#Production

Showing 54 of 54 repositories tagged #production, ranked by stars

eugeneyan
eugeneyan
applied-ml

๐Ÿ“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Score
100
โ˜… 29.9k โ‘‚ 4.0k +14/day
NirDiamant
NirDiamant
agents-towards-production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

Score
100
โ˜… 20.9k โ‘‚ 2.8k +31/day
Jupyter Notebook
dastergon
dastergon
awesome-sre

A curated list of Site Reliability and Production Engineering resources.

Score
90
โ˜… 13.3k โ‘‚ 1.8k +14/day
flyteorg
flyteorg
flyte

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

Score
100
โ˜… 7.1k โ‘‚ 845 โ€”
Go
netlify
netlify
gotrue

An JWT based API for managing users and issuing JWT tokens.

Score
80
โ˜… 4.4k โ‘‚ 325 +9/day
Go
ahkarami
ahkarami
Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Score
75
โ˜… 4.4k โ‘‚ 685 โ€”
wmariuss
wmariuss
awesome-devops

A curated list of awesome DevOps platforms, tools, practices and resources

Score
100
โ˜… 4.2k โ‘‚ 909 +16/day
Python
flox
flox
flox

The Deterministic Foundation for your SDLC

Score
100
โ˜… 4.0k โ‘‚ 127 โ€”
Rust
jina-ai
jina-ai
langchain-serve

โšก Langchain apps in production using Jina & FastAPI

Score
75
โ˜… 1.6k โ‘‚ 133 โ€”
Python
SquadcastHub
SquadcastHub
awesome-sre-tools

A curated list of Site Reliability and Production Engineering Tools

Score
80
โ˜… 1.5k โ‘‚ 242 โ€”
The-AI-Summer
The-AI-Summer
Deep-Learning-In-Production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

Score
100
โ˜… 1.3k โ‘‚ 264 โ€”
Jupyter Notebook
Nicolepcx
Nicolepcx
ai-agents-the-definitive-guide

Repo for AI Agents The Definitive Guide

Score
0
โ˜… 762 โ‘‚ 171 +77/day
Jupyter Notebook
kennethleungty
kennethleungty
Failed-ML

Compilation of high-profile real-world examples of failed machine learning projects

Score
60
โ˜… 753 โ‘‚ 51 โ€”
ethereum
ethereum
btcrelay

Ethereum contract for Bitcoin SPV: Live on https://etherscan.io/address/0x41f274c0023f83391de4e0733c609df5a124c3d4

Score
100
โ˜… 627 โ‘‚ 200 โ€”
Python
vectorch-ai
vectorch-ai
ScaleLLM

A high-performance inference system for large language models, designed for production environments.

Score
100
โ˜… 499 โ‘‚ 41 โ€”
C++
sherifabdlnaby
sherifabdlnaby
kubephp

๐Ÿณ Production Grade, Rootless, and Optimized PHP Container Image Template for Cloud-Native Deployments and Kubernetes.

Score
70
โ˜… 456 โ‘‚ 44 โ€”
Shell
FilippoBovo
FilippoBovo
production-data-science

Production Data Science: a workflow for collaborative data science aimed at production

Score
40
โ˜… 455 โ‘‚ 128 โ€”
Jupyter Notebook
tailscale
tailscale
setec

A secrets management service that uses Tailscale for access control

Score
40
โ˜… 438 โ‘‚ 20 โ€”
Go
rameshsunkara
rameshsunkara
go-rest-api-example

Production-ready Go REST APIs without the enterprise bloat

Score
60
โ˜… 430 โ‘‚ 50 โ€”
Go
ahmedbesbes
ahmedbesbes
cartoonify

Deploy and scale serverless machine learning app - in 4 steps.

