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Local vs Cloud
Comparing local vs cloud capabilities for Neum AI
Picking the right enviornment
Neum AI offers both local and cloud capabilities. Local development is a great starting place to test out the different Neum AI connectors and piece together your first flows. You can get a sense of the pre-processing options offered and run small to medium size workloads right on your machine. The cloud enviorment come into play as you look to scale your solution to a larger dataset, as well as look for production-ready features like scheduling, real-time synchronization, logs and support.
Feature comparison
Features | Open Source | Managed |
---|---|---|
Source Connectors | ✅ | ✅ |
Embed Connectors | ✅ | ✅ |
Sink Connectors | ✅ | ✅ |
Pipeline Run | Small scale | Large scale |
Search | ✅ | ✅ |
No-code pipeline creation | ❌ | ✅ |
Pipeline Scheduling | ❌ | ✅ |
Pipeline Management | ❌ | ✅ |
Logging and analytics | ❌ | ✅ |
Authentication | ❌ | ✅ |
Real-time Sync | ❌ | Beta |
Embeddings caching | ❌ | Beta |
Retrieval tracking | ❌ | Beta |
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