Pathway: Python Framework for Real-Time Data & AI Pipelines

Summary

Pathway is an open-source Python framework enabling developers to build high-throughput, low-latency data pipelines that can process and react to streaming data in real-time. It provides built-in capabilities for integrating Large Language Models (LLMs) and implementing Retrieval Augmented Generation (RAG) systems.

Problem Solved

Building real-time data pipelines that handle continuous data streams, perform complex analytics on the fly, and integrate advanced AI models like LLMs is challenging. Pathway simplifies this by providing a unified, reactive framework that automatically handles data updates and computations.

Core Features

Tech Stack