#S3 Posts

Supercharge Your Metaflow Pipelines with Conduit’s Real-Time Connectors

Learn how to integrate Conduit with Metaflow to build real-time machine learning pipelines. Stream data from Kafka to S3 and process it with Metaflow—all in one seamless workflow.

By DeVaris Brown

22 May 2025

AI Robots making recommendation after recommendation in a factory

Streamlining AI: How to Fine-Tune Llama in Real Time with Meroxa, Hugging Face, and Heroku

Learn how to build a fully automated, production-ready pipeline that transforms raw S3 files into a fine-tuned Llama model powering real-time recommendations. This step-by-step guide covers data preprocessing with Meroxa, training with Hugging Face, and deploying with Docker and Heroku.

By DeVaris Brown

2 Apr 2025