jimbrig

{
    "id": "id1vzz_tJL",
    "name": "GMH Communities",
    "domain": "gmhcommunities.com",
    "claimed": false,
    "description": "We are GMH communities, a privately owned, real estate company specializing in the acquisiton, development, and management of exceptional living communities.",
    "longDescription": "GMH Communities is a privately owned real estate company that specializes in acquiring, developing, and managing exceptional living communities across the United States. With over 35 years of experience, GMH Communities, owned by GMH Associates™, has established itself as a leader and innovator in the industry since 1985. Their comprehensive services cover every aspect of the development process, from preliminary concepts to delivery. The dedicated GMH team handles site selection and acquisition, due diligence, entitlements, design coordination, and construction, ensuring a seamless and efficient experience for their clients. GMH Communities has received numerous accolades for their work, includi

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jimbrig

library(shiny)

reactiveTrigger <- function() {
  counter <- reactiveVal( 0)
  list(
    depend = function() {
      counter()
      invisible()
    },
    trigger = function() {

jimbrig

Four Level framework for prompt engineering

Watch the breakdown here in a Q4 2024 prompt engineering update video

LLM library

Ollama

Level 1: Ad hoc prompt

• Quick, natural language prompts for rapid prototyping
• Perfect for exploring model capabilities and behaviors

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openapi: 3.1.0
info:
  title: No Clocks Auth API
  version: 1.0.0
  description: >-
    This API allows for user authentication, management of users, roles, permissions, and session handling.
  termsOfService: https://noclocks.dev/terms
  contact:
    name: API Support
    url: https://support.noclocks.dev

jimbrig

$inputString = "Password123"

$sha256 = [System.Security.Cryptography.SHA256]::Create()
$bytes = [System.Text.Encoding]::UTF8.GetBytes($inputString)
$hashBytes = $sha256.ComputeHash($bytes)

$base64String = [System.Convert]::ToBase64String($hashBytes)

$binaryString = [System.Text.StringBuilder]::new()
foreach ($byte in $hashBytes) {

jimbrig

# plumber_asynchronous.R
require(future)
require(uuid)

plan(multiprocess)


defaultPackages <- c("plyr",
		   "dplyr",
		   "dbplyr",

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{
  "openapi": "3.1.0",
  "info": {
    "title": "BrandFetch API",
    "description": "API for retrieving brand information using domain or ID.",
    "version": "1.0.0",
    "termsOfService": "https://brandfetch.com/terms",
    "license": {
      "name": "MIT",
      "url": "https://choosealicense.com/licenses/mit/"

jimbrig

openapi: 3.1.0
info:
  title: Brandfetch API
  description: Brandfetch API for retrieving brand information.
  version: 2.0.0
  termsOfService: https://brandfetch.com/terms
  contact:
    url: https://brandfetch.com/developers
servers:
  - url: https://api.brandfetch.io/v2

jimbrig

library(httr2)

call_openrouter <- function(prompt, model = "openai/gpt-3.5-turbo") {
  req <- request("https://openrouter.ai/api/v1/chat/completions") %>%
    req_headers(
      "Content-Type" = "application/json",
      "Authorization" = paste("Bearer", Sys.getenv("OPENROUTER_API_KEY")),
      "HTTP-Referer" = "https://your-site-url.com",  # Optional
      "X-Title" = "Your Site Name"  # Optional
    ) %>%