Daniel Molnar soobrosa

## local_ai_on_apple_silicon.md

      
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                Local AI on Apple Silicon
              
          
    Local AI on Apple Silicon

Dec 15th, 2025
Why?

You might ask the question. We all know that LLMs are non-deterministic stochastic parrots and the “blurry JPEGs of the Web” or whatnot the thief overlords found laying around. Still they are useful with the proper leash.
Possible reasons to prefer a local AI:

  
## ciee.geojson

      
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                ciee
              
          
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## spitalfields.json

      
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              December 4, 2024 15:54
            
              
                spitalfields.json
              
          
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## python_dependency_management.md

      
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                soobrosa
                / python_dependency_management.md
            
            
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              November 26, 2021 16:21
            
              
                python_dependency_management.md
              
          
    READER

#python #dependency #deployment #packaging


Overview of python dependency management tools model.predict


How We Deploy Python Code Nylas


Freezing Python’s Dependency Hell in 2018 tech-at-instacart


## recipe.sh
cat recipes_vegan.json | jq '.recipes[].extendedIngredients[]' | jq '[.id,.aisle,.image,.consistency,.name,.nameClean,.original,.originalString,.originalName,.amount,.unit,.meta[],.metaInformation[],.measures.metric.amount,.measures.metric.unitShort,.measures.metric.unitLong]' -c

cat recipes_vegan.json | jq '.recipes[].analyzedInstructions[].steps[]' | jq '[.number, .step, .ingredients[].id, .ingredients[].name, .ingredients[].localizedName, .ingredients[].image]' -c

## redshift_json_udf.sql
CREATE OR REPLACE FUNCTION CLEAN_DEEP_JSON (j VARCHAR(65535), f VARCHAR(65535))
RETURNS VARCHAR(MAX)
STABLE AS $$
  import json
  if not j:
    return None
  try:
    arr = json.loads(j)
  except valueerror:
    return None

## install_opencv_rpi.sh
# thanks to
# https://medium.com/r/?url=https%3A%2F%2Fncsforum.movidius.com%2Fdiscussion%2Fcomment%2F299%2F%23Comment%5C_299
# https://ahmedibrahimvt.wordpress.com/2017/02/19/fatal-error-hdf5-h-no-such-file-or-directory/
# http://www.pyimagesearch.com/2015/07/20/install-opencv-3-0-and-python-3-4-on-ubuntu/

sudo apt-get update
sudo apt-get upgrade
sudo apt-get install build-essential cmake pkg-config
sudo apt-get install libjpeg-dev libtiff5-dev libjasper-dev libpng12-dev
sudo apt-get install libavcodec-dev libavformat-dev libswscale-dev libv4l-dev

## install_caffe_rpi.sh
# tested on a Raspbery Pi 3 running a Raspbian Jessie July 2017

# dependencies
apt-get update
sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler
sudo apt-get install --no-install-recommends libboost-all-dev
sudo apt-get install libgflags-dev libgoogle-glog-dev liblmdb-dev
sudo apt-get install libopenblas-dev
sudo apt-get install libatlas-base-dev

## install_caffe_osx.sh
# tested on Macbook Air 13", early 2015, 1,6 Ghz Intel Core i5, 8Gb RAM running macOS Sierra

# if you don't have brew
/usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
brew update

# dependencies
brew install -vd snappy leveldb gflags glog szip lmdb
brew tap homebrew/science
brew install hdf5 opencv

## export_spotify_tracks_you_liked.sh
#!/bin/bash
#
# you need
# https://github.com/jehiah/json2csv and
# https://stedolan.github.io/jq/
# to roll like this
#
# get your token at https://developer.spotify.com/web-api/console/get-current-user-saved-tracks/
#
	cat recipes_vegan.json \| jq '.recipes[].extendedIngredients[]' \| jq '[.id,.aisle,.image,.consistency,.name,.nameClean,.original,.originalString,.originalName,.amount,.unit,.meta[],.metaInformation[],.measures.metric.amount,.measures.metric.unitShort,.measures.metric.unitLong]' -c

	cat recipes_vegan.json \| jq '.recipes[].analyzedInstructions[].steps[]' \| jq '[.number, .step, .ingredients[].id, .ingredients[].name, .ingredients[].localizedName, .ingredients[].image]' -c
	CREATE OR REPLACE FUNCTION CLEAN_DEEP_JSON (j VARCHAR(65535), f VARCHAR(65535))
	RETURNS VARCHAR(MAX)
	STABLE AS $$
	import json
	if not j:
	return None
	try:
	arr = json.loads(j)
	except valueerror:
	return None
	# thanks to
	# https://medium.com/r/?url=https%3A%2F%2Fncsforum.movidius.com%2Fdiscussion%2Fcomment%2F299%2F%23Comment%5C_299
	# https://ahmedibrahimvt.wordpress.com/2017/02/19/fatal-error-hdf5-h-no-such-file-or-directory/
	# http://www.pyimagesearch.com/2015/07/20/install-opencv-3-0-and-python-3-4-on-ubuntu/

	sudo apt-get update
	sudo apt-get upgrade
	sudo apt-get install build-essential cmake pkg-config
	sudo apt-get install libjpeg-dev libtiff5-dev libjasper-dev libpng12-dev
	sudo apt-get install libavcodec-dev libavformat-dev libswscale-dev libv4l-dev
	# tested on a Raspbery Pi 3 running a Raspbian Jessie July 2017

	# dependencies
	apt-get update
	sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler
	sudo apt-get install --no-install-recommends libboost-all-dev
	sudo apt-get install libgflags-dev libgoogle-glog-dev liblmdb-dev
	sudo apt-get install libopenblas-dev
	sudo apt-get install libatlas-base-dev
	# tested on Macbook Air 13", early 2015, 1,6 Ghz Intel Core i5, 8Gb RAM running macOS Sierra

	# if you don't have brew
	/usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
	brew update

	# dependencies
	brew install -vd snappy leveldb gflags glog szip lmdb
	brew tap homebrew/science
	brew install hdf5 opencv
	#!/bin/bash
	#
	# you need
	# https://github.com/jehiah/json2csv and
	# https://stedolan.github.io/jq/
	# to roll like this
	#
	# get your token at https://developer.spotify.com/web-api/console/get-current-user-saved-tracks/
	#