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