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A Swift Developer’s Guide to Prompt Engineering with Apple’s FoundationModels
Learn how to craft effective, guided prompts for Apple’s Foundation Model using Swift, SwiftUI, and the powerful FoundationModels framework.
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NatashaTheRobot
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Let’s Build a SwiftUI Study‑Plan App using FoundationModels StreamResponse
Learn how to build a real-time, token-streaming Study Plan app in SwiftUI using Apple’s FoundationModels framework and its powerful StreamResponse API.
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NatashaTheRobot
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Introduction to Apple's FoundationModels: Limitations, Capabilities, Tools
Learn how to get started with Apple's FoundationModels Framework
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NatashaTheRobot
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Building a Sanskrit Dictionary App: An AI-Powered Retrospective
My experience building a Sanskrit Dictionary app showed me how LLMs and Python empowered me, a Swift developer, to work with unfamiliar tools…
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NatashaTheRobot
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May 2025

How to Work with OpenAI's Batch API (not in Swift!)
Learn how to preprocess your data and save 50% on costs using OpenAI’s Batch API - with practical tips, Python scripting shortcuts, and a visual…
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NatashaTheRobot
Adding Guardrails to Your Swift AI App: What They Are and How to Use Them
Learn how to implement input and output guardrails in your Swift project to validate user prompts and LLM responses, ensuring your AI-powered app stays…
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NatashaTheRobot
How to Enable Text Embeddings Vector Storage in Supabase
Learn how to enable and store text embeddings in Supabase, so you can perform efficient semantic search on small, structured datasets w/out needing a…
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NatashaTheRobot
Let's build an AI-Powered Recipe App using the Prompt Chaining Agents Workflow in Swift
Learn how to build an intelligent, step-by-step recipe app in Swift using a prompt chaining workflow with multiple AI agents and support for both OpenAI…
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NatashaTheRobot
Let's Add an Agent Routing Workflow to a TODO App in Swift
Learn how to use the Agent Routing Workflow to build custom user interfaces for different user needs in your app.
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NatashaTheRobot
The Case for Preprocessing: Using LLMs Before Your Users Do
Learn how to use LLMs efficiently by preprocessing and storing AI-generated content on the backend instead of generating it on demand, saving costs…
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NatashaTheRobot
Let's Build a Natural Language Movie Recommendation App using the Parallel Voting Agent Workflow in Swift
Learn how to build more accurate and reliable AI-powered apps using a Parallel Voting Agent Workflow, demonstrated through a Swift-based Movie…
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NatashaTheRobot
Let's build a PDF Query App using AI Agents Parallelization Workflow in Swift
In this app, the user uploads a PDF document and asks a questions about the document. Several AI Agents are deployed in parallel to find the responses…
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NatashaTheRobot
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