Eventual
Eventual Computing
Explained projects
daft-runner-test: Daft Runner Test: The One-Way Door Hidden Inside Daft’s Execution Model
A tiny diagnostic repo reveals a sharp boundary between inference and initialization, and why Daft treats runner selection as a process-level commitment.
You Don't Need an AI Database: Inside Eventual-Inc/reference-multimodal-datalake
How a minimalist blueprint uses standard Parquet, S3, and the Daft query engine to process millions of images without a specialized vector store.
The Rust Scaffolding Behind Python's Distributed Future: Inside daft-cli
How a single Rust binary bypasses Terraform and Kubernetes to give data scientists a managed Ray cluster in 60 seconds.
local-image-search: The High-Performance Private Eye for AI Agents
How an MLX-powered MCP server turns Apple Silicon into a local vector warehouse, giving Claude secure access to your photo library without a single pixel leaving your machine.
Eventual-Inc/Daft: The DataFrame Built for the Multimodal Era
How a Rust-powered execution engine bypasses the JVM tax to treat images, video, and audio as first-class data citizens.
Yet to be explained
daft-examples
Explain
Examples for using the Daft data engine
daft-physical-ai
Explain
Physical-AI data processing on Daft: hand tracking, reward scoring, and motion trimming
physical-ai-evals
Explain
Industry grade VLA-JEPA on LIBERO on single process Python 3.12. Reproducible physical ai policy model benchmarks with queryable failure forensics on Daft Dataframes; scales on Modal
laion400m-example
Explain
Using Daft to generate new captions for the LAION400m HuggingFace image dataset!
laion-ivf-daft
Explain
From-scratch IVF nearest-neighbor search & dedup over LAION-400M CLIP embeddings, built on Daft