.io: To control or not to control, that is the question

Tenable

tag filters. This includes network segmentation and tagging. You can filter assets by network or create dynamic tags based on a defined network. Once a Nessus Scanner is bound to a sensor network, any asset discovered or scanned by that scanner will be bound to that sensor network. When Tenable.io

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Spoke AI is using generative AI to pull signal from workplace noise

TechCrunch

It is also offering AI-powered summarization “in the context of search”, per Brenssell — a feature it refers to as a “Generative Knowledge Base” (or “intelligent search”) — in the form of a browser plug-in. Initially, it plans to pilot this with a handful of larger companies.

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7 Best Practices to Use While Annotating Images

Altexsoft

Now, the primary function of data labeling is tagging objects on raw data to help the ML model make accurate predictions and estimations. This metadata is always in the form of tags, which then can be added to various data types like text, images, and video. Bounding boxes. The example of using bounding boxes. 3D cuboids.

3D 59
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How Time Series Databases Work—and Where They Don’t

Honeycomb

Write-time aggregation loses the context of the raw data, making it difficult to answer new questions. Here, we can guess there’s a 15-second collection interval, although in the real world there’s bound to be some jitter where the clock will be off a little here or there. Tagging vs. high cardinality. inc() #.

Metrics 145
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How Metrics Behave in Honeycomb

Honeycomb

Since other systems use metrics as the only data presented to a user, they focus on formatting and a variety of graphical representations to make up for the lack of context. Honeycomb shows metrics alongside relevant queries to add the infrastructure contexts to the application’s performance over a given time range.

Metrics 98
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ORM: avoid using many to many relationships

Apiumhub

Let’s start with a simple example where there are 2 entities: Products and Tags. Products can have multiple tags and tags can have multiple products. Just by invoking product.tags it’s simple to retrieve a list of the tags for the given product; with tag.products we can easily get all the products of a tag.