jimbrig

#Requires -Modules @{ ModuleName = 'PwshSpectreConsole'; RequiredVersion = '2.1.1' }

Set-SpectreColors -AccentColor DeepPink1

# Build root layout scaffolding for:
# .--------------------------------.
# |             Title              | <- Update-TitleComponent will render the title
# |--------------------------------|
# |                                | <- Update-MessageListComponent will display the list of messages here
# |                                |

jimbrig

<#
	.SYNOPSIS
	PUT SHORT SCRIPT DESCRIPTION HERE AND ADD ANY ADDITIONAL KEYWORD SECTIONS AS NEEDED (.PARAMETER, .EXAMPLE, ETC.).
#>
[CmdletBinding()]
param (
	# PUT PARAMETER DEFINITIONS HERE AND DELETE THIS COMMENT.
)

process {

jimbrig

function Invoke-ScriptBlockWithRetries {
	[CmdletBinding(DefaultParameterSetName = 'RetryNonTerminatingErrors')]
	param (
		[Parameter(Mandatory = $true, HelpMessage = "The script block to execute.")]
		[ValidateNotNull()]
		[scriptblock] $ScriptBlock,

		[Parameter(Mandatory = $false, HelpMessage = "The maximum number of times to attempt the script block when it returns an error.")]
		[ValidateRange(1, [int]::MaxValue)]
		[int] $MaxNumberOfAttempts = 5,

jimbrig

.PHONY: buildsite check clean coverage docs getwd initialize install load render setwd start test usegit
.DEFAULT_GOAL := help

define BROWSER_PYSCRIPT
import os, webbrowser, sys
from urllib.request import pathname2url

# The input is expected to be the full HTML filename
filename = sys.argv[1]
filepath = os.path.abspath(os.path.join("./vignettes/", filename))

jimbrig

sfThemeSelector = function() {
    # --------------------------------------------------------------------------
    # Allow dynamic update of bootstrap theme.
    # --------------------------------------------------------------------------
    div(
        div(
            selectInput(
                "shinytheme-selector", "Select theme:",
                c("default", shinythemes:::allThemes()),

jimbrig

Slides

https://speakerdeck.com/jcheng5/shiny-x-ai

Multimodal controls

• Video input and audio spinner controls: {shinymedia}, for R and Python
• Video assistant example app
  • Python version: live demo / source
• R version: source

jimbrig

from typing import Any, Dict, List, Type

import instructor
from anthropic import Anthropic
from config.settings import get_settings
from openai import OpenAI
from pydantic import BaseModel, Field


class LLMFactory:

jimbrig

// 2022-04-03, tested with Chrome 99.0.4844.84 on MacBook Pro m1
/*
  Open chrome://flags/
  F12 open developer console, swtich to tab "Console"
  Paste below codes
   - input backup() to download flags backup file
   - input restore() to select one backup to restore
*/

function saveFile(filename, data) {

jimbrig

PowerShell, as a language, is very self-discoverable.

When you Get-Command, you get a rich object about a command.

This can have a lot of metadata.

You can and should also use inline help (like this script does).

Sometimes, I want more metadata than the command or parameter can actually provide.

jimbrig

# @drob's version from https://twitter.com/drob/status/1501747414780239879
pluck_recursive <- function(lst, name) {
  if (is.list(lst)) {
    if (!is.null(lst[[name]])) {
      return(lst[[name]])
    }
    return(unname(unlist(purrr::map(lst, pluck_recursive, name))))
  }
}