Using pgvector To Locate Similarities In Enterprise Data

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Using pgvector To Locate Similarities In Enterprise Data
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Harness the power of word vectors and similarity searches to help discover data correlations with enterprise data to assist with a marketing campaign.

Software engineers occupy an exciting place in this world. Regardless of the tech stack or industry, we are tasked with solving problems that directly contribute to the goals and objectives of our employers. As a bonus, we get to use technology to mitigate any challenges that come into our crosshairs. For this example, I wanted to focus on how – an open-source vector similarity search for Postgres – can be used to identify data similarities that exist in enterprise data.

industries Introduce a Spring Boot Service This was the point where my passion as a software engineer jumped into high gear because I had everything in place to solve the challenge at hand. Next, using Spring Boot 3.2.2 and Java 17, I created the project in IntelliJ IDEA with the following Maven dependencies: similarity-search-sfdc org.springframework.boot spring-boot-starter-actuator org.springframework.boot spring-boot-starter-data-jpa org.springframework.boot spring-boot-starter-web com.

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