Packages authored by Christopher Karani
These packages are available as a package collection, usable in Xcode or SwiftPM.
Conduit
🦑 Unified Swift SDK for LLM inference across local and cloud providers
ContextCore
ContextCore: The ultra-fast Metal context engine for on-device AI. Build optimized context windows in <5ms with perfect recall on Apple Silicon. 🧠⚡️🚀
Hive
Deterministic graph runtime for agent workflows in Swift. Same input, same output, every time — golden-testable, checkpoint-resumable, and built entirely on Swift concurrency.
Membrane
Composable, actor-based context management pipeline for LLMs. Compresses, budgets, and pages context so your model sees exactly what matters.
MetalANNS
GPU-native approximate nearest neighbor search for Apple Silicon. Pure Swift + Metal — CAGRA-style graph index with full mutability, filtered search, streaming ingest, and multiple persistence modes.
Rooster
A Mini Networking Library
SimilaritySearchKit
🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.
Sukari
🍯 Sweet Syntactical Sugar For Swift
Swarm
🐦🔥 The Best Swift Agent Orchestration Framework Purpose built for on-device Models
Wax
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
10 packages.