Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
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
| Date | Stars |
|---|---|
| 2026-07-24 | 773 |
| 2026-07-25 | 775 |
| 2026-07-28 | 775 |
| 2026-07-30 | 775 |
| 2026-07-31 | 776 |
| 2026-08-06 | 776 |
Today
— stars today
This week
+1 stars this week
This month
— stars this month
Momentum
36.0
growth rate 0.13%/day
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<div align="center">
<a href="https://trendshift.io/repositories/21759?utm_source=trendshift-badge&utm_medium=badge&utm_campaign=badge-trendshift-21759" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/trendshift/repositories/21759/daily?language=Swift" alt="christopherkarani%2FWax | Trendshift" width="250" height="55"/></a>
<img src="Resources/docs/assets/wax-logo.png" width="500" alt="Wax — a single-file memory layer for AI agents">
</div>
<div style="height: 16px;"></div>
<p align="center">
<strong>Give your AI agent a memory that never forgets.</strong><br/>
One file. Zero cloud. Blazing fast recall on Apple Silicon.
</p>
<p align="center">
<a href="https://github.com/christopherkarani/Wax/releases"><img src="https://img.shields.io/github/v/release/christopherkarani/Wax?style=flat-square&logo=swift&logoColor=white&label=Swift" alt="Swift" /></a>
<a href="https://developer.apple.com/ios/"><img src="https://img.shields.io/badge/platform-iOS%20%7C%20macOS-lightgrey?style=flat-square" alt="Platforms" /></a>
<a href="https://github.com/christopherkarani/Wax/blob/main/LICENSE"><img src="https://img.shields.io/badge/license-Apache%202.0-blue?style=flat-square" alt="License" /></a>
<a href="https://github.com/christopherkarani/Wax/stargazers"><img src="https://img.shields.io/github/stars/christopherkarani/Wax?style=flat-square&logo=github" alt="Stars" /></a>
</p>
<p align="center">
<a href="README.md">English</a> · <a href="Resources/locales/README.es.md">Español</a> · <a href="Resources/locales/README.fr.md">Français</a> · <a href="Resources/locales/README.ja.md">日本語</a> · <a href="Resources/locales/README.ko.md">한국어</a> · <a href="Resources/locales/README.pt.md">Português</a> · <a href="Resources/locales/README.zh-CN.md">中文</a>
</p>
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---
## What is Wax?
Wax is a Swift-native memory engine for AI agents. It stores documents, embeddings, and structured knowledge in a **single `.wax` file** that lives entirely on your device.
No servers. No API keys. No Docker. Just one file you can AirDrop, sync, or back up like any other document.
```swift
import Wax
let memory = try await Memory(at: url)
try await memory.save("The user prefers dark mode and uses Vim keybindings.")
let results = try await memory.search("What editor does the user like?")
// → "The user prefers dark mode and uses Vim keybindings."
```
<p align="center">
<img src="Resources/docs/assets/demo-terminal.svg" width="720" alt="Wax CLI Demo">
</p>
### What you can build
- **Persistent chatbots** — Your assistant remembers every conversation, preference, and decision across sessions.
- **Coding agents with long-term memory** — Claude Code or Cursor that recalls your codebase patterns, architectural decisions, and TODOs from last week.
- **Personal knowledge bases** — Semantic search over your notes, documents, and web clips. Ask "What did I read about HNSW?" and get the exact paragraph.
- **On-device RAG** — Ship AI features in your iOS or macOS app without calling the cloud.
---
## Choose Your Path
Wax meets you where you are. Pick the path that matches what you're building:
| 🛠️ Swift Developer | ⌨️ CLI Power User | 🤖 AI Agent Setup |
|:--------------------|:------------------|:------------------|
| **You want:** Embed memory in your iOS/macOS app or Swift tool. | **You want:** A command-line memory store you can script against. | **You want:** Your AI assistant (Claude Code, Cursor, etc.) to remember context across sessions. |
| **Get started:** [Swift Quick Start](#swift-quick-start) ↓ | **Get started:** [CLI Quick Start](#cli-quick-start) ↓ | **Get started:** [Agent Quick Start](#agent-quick-start) ↓ |
---
## Swift Quick Start
### 1. Add Wax to your project
**Swift Package Manager**
```swift
// Package.swift
dependencies: [
.package(url: "https://github.com/christopherkarani/Wax.git", from: "0.1.8")
]
```
Or in Xcode: **File → Add PaExcerpt of 17,593 characters
Read on GitHub
646
21
Claude · @anthropics
12
2
Robert (Kenpo) Evans
1
1
1
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:537f256847f81e20, topic:rag, topic:memory, readme:long-term memory
matched fp:537f256847f81e20, topic:vector-database, topic:vector-search, readme:hnsw
matched fp:537f256847f81e20, topic:ai-agents, readme:ai agent, desc:ai agents
matched fp:537f256847f81e20, topic:mcp, topic:mcp-server