Welcome to the Daft blog

Join us as we explore innovative ways to handle multimodal datasets, optimize performance, and revolutionize your data workflows.

Announcements
June 24, 2025

Eventual Raises $30M to Build the Future of Data

Daft Fall Review - daft logo among leaves
November 7, 2025

Fall 2025 Review: Daft Open Source Updates

Highlights from new AI Functions, updated UDFs, and daft.File upgrades.

Engineering
November 4, 2025

Cutting LLM Batch Inference Time in Half: Dynamic Prefix Bucketing at Scale

A new inference backend that maximizes batch inference throughput.

October 29, 2025

Simplifying Voice AI Analytics with Daft: Transcription, Summaries, and Embeddings at Scale

How Daft simplifies voice AI analytics pipelines for meeting summaries, subtitle translations, and more.

Tutorials
October 22, 2025

Using PyTorch DataLoaders to Streamline Multimodal Data

Learn how PyTorch's DataLoader streamlines deep learning pipelines by efficiently loading and shuffling data in batches.

Engineering
October 1, 2025

Benchmarks for Multimodal AI Workloads

Spark, Ray Data, and Daft

Announcements
Engineering
October 1, 2025

Introducing Flotilla: Simplifying Multimodal Data Processing at Scale

Daft's new distributed engine

Engineering
September 30, 2025

Exploring Daft's Local Execution

The Swordfish Engine

Engineering
September 24, 2025

After the First Run

Using Daft’s observability tools to uncover performance pitfalls

Engineering
September 10, 2025

Making GPUs Zoom (Part 1)

A deep dive into GPU optimizations for production-scale multimodal data processing

Engineering
September 3, 2025

End-to-End Distributed PDF Processing Pipeline

OCR, Spatial Analysis & GPU Embeddings with Python

Engineering
August 26, 2025

How to Build Scalable, End-to-end Batch Inference Pipelines with Daft

From prompts to parquet: making batch inference simple, fast, and scalable.

Case Studies
August 20, 2025

24 Trillion Tokens, 0 Crashes

How Essential AI Built Essential-Web v1.0 with Daft

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Daft Engineering Blog
Join us as we explore innovative ways to handle multimodal datasets, optimize performance, and revolutionize your data workflows.
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