# Finding relationships in your data with embeddings

DevFeed: [Finding relationships in your data with embeddings](<https://devfeed.tech/articles/finding-relationships-in-your-data-with-embeddings-11777.md>)

Original publisher: [Read original article](<https://incident.io/blog/finding-relationships-in-your-data-with-embeddings>)

Author: Rob Liddle

Published: 2024-01-19T11:18:00Z

Content type: article

Language: en

Sources: [The incident.io Blog](<https://devfeed.tech/sources/the-incident-io-blog.md>)

Topics: [Embeddings](<https://devfeed.tech/topics/embeddings.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [incident](<https://devfeed.tech/topics/incident.md>), [data](<https://devfeed.tech/topics/data.md>), [API](<https://devfeed.tech/topics/api.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [embeddings](<https://devfeed.tech/tags/embeddings.md>), [incident](<https://devfeed.tech/tags/incident.md>), [incident-channel](<https://devfeed.tech/tags/incident-channel.md>), [incident-management](<https://devfeed.tech/tags/incident-management.md>), [incident-response](<https://devfeed.tech/tags/incident-response.md>), [llms](<https://devfeed.tech/tags/llms.md>), [outage](<https://devfeed.tech/tags/outage.md>), [post-mortem](<https://devfeed.tech/tags/post-mortem.md>), [search](<https://devfeed.tech/tags/search.md>), [slack-incident](<https://devfeed.tech/tags/slack-incident.md>), [vector](<https://devfeed.tech/tags/vector.md>)

## AI overview

This developer article explains how vector embeddings can identify relationships in free-text data. It describes using embeddings to find related incidents, enabling quick searches for relevant prior information, learnings, and people, and briefly introduces how text is represented as vectors by a model.

## Source excerpt

Spotting relationships in your data can be hard especially when that data is free text. Here's how we used LLMs and vector embeddings to quickly search through our data for similar topics and even concepts.