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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.

The Evolution of AI Agents: Architectures, Durability, and Caching

AI agents aren’t just bots anymore—explore architectures that empower autonomy and reduce costs.

Zander MathesonCEO, Founder

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Real time RAG with Bytewax and Haystack 2.0

Learn to integrate Bytewax and Haystack for effective real-time RAG solutions.

Written by Laura Funderburk

Building Real-Time RAG for Financial Data and News

Learn to create effective RAG pipelines for financial data in our workshop with Microsoft and Unstructured.

Written by Anastasia Khomyakova & Laura Funderburk

Stream Real-Time Stock Prices and Analyze Them with Numpy

Build a real-time stock analysis system with Bytewax, Yahoo! Finance, and Numpy. Learn data partitioning and key metrics

Written by David Chapuis

Python-Powered Stream Processing on a Raspberry Pi

Optimize real-time data processing using Python on Raspberry Pi.

Written by Zander Matheson

Transforming Energy Monitoring with Modern Stream Processing

Learn more about the use cases and the benefits of modern stream processing for energy monitoring.

Written by Jonas Best

Choosing the Right Streaming Platform: Kafka vs. Pulsar vs. NATS

Check out our latest analysis on streaming tech: Kafka, Pulsar, or NATS— which leads?

Written by Zander Matheson

Streaming Data for Data Scientists: Part 1

Learn all the essential concepts and tools required to build real-time data pipelines using Python and SQL.

Written by Zander Matheson

Batch or streaming processing for IoT data

Code-based examples for how to process, impute and detect anomalies in data with two strategies: batch and streaming.

Written by Laura Funderburk

MySQL CDC to Snowflake in Python

What CDC is and how you can use the Python stream processor, Bytewax for CDC from MySQL to Snowflake. All in Python!

Written by Zander Matheson