🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

FastAPI framework, high performance, easy to learn, fast to code, ready for production

A high-throughput and memory-efficient inference and serving engine for LLMs

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

Data validation using Python type hints

Python package built to ease deep learning on graph, on top of existing DL frameworks.

A next generation HTTP client for Python. 🦋

An orchestration platform for the development, production, and observation of data assets.

Prowler is an Open Cloud Security tool for AWS, Azure, GCP and Kubernetes. It helps for continuos monitoring, security assessments and audits, incident response, compliance, hardening and forensics…

The little ASGI framework that shines. 🌟

The Database Toolkit for Python

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

Open Source AI/ML Platform

🧙 Build, run, and manage data pipelines for integrating and transforming data.

A library that allows you to easily mock out tests based on AWS infrastructure.

Python SQL Parser and Transpiler

The Open Source Feature Store for Machine Learning

A Python library that generates static type annotations by collecting runtime types

Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.

Collection of library stubs for Python, with static types

Agent Framework / shim to use Pydantic with LLMs

Standardized Serverless ML Inference Platform on Kubernetes

Make your functions return something meaningful, typed, and safe!

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and mo…

Prometheus-based Kubernetes Resource Recommendations

Represent, send, store and search multimodal data

data load tool (dlt) is an open source Python library that makes data loading easy 🛠️

Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python.

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Better Prometheus alerts for Kubernetes - smart grouping, AI enrichment, and automatic remediation