Packages for keyword “rag”
These packages are available as a package collection, usable in Xcode or SwiftPM.
Wax
Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift
VecturaKit
Swift-based vector database for on-device RAG using MLTensor and MLX Embedders
ManifoldKit
Reusable SwiftUI chat framework for local and cloud LLM inference on Apple platforms
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.
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.
swift-embeddings
Text embeddings and reranking for Swift — one protocol, providers for Voyage, Jina, Cohere, OpenAI and on-device NaturalLanguage. Back-deploys to iOS 15.
XMPPChatSwift
Swift SDK for Ethora platform (chat, instant messaging, AI bots)
Yazman
Türkçe teknik makale yazım denetleyicisi — yerel LLM + RAG ile. Turkish technical article wording checker powered by local LLM and RAG.
8 packages.