Packages for keyword “rag”
These packages are available as a package collection, usable in Xcode or SwiftPM.
VecturaKit
Swift-based vector database for on-device RAG using MLTensor and MLX Embedders
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
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.