Top 8 Python model-deployment Projects

BentoML

16 6,537 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!

Project mention: Who's hiring developer advocates? (December 2023) | dev.to | 2023-12-04

Link to GitHub -->

pinferencia

21 556 0.0 Python

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
cognita

1 349 7.9 Python

Cognita by TrueFoundry - Framework for building modular, open source RAG applications for production.

Project mention: Dream – A Distributed RAG Experimentation Framework | news.ycombinator.com | 2024-04-21

Hi, I've come across an open-source API-driven RAG framework launched recently. It's different from other frameworks in a lot of context. Give it a try and let me know your thoughts: https://github.com/truefoundry/cognita

chitra

1 223 3.6 Python

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.
bitbeast

1 31 5.1 Python

Experiments with Model Training, Deployment & Monitoring
tungstenkit

1 24 8.7 Python

ML container made simple

Project mention: We built a website and an open-source tool for hosting and sharing ML models | /r/StableDiffusion | 2023-10-25

- Cloud: https://tungsten.run (storing & running models, community) - SDK: https://github.com/tungsten-ai/tungstenkit (building/pulling/pushing models, launching web UI & API server) - Stable Diffusion template: https://github.com/tungsten-ai/tungsten-sd (building/customizing SD models easily) The website is currently in beta and I hope to hear your feedback.

sdk-python

1 24 4.5 Python

Python library for Modzy Machine Learning Operations (MLOps) Platform (by modzy)
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.
Empereur

1 4 6.7 Python

A Python script to download models from the Hugging Face model hub.

Project mention: Empereur | news.ycombinator.com | 2024-03-23

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).