PostgresML is 8-40x faster than Python HTTP microservices

• postgresml

  23 5,413 9.7 Rust

  The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.

  

To get any real insights, you'd have to benchmark every single line of the prediction function (called "api") to see where the slowdown is actually coming from https://github.com/postgresml/postgresml/blob/15c8488ade86b0...

Everything else is just speculation.

• db-benchmark

  91 319 0.0 R

  reproducible benchmark of database-like ops

  

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• mosec

  11 701 8.6 Python

  A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine

  

• BentoML

  16 6,521 9.8 Python

  The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!

  

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