Score
67
โ˜… 406 โ‘‚ 78 โ€”
Jupyter Notebook
NDXDeveloper
NDXDeveloper
formation-postgresql-18

Formation PostgreSQL 18 | De dรฉbutant ร  avancรฉ | 21 chapitres + 7 annexes | Architecture, SQL avancรฉ, Performance, HA, Production | Franรงais

Score
60
โ˜… 302 โ‘‚ 43 โ€”
ImplFerris
ImplFerris
rust-in-production

Rust In Production

Score
0
โ˜… 243 โ‘‚ 17 โ€”
ingyamilmolinar
ingyamilmolinar
doctorgpt

DoctorGPT brings GPT into production for application log error diagnosing!

Score
38
โ˜… 210 โ‘‚ 13 โ€”
Go
balavenkatesh3322
balavenkatesh3322
awesome-AI-toolkit

A curated, comprehensive collection of open-source AI tools, frameworks, datasets, courses, and seminal papers.

Score
50
โ˜… 210 โ‘‚ 42 +1/day
vifreefly
vifreefly
procsd

Manage your application processes in production similar to Heroku CLI with Procfile and Systemd

Score
100
โ˜… 190 โ‘‚ 5 โ€”
Ruby
Vladimir-Urik
Vladimir-Urik
OxMgr

Oxmgr is a modern, lightweight process manager written in Rust, a fast, deterministic alternative to PM2 for managing any executable across platforms.

Score
50
โ˜… 170 โ‘‚ 10 +6/day
Rust
mage0535
mage0535
hermes-memory-installer

๐Ÿง  Production-grade memory sidecar for AI agents โ€” gbrain + Hindsight + 3-tier recall. Agent-agnostic, battle-tested. | ็”Ÿไบง็บงๅค–ๆŒ‚่ฎฐๅฟ†็ณป็ปŸ๏ผŒๅ…ผๅฎนHermes/Claude/Cursor็ญ‰ไปปๆ„AIๆ™บ่ƒฝไฝ“

Score
62
โ˜… 170 โ‘‚ 9 +1/day
Python
FastLane-Labs
FastLane-Labs
atlas

An Execution Abstraction framework that allows apps, frontends, and oracles to fulfill their users' intents and retain their users' MEV by running auctions that match User Operations with Solver Operations. Users do not need a smart wallet. Permissionless for users, apps, and Solvers. Backwards-compatible with existing apps.

Score
0
โ˜… 165 โ‘‚ 26 โ€”
Solidity
raptor-ml
raptor-ml
raptor

Transform your pythonic research to an artifact that engineers can deploy easily.

Score
80
โ˜… 164 โ‘‚ 14 โ€”
Go
Yigtwxx
Yigtwxx
awesome-rag-production

A curated list of battle-tested tools, frameworks, and best practices for building scalable, production-grade Retrieval-Augmented Generation (RAG) systems.

Score
88
โ˜… 147 โ‘‚ 36 +9/day
Python
authzed
authzed
spicedb-operator

Kubernetes controller for managing instances of SpiceDB

Score
20
โ˜… 103 โ‘‚ 39 โ€”
Go
theakhinabraham
theakhinabraham
doable-todo-list-app

๐Ÿ’ก An offline Flutter todo list app using Dart & SQLite Database with notification reminders & latest UI designs.

Score
100
โ˜… 102 โ‘‚ 79 โ€”
Dart
khuyentran1401
khuyentran1401
production-ready-data-science-code

Transform messy data science notebooks into production-ready code. Examples covering testing, CI/CD, MLOps, and scalable deployment practices.

Score
50
โ˜… 98 โ‘‚ 29 โ€”
Python
DomHudson
DomHudson
bert-in-production

A collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.

Score
0
โ˜… 96 โ‘‚ 12 โ€”
GetRepliq
GetRepliq
Clipify

๐ŸŽฌ Clipify: Instantly transform long videos into engaging, social media-ready clips with cutting-edge AI technology.

Score
0
โ˜… 91 โ‘‚ 17 โ€”
Python
tcsenpai
tcsenpai
spacellama
Score
25
โ˜… 89 โ‘‚ 8 โ€”
JavaScript
harkous
harkous
production_ml

A Guide to Scaling Machine Learning Models in Production

Score
33
โ˜… 87 โ‘‚ 23 โ€”
Python
sno6
sno6
gosane

A sane and simple Go REST API template.

