· May 16 2m read

Search for companies using smart search engines

The introduction of InterSystems' "Vector Search" marks a paradigm shift in data processing. This cutting-edge technology employs an embedding model to transform unstructured data, such as text, into structured vectors, resulting in significantly enhanced search capabilities. Inspired by this breakthrough, we've developed a specialized search engine tailored to companies.

We harness generative artificial intelligence to generate comprehensive summaries of these companies, delivering users a powerful and informative tool.

Companies Search is a API REST, harnesses InterSystems Vector Search to extract company information from a vector database using keywords. This database, sourced from a Kaggle dataset Glassdoor Job Reviewunderwent conversion into vector format.

Once company are identified through vector search, they undergo the summarization process, where a Generative AI crafts a summary based on all comments received by the company in dataset, not just those identified. 

In essence, the API serves as a gateway for users to swiftly gain insights into companies, facilitating potential collaborations or service assessments with ease.


To facilitate understanding, we present the sequence diagram below, which details the actions performed when a user makes a request to the API.



Now, you can leverage this API to find businesses quickly and efficiently, seamlessly integrating it into your website to enhance the user experience. Transform the company search into an agile and accurate process, increasing the engagement and satisfaction of your visitors.:

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Hi Lucas!

Happy Friday!

Your video is available on InterSystems Developers YouTube:

⏯️ Companies Search REST API
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