Structural codebase index for LLM tooling — query definitions, call graphs, and imports without embeddings.
A paper-oriented Rust implementation of Lowe's SIFT detector, descriptor, BBF matcher, and Hough recognition helpers.
High-performance SIFT (Scale-Invariant Feature Transform) implementation in Rust with CPU and WebGPU backends.
A robust Sift telemetry streaming library
High-performance Rust core for context distillation (Studio of Two)
A convenient and opinionated way to connect to the Sift API
Safety-critical cognitive safety library for AI agents. 4-tier architecture (Resource Body, Kernel, Working Memory, Sifter) with formal verification primitives, detection layer, and integration primitives.
Context-Pipe high-performance Rust orchestrator and library
Grep-like CLI for sift-core
General Rust client library for the Sift API
Strip noise from error output. Powered by a local LLM.
Crate-specific Sift errors
Siftly provides a small, framework-agnostic core for registering spam filters, executing pipelines, and aggregating structured results.
Siftly::Rails lets Rails applications validate model attributes with Siftly and inspect flagged attributes through the model instance.