Question Answering with LangChain and Qdrant
Build a retrieval-augmented question answering pipeline with just a few lines of code.
Kacper Łukawski and Manas Chopra
July 30, 2026
Demos & Tutorials
Learn by building. Follow hands-on tutorials and demos covering neural search, serverless deployments, search-as-you-type, and integrations with popular frameworks.
FastEmbed: Qdrant's Efficient Python Library for Embedding Generation
FastEmbed: Quantized Embedding models for fast CPU Generation
Nirant Kasliwal and Manas Chopra
July 30, 2026
Semantic Search As You Type
Instant search using Qdrant
Andre Bogus
August 14, 2023
Serverless Semantic Search
Need to setup a server to offer semantic search? Think again!
Andre Bogus
July 12, 2023
Neural Search 101: A Complete Guide and Step-by-Step Tutorial
Step-by-step guide on how to build a neural search service.
Andrey Vasnetsov
June 10, 2021