Wax serves as the SQLite for AI memory, providing a streamlined method to integrate memory into applications. By replacing complex RAG setups with a serverless, single-file format, it eliminates the need for heavy infrastructure, allowing developers to focus on building smarter apps. Fast, lightweight, and completely on-device.
Wax simplifies the process of integrating memory into on-device AI applications, providing a streamlined alternative to complex RAG (retrieval-augmented generation) architectures. With a single file format, Wax eliminates the need for extensive infrastructure, allowing developers to focus on building intelligent applications without the overhead of managing multiple services.
Wax delivers a fully functional memory layer encapsulated in a single .mv2s file — enabling fast, reliable, and private memory management for AI agents. Forget the hassle of Docker, complex database configurations, and network dependencies; Wax is designed to enhance the efficiency of AI interactions dramatically.
.mv2s file structure makes it easy to manage, backup, and distribute.Integrate Wax with just a few lines of code:
import Wax
// Create a memory file
let brain = try await MemoryOrchestrator(
at: URL(fileURLWithPath: "brain.mv2s")
)
// Store user preferences
try await brain.remember(
"User prefers dark mode and gets headaches from bright screens",
metadata: ["source": "onboarding"]
)
// Retrieve context about user preferences
let context = try await brain.recall(query: "user preferences")
// → "User prefers dark mode and gets headaches from bright screens"
Wax compacts all memory into a single file, which includes:
This unique approach enables users to avoid fragmentation and maintain efficient access to their stored memories.
Wax outperforms traditional memory solutions, offering single-file simplicity and offline capabilities compared to heavier architectures like Chroma and Pinecone, which require server setups and external dependencies.
Wax represents a significant evolution in managing AI memory, providing an efficient, user-friendly solution that prioritizes privacy and performance. By leveraging the power of a compact, single-file system, developers can create advanced AI applications without the burden of complex infrastructure. Explore more and elevate your AI projects with Wax.
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