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title	description	hideTOC	breadcrumb	partition	feedback	build	cascade	content
Qdrant Learn Portal	Grow your search engineering skills with practical Qdrant guides, working examples, structured courses, and research on retrieval and engine internals.	true	false	learn	false	render always	build list publishResources render local false never	partial title description linkDescription cloudButton localButton documentation/banners/banner-a Grow as a Search Engineer Make better search decisions, adapt a working example, or understand how Qdrant works beneath the API. Choose the resource that answers your question today. text url Explore Practical Guides /documentation/guides/ text url Start with Qdrant Essentials /course/essentials/ partial title description cardsPartial cardsPerRow cards documentation/sections/cards-section Choose How to Learn Each resource serves a different purpose. Start with the one that fits your task. documentation/cards/docs-cards 2 title description link image Guides Evaluate search quality, choose embedding models, and plan how your Qdrant application grows. url text /documentation/guides/ Find Practical Guidance src alt /img/dev-portal-learn/articles.png title description link image Tutorials & Examples Open working code and walkthroughs, then adapt the implementation to your data and application stack. url text /learn/examples/ Browse Tutorials & Examples src alt /img/dev-portal-learn/tutorials.png title description link image Courses Build your understanding through structured lessons and exercises, starting with Qdrant Essentials. url text /course/ Explore Courses src alt /img/dev-portal-learn/courses.png title description link image Articles Explore vector search concepts, retrieval research, and the mechanisms behind Qdrant indexing, storage, and search. url text /articles/ Explore Articles src alt /img/dev-portal-learn/articles.png partial title description cardsPartial cardsPerRow cards documentation/sections/cards-section Start with Your Task Take a direct path to a common search engineering task. documentation/cards/docs-cards 2 title description link Build Your First Search Start with a small semantic search application and adapt it to your own data. url text /documentation/tutorials-basics/search-beginners/ Open the Example title description link Evaluate Search Quality Choose an evaluation baseline before changing embeddings, retrieval, or ranking. url text /documentation/search-quality/ Explore Search Evaluation title description link Prepare for Production Plan tenant growth and large imports around the workload you need to serve. url text /documentation/production-patterns/ Explore Production & Performance title description link Choose Search Patterns Choose embedding models, plan query decomposition, and filter results for your application. url text /documentation/search-patterns/ Explore Search Patterns title description link Tune Search Results Follow the retrieval tuning series to test candidate depth, fusion, reranking, and memory choices. url text /documentation/search-tuning/ Explore Search Tuning

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Choose Guides for practical decisions, Tutorials & Examples for an implementation, Courses for structured study, or Articles for concepts, research, and engine mechanisms.

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Start with the resource that answers your current question.