Migrate from Qdrant to Aetherfy
- Time
- Minutes
- Difficulty
- ● Trivial
Key benefits
- Zero ops management
- Global edge network
- Built-in caching
Code example
Before & After
// Before: Self-hosted Qdrant
import { QdrantClient } from 'qdrant-client'
const client = new QdrantClient({ host: 'localhost', port: 6333 })
// After: Aetherfy (identical API)
import { AetherfyVectorsClient } from 'aetherfy-vectors'
const client = new AetherfyVectorsClient({ apiKey: 'your-key' })Feature comparison
Aetherfy against Qdrant Cloud.
Migration & SetupHigh priority
Migration complexity
Aetherfy
One line of code
Qdrant Cloud
Moderate (API similar)
Setup
Aetherfy
SDK + API key
Qdrant Cloud
Provision a cluster
Migration tools
Aetherfy
Built-in compatibility
Qdrant Cloud
Self-service
PerformanceHigh priority
Global latency
Aetherfy
In-region reads worldwide
Qdrant Cloud
Reads from the cluster's region
Caching layer
Aetherfy
Intelligent Redis caching
Qdrant Cloud
Optional Redis
Auto-scaling
Aetherfy
Transparent
Qdrant Cloud
Manual scaling
Agent-Specific Features
Memory patterns
Aetherfy
Optimized for agents
Qdrant Cloud
General purpose
Session management
Aetherfy
Built-in
Qdrant Cloud
Custom implementation
PricingHigh priority
Free tier
Aetherfy
1 agent · 256 MB
Qdrant Cloud
1GB free
Pricing model
Aetherfy
Plans + usage
Qdrant Cloud
Resource-based
Cost predictability
Aetherfy
Transparent usage
Qdrant Cloud
Resource estimation