Score
0
โ˜… 84 โ‘‚ 1 โ€”
Go
codingforentrepreneurs
codingforentrepreneurs
AI-as-an-API

Learn to create & deploy a deep learning algorithm into a production REST API microservice using Python, Keras, FastAPI, & NoSQL.

Score
25
โ˜… 76 โ‘‚ 40 โ€”
Jupyter Notebook
tcsenpai
tcsenpai
youlama

YouLama is a web application that allows users to generate summaries or easy to read transcripts of YouTube videos using AI-powered language models.

Score
12
โ˜… 73 โ‘‚ 11 โ€”
Python
tcsenpai
tcsenpai
keyfleur

API Keys made beautiful

Score
0
โ˜… 69 โ‘‚ 7 โ€”
Python
kristiyan-velkov
kristiyan-velkov
frontend-production-dockerfiles

Production-ready Dockerfiles for React.js, Angular, Vue.js, and Next.js. Optimized for performance, security, and minimal image size.

Score
40
โ˜… 66 โ‘‚ 9 โ€”
TypeScript
tuladhar
tuladhar
k8s-issues-explorer

โŽˆ Kubernetes Production Issues ๐Ÿ”ฅ Explorer. Based on the work by Vijay2181.

Score
10
โ˜… 64 โ‘‚ 24 โ€”
TypeScript
danschultzer
danschultzer
ansible-phoenix-build

Sample app with full build and deploy setup of a Phoenix app using ansible

Score
0
โ˜… 62 โ‘‚ 8 โ€”
Elixir
prodmodel
prodmodel
prodmodel

Build, test, deploy, iterate - Dev and prod tool for data science pipelines

Score
20
โ˜… 59 โ‘‚ 3 +1/day
Python
shyjal
shyjal
reactnative-android-production

Step by step guid for compiling and installing React Native Android app [ bundled release version ] to your test device.

Score
0
โ˜… 54 โ‘‚ 15 โ€”
sourceplusplus
sourceplusplus
sourceplusplus

The continuous feedback platform for developers

Score
80
โ˜… 50 โ‘‚ 5 โ€”
Kotlin
alexsmedile
alexsmedile
hormozi-skills

Skill library for building Hormozi-inspired offer systems. Build offers people canโ€™t say no to!

Score
60
โ˜… 42 โ‘‚ 7 +8/day
duozokker
duozokker
agent2

Turn domain experts into production AI agents.

Score
20
โ˜… 41 โ‘‚ 1 โ€”
Python
tower
tower
tower-cli

Next generation compute platform for the post-modern data stack

Score
0
โ˜… 35 โ‘‚ 3 โ€”
Python
victor369basu
victor369basu
End2EndAutomaticSpeechRecognition

In this repository, I have developed an end to end Automatic speech recognition project. I have developed the neural network model for automatic speech recognition with PyTorch and used MLflow to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry.

Score
0
โ˜… 34 โ‘‚ 13 โ€”
Python
bflaven
bflaven
ia_usages

An overview of the possibilities offered by artificial intelligence (AI) to serve as a technical basis for a digital product offering: from understanding, personalization, design of machine learning models and its deployment through an API built with FastAPI into the Cloud

Score
40
โ˜… 26 โ‘‚ 9 โ€”
Python
freepik-company
freepik-company
admitik

๐Ÿ›ก๏ธ Cloud native policy engine for Kubernetes: validates, mutates, generates, clean (and more) based on conditions defined on powerful templates

Score
30
โ˜… 24 โ‘‚ 4 โ€”
Go
freepik-company
freepik-company
binwatch

BinWatch is a tool to subscribe to a MySQL binlog and track changes that occur in database tables. These changes are processed and sent to supported connectors in real-time.

Score
20
โ˜… 20 โ‘‚ 1 โ€”
Go
Related Topics
#machine-learning#python#llm#deep-learning#kubernetes#ai#data-science#mlops#deployment#awesome#devops#golang

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