Inspiration
I have built many WP sites early in my career. It was a headache to find the right plugin for the job. The final decision to buy a plugin always came from a recommendation from a friend.
What it does
Finds co-ocurrences of installations of WP plugins and other analytics.
How we built it
Data collection and processing. Ingestion in ArangoDB Building proof of concept agent tools to search through the graph
Challenges we ran into
Being a custom dataset I had to constantly go back to exploratory data analysis and correct data.
Accomplishments that we're proud of
The graph in its basic form was built. It still can have many other entities such as plugin providers, hosting providers, etc.
What we learned
How to build a graph How to build tools using Langchain and ArangoDB
What's next for WP Twin Finder : Meta search of WP websites
Will work on more tools to build a business intelligence tool for sellers of WP products

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