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Qdrant

High-performance vector similarity search engine with advanced filtering and distributed architecture.

vector search similarity search neural search
Advanced Level
Free / Cloud pricing
Starting Price
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Category
data
Setup Time
< 2 minutes
data
Category
Advanced
Difficulty
Active
Status
Web App
Type

What is Qdrant?

Vector database for demanding applications

Qdrant is built for applications that need blazing-fast vector search with complex filtering. With unique features like scalar quantization and geo-filtering, it handles production workloads that other vector databases can't. Performance and flexibility without compromise.

Key Capabilities

What makes Qdrant powerful

Advanced Filtering

Complex filtering on any metadata field without performance penalty

Implementation Level Expert

High Performance

Optimized for speed with custom SIMD implementations

Implementation Level Professional

Distributed

Horizontal scaling with automatic sharding and replication

Implementation Level Advanced

Resource Efficient

Binary quantization reduces memory usage by 40x

Implementation Level Professional

Professional Integration

These capabilities work together to provide a comprehensive AI solution that integrates seamlessly into professional workflows. Each feature is designed with enterprise-grade reliability and performance.

Pricing

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Free / Cloud pricing

Starting price

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Quick Information

Category data
Pricing Model Freemium
Last Updated 7/21/2025

Tags

vector search similarity search neural search distributed filtering production

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