Rapidly iterate your AI on your own infra
Runhouse OSS 🏃♀️
A magical AI/ML DevX: Develop, debug, and run Python directly on your own infrastructure.
Runhouse Den 🏠
A collaborative home for your AI stack: share and reuse living functions, environments, and compute.
Easy to get started
No-stress installation.
Anywhere you use Python.
$pip install runhouse
Reduce research-production time
Runhouse enables high iteration and rapid experimentation on real infrastructure with real data. Move from AI research to production faster.
Get more out of your own compute
Compatible with all your favorite cloud providers.
Select from the most available or cost-effective.
Turn your scripts into services in less than 10 lines of code.
import runhouse as rh # Easily provision clusters with the resources you want, # optimizing cost my_cluster = rh.cluster( "my_cluster", instance_type="A10G:1", provider="cheapest" ) # Send your existing Python code def local_preproc_fn(dataset, filters): ... remote_preproc_fn = rh.function(local_preproc_fn).to(my_cluster) # Call it normally, but it's running remotely processed_data = remote_preproc_fn(dataset, filters)
Sub-second redeployment
so you can iterate live on the real infra
Works with your existing code
so you can focus on AI, not DSLs and packaging
A real high-performance service
so you can use it from anywhere, in any language
Use Cases
Higher-Order Services
Controls & Safety
Coming soon...
Data Access
Coming soon...
Runhouse Den
Your AI foundation all in one place. Iterable, flexible, and collaborative.
Before: Tightly Coupled and Brittle
Difficult to update, A/B test, or scale to new infrastructure
With Den: Decoupled and Nimble
Easily update and scale services without breakage
AI platform excellence out of the box.
Try it out
Search & Sharing
Runhouse Den provides you with an interface to explore your AI services. Easily share with your teammates, search through your applications, and view details all in one place.
Observability
Gain insights by viewing how your teammates consume your AI apps and services. Explore changes over time and make better decisions based on trends.
Auth & Access Control
Den makes it easy to control access to your services. Provide individual teammates with read or write access, or choose "public" visibility to expose public API endpoints.