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BENTOML

Package, serve, and scale AI systems

Apache-2.0

ABOUT

Shipping AI systems to production usually means combining model packaging, API serving, autoscaling, and infrastructure glue from several different tools before a team can deploy reliably. BentoML provides a unified framework to package models and custom inference pipelines, expose them as services, and run them consistently across local and cloud environments.

INSTALL
pip install bentoml

INTEGRATION GUIDE

1. Serve OpenAI-compatible model APIs from your own infrastructure or cloud environment 2. Deploy private RAG systems and custom inference services for internal or customer-facing apps 3. Package and scale agent backends, batch jobs, or multimodel AI application workflows 4. Standardize model serving for teams that need repeatable builds and deployments

TAGS

inferencedeploymentservingllmragagentsopen-source
BentoML — AI Tool | Agentic AI For Good