Mike Preston Darkflib

Conversation with gpt-4.1

Extracted on 2025-04-15 02:09:53

System

Use Python code where applicable. Follow best practice - exceptions, inline documentation etc. If there are multiple options, please outline them before commiting to them.

Supporting an Autistic Partner: A One-Page Primer

Understanding Sensory Sensitivities Autistic people often experience the world more intensely. Sensory overload is common and can cause distress or shutdown.

Signs to look out for:

Irritability in loud or chaotic environments.

Discomfort in heat, bright lights, or tight clothing.

What Shall We Do with the Sleepy Geek?

(To the tune of "Drunken Sailor")

(Chorus)

What shall we do with the sleepy geek?

Here's a quick reference for Tmux, covering sessions, panes, and windows along with the command you mentioned.

Tmux Basics

Start a new session:
```
tmux new -s <session_name>
```
Attach to an existing session:

tmux attach -t

Embeddings and dimensionality reduction in the context of RAG (Retrieval Augmented Generation).

Vector embeddings typically have many dimensions (e.g., 768, 1024, or 1536 dimensions depending on the model), but you're correct that they can often be compressed while maintaining much of their utility. Here's why and how this works:

Primary Principles:

Embeddings encode semantic meaning across their dimensions
The dimensions aren't necessarily ordered by importance in their raw form
However, we can transform them to be ordered by importance

Dimensionality Reduction Methods:

	MIT LICENSE

	Copyright 2018 Quentin Dufour

	Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
	The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
	THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR TH

	import random
	import os

	def load_words():
	# Get a random word from the system dictionary.

	# Check if the file exists and is readable.
	if not os.access('/usr/share/dict/words', os.R_OK):
	return []
	# Check if the file is not empty.

	import pysmartthings
	import asyncio
	import logging
	import os
	import dotenv
	import aiohttp

	dotenv.load_dotenv()

	# Enable default logging