PJ Gray pj4533

Apple Foundation Models Framework Documentation

Overview

The Foundation Models framework is Apple's new API announced at WWDC 2025 that provides developers with direct access to the on-device large language model powering Apple Intelligence. Released to beta on June 9, 2025, this framework enables developers to integrate powerful AI capabilities directly into their apps while maintaining user privacy through on-device processing.

Key Features

On-device processing: All AI inference runs locally on the device
Privacy-focused: No data leaves the device or is sent to cloud servers

Look thru the whole code base for any files bigger than 300 lines. Refactor any file over 300 lines to be smaller. Consider separation of concerns and keep things organized and tidy.

DO NOT CHANGE ANY FUNCTIONALITY.

For classes, separate into extensions, named and grouped appropriately.
For views, split into subviews

Remember: only one object per file, so if some files have multiple objects thats an easy place to start.

	#!/usr/bin/env python3
	"""
	Apple Documentation Scraper
	Converts Apple documentation sections to markdown files recursively
	"""

	import requests
	import json
	import time
	import re

	func createBlackCGImage(basedOn originalImage: CGImage) -> CGImage? {
	let width = originalImage.width
	let height = originalImage.height
	let bitsPerComponent = originalImage.bitsPerComponent
	let bytesPerRow = originalImage.bytesPerRow
	let colorSpace = originalImage.colorSpace ?? CGColorSpace(name: CGColorSpace.sRGB)!
	let bitmapInfo = originalImage.bitmapInfo

	// Create an empty context with the same parameters as the original image
	guard let context = CGContext(data: nil,

	SELECT * FROM (
	SELECT
	`dutchess_tax_roll`.`parcel_location_address`,
	`dutchess_tax_roll`.`primary_owner`,
	`dutchess_tax_roll`.`street_address`,
	`dutchess_tax_roll`.`loc_st_name`,
	`dutchess_tax_roll`.`city_state_zip_code`,
	levenshtein(`dutchess_tax_roll`.`parcel_location_address`, `dutchess_tax_roll`.`street_address`) as lev_distance
	FROM `state_boe_active_012219`
	RIGHT JOIN `dutchess_tax_roll` ON (

	SELECT
	`dutchess_tax_roll`.`parcel_location_address`,
	`dutchess_tax_roll`.`primary_owner`,
	`dutchess_tax_roll`.`street_address`,
	`dutchess_tax_roll`.`loc_st_name`,
	`dutchess_tax_roll`.`city_state_zip_code`
	FROM `state_boe_active_012219`
	RIGHT JOIN `dutchess_tax_roll` ON (
	`dutchess_tax_roll`.`parcel_location_address` = `state_boe_active_012219`.`CUSTOM_STREET_ADDRESS`
	)

	SELECT
	`dutchess_tax_roll`.`parcel_location_address`,
	`dutchess_tax_roll`.`primary_owner`,
	`dutchess_tax_roll`.`street_address`,
	`dutchess_tax_roll`.`loc_st_name`,
	`dutchess_tax_roll`.`city_state_zip_code`
	FROM `state_boe_active_012219`
	RIGHT JOIN `dutchess_tax_roll` ON (
	`dutchess_tax_roll`.`parcel_location_address` = `state_boe_active_012219`.`CUSTOM_STREET_ADDRESS`
	)

	UPDATE `state_boe_active_012219`
	SET `state_boe_active_012219`.`CUSTOM_STREET_ADDRESS` = CONCAT(`state_boe_active_012219`.`RADDNUMBER`, ' ',`state_boe_active_012219`.`RSTREETNAME`)

	SELECT * from `state_boe_012219`
	WHERE
	(`state_boe_012219`.`CLEANED_VOTER_HISTORY` LIKE '%GE16%') AND
	(`state_boe_012219`.`CLEANED_VOTER_HISTORY` LIKE '%GE18%') AND
	(`state_boe_012219`.`CLEANED_VOTER_HISTORY` NOT LIKE '%GE17%')

	UPDATE `state_boe_012219` SET `state_boe_012219`.`CLEANED_VOTER_HISTORY` = 'GE18GE17GE16PP16GE12GE10GE08PP08GE06GE05GE04GE03GE02' WHERE `state_boe_012219`.`COUNTYVRNUMBER` = '918273';
	UPDATE `state_boe_012219` SET `state_boe_012219`.`CLEANED_VOTER_HISTORY` = 'GE18GE03GE02' WHERE `state_boe_012219`.`COUNTYVRNUMBER` = '817623';