Search infrastructure for AI

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Python implementations of the Boruta all-relevant feature selection method.

Use Prometheus to monitor Kubernetes and applications running on Kubernetes

Prometheus Operator creates/configures/manages Prometheus clusters atop Kubernetes

Prometheus community Helm charts

Ingress NGINX Controller for Kubernetes

Serverless Examples – A collection of boilerplates and examples of serverless architectures built with the Serverless Framework on AWS Lambda, Microsoft Azure, Google Cloud Functions, and more.

a Docker + Kubernetes network trouble-shooting swiss-army container

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

Checks whether Kubernetes is deployed according to security best practices as defined in the CIS Kubernetes Benchmark

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Topic Modelling for Humans

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Ridiculously Uncomplicated macOS Python Statusbar apps

Put the output from any script or program into your macOS Menu Bar (the BitBar reboot)

A curated list of references for MLOps

Lime: Explaining the predictions of any machine learning classifier

A game theoretic approach to explain the output of any machine learning model.

Pandas integration with sklearn

A system for quickly generating training data with weak supervision

🦉 Data Versioning and ML Experiments

MLOps examples

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

Work with remote images registries - retrieving information, images, signing content

Build, Manage and Deploy AI/ML Systems

A beginner's guide to setting up a development environment on macOS

This script will help with the quick setup and installation of tools and applications for new developers at Vendasta.