# Qdrant

> Qdrant is a vector similarity search engine with Rust-based core for high performance, supporting filtered search, payloads, and binary quantization. It features NGT/HNSW indexing and multi-modal support. Suited for real-time AI apps and edge; compares to Milvus by being lighter/more embeddable.

- **URL:** https://qdrant.tech/
- **Category:** Core Vector Databases
- **Tags:** Rust Based, Filtered Search
- **Updated:** 2026-04-30 11:38
- **Canonical page:** https://vectordb.ever.works/items/qdrant

## Details

## Features

- Filtered ANN (HNSW)
- Payload filtering
- Multi-modal support
- Disk-persistent storage
- Cloud/edge/self-hosted
- High QPS

## Use Cases

- Real-time recommendations
- Semantic search

## Comparisons

- Lighter, Rust perf vs Weaviate
- Open-source alt vs Pinecone

## Pricing

Free open-source (Apache 2.0).

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