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Explore articles, tutorials and deep dives on data engineering, Python, and data streaming. Learn about the future of data in real time.

Agentic Streaming Pipelines: How to package your Bytewax Dataflows to be used by an LLM

Discover how Bytewax enables function calling for LLM-powered agents, integrating tools for dynamic data processing.

Laura FunderburkSenior Developer Advocate

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top-kat and Streaming Algorithms in Bytewax

A tech dive from our intern, Isaac Milstein

Written by Oli Makhasoeva & Isaac Milstein

Release v0.17.0 is here!

New recovery system, enhanced rescaling and other updates in Bytewax v0.17.0

v0.17 rebuilds the recovery system, adds a new rescaling mechanism, and introduces other quality of life improvements

Written by Oli Makhasoeva

M12 invests in the Future of Stream Processing with Bytewax

M12 invests in the Future of Stream Processing with Bytewax

We are excited to announce a new partner along our journey!

Written by Zander Matheson

Interactive dashboards to detect data anomalies in real time

Online Machine Learning in Practice: Interactive dashboards to detect data anomalies in real time

Redpanda, River, Rerun powered by Bytewax

Written by Oli Makhasoeva & Zander Matheson

Real-time feature pipeline, image by Rene Bohmer

Build and Deploy a Real-Time Feature Pipeline, Step-By-Step

Guest post by a member of our community, Pau Labarta Bajo: Real-time feature pipeline for crypto trading

Written by Pau Labarta Bajo

Data parallel, Task parallel, Agent actor architecture

Data Parallel, Task Parallel, and Agent Actor Architectures

Exploring the Landscapes of Data Processing Architectures: Mechanisms, Advantages, Disadvantages, and Best Use Cases.

Written by Zander Matheson, Konrad Sienkowski & Oli Makhasoeva

Batch to real-time stream processing

Reasoning about Streaming vs Batch with a Case Study from GitHub

What are operational/analytical workloads? How do these (and other) factors affect reasoning about streaming vs. batch

Written by Zander Matheson

Release v0.16.2 is here!

Bytewax v0.16.2 is out!

We welcomed the first contribution from our community member Jim Zhang, read more ->

Written by Oli Makhasoeva

Chat GPT, Embedding pipelines for generative AI

Embedding Pipelines For Generative AI with Bytewax

Learn how to create a real-time embedding pipeline using Bytewax, Qdrant, and Hugging Face

Written by Zander Matheson