We Built a Documentation Recommendation System Using Graph Database

In plain words

Memgraph is a graph database used to build a documentation recommendation system. It's designed for developers who need to query and analyze interconnected data efficiently. The system leverages graph structures to surface relevant documentation based on relationships between concepts, making it useful for teams managing large documentation sets where traditional databases fall short. Built and launched in October 2022.

written from the facts on this page · September 2026

From the sources

You’re probably familiar with the situation of trying to read through the new documentation, which can often be messy and hard to navigate through. And at a certain point, you find yourself stuck and unsure about the next page to visit in your learning process. With the guidance of the Docs Recommendation System, the decision of choosing the next page is just one click away. With more than ten recommendations to choose from, it’s now easier to keep track of similar documents that suit your needs! In this blog post, you can find out how to scrape documentation of your choice, extract content from the webpage and use it to build a recommendation engine with the help of various algorithms like…from memgraph.com

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