Thoth Machine Learning
We released Thoth ML, the machine learning module of project Thoth (https://github.com/trulia/thoth) to open source. Thoth is a real-time Solr monitor and search analysis engine. The Thoth ML module applies machine learning algorithms to the data collected by Thoth to gain useful insights. Currently, this module consists of the query time predictor and the query pattern recognition tool. The query time predictor receives a Solr search request and in real time (1-3 milli seconds) predicts if the query is going to be slow or fast. This prediction can be used by the search…
Thoth Machine Learning launched on December 16, 2014 with 15 votes and more than 75% of that year's launches.
In plain words
Thoth ML is the machine learning module of the Thoth project, a real-time Solr monitor and search analysis engine. It applies machine learning algorithms to predict query performance and recognize search patterns. The query time predictor analyzes Solr search requests in 1-3 milliseconds to classify them as fast or slow, enabling infrastructure to route requests appropriately and prevent resource contention between critical and complex queries.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
We released Thoth ML, the machine learning module of project Thoth (https://github.com/trulia/thoth) to open source. Thoth is a real-time Solr monitor and search analysis engine. The Thoth ML module applies machine learning algorithms to the data collected by Thoth to gain useful insights.…
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