Migrating data to Qdrant has never been easier
Stream all vectors from a source collection to a target Qdrant instance in live batches. All with a single command.
Looking for somewhere to start for your projects?
Pinecone just added a $50 minimum. We didn't.
Qdrant Cloud starts at $0, with no credit card details needed, for your personal 1 GB RAM free cluster. Your free tier includes access to any region we support for AWS, GCP and Azure. Quickly prototype then scale with your needs.
Overcoming Pinecone's high latency, insufficient customizability, and strict metadata constraints
ConvoSearch reduced search latency to 10ms, enabling real-time re-ranking and driving major revenue gains for D2C brands.
5M free tokens monthly for Qdrant Cloud Inferencing
Natively embed text, image, and sparse vectors with Qdrant Cloud Inference. Now live.
“Qdrant powers our demanding recommendation and RAG applications. We chose it for its ease of deployment and high performance at scale, and we have been consistently impressed with its results. The platform’s continuous feature enhancements and overall performance gains, coupled with their responsiveness, make Qdrant a reliable solution for our AI infrastructure.”
Why Voiceflow switched from Pinecone
“Qdrant provides robust infrastructure support [...]
This setup ensures high security and reliability,” says Portillo Edo.
Enhanced Government AI Services after high latency with Pinecone
SayOne conducted extensive load testing using real-world scenarios, mimicking production environments, particularly for government clients planning to deploy voice-interactive systems.