FastEmbed: Qdrant's Efficient Python Library for Embedding Generation
Learn how to accurately and efficiently create text embeddings with FastEmbed.
Nirant Kasliwal
October 18, 2023
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.
Semantic Search As You Type
To show off Qdrant's performance, we show how to do a quick search-as-you-type that will come back within a few milliseconds.
Andre Bogus
August 14, 2023
Serverless Semantic Search
Create a serverless semantic search engine using nothing but Qdrant and free cloud services.
Andre Bogus
July 12, 2023
Using LangChain for Question Answering with Qdrant
We combined LangChain, a pre-trained LLM from OpenAI, SentenceTransformers & Qdrant to create a question answering system with just a few lines of code. Learn more!
Kacper Łukawski
January 31, 2023
Neural Search 101: A Complete Guide and Step-by-Step Tutorial
Discover the power of neural search. Learn what neural search is and follow our tutorial to build a neural search service using BERT, Qdrant, and FastAPI.
Andrey Vasnetsov
June 10, 2021