Mark mvandermeulen

Prompt Chaining with QwQ, Qwen, o1-mini, Ollama, and LLM

Here we explore prompt chaining with local reasoning models in combination with base models. With shockingly powerful local models like QwQ and Qwen, we can build some powerful prompt chains that let us tap into their capabilities in a immediately useful, local, private, AND free way.

Explore the idea of building prompt chains where the first is a powerful reasoning model that generates a response, and then use a base model to extract the response.

Play with the prompts and models to see what works best for your use cases. Use the o1 series to see how qwq compares.

Setup

Bun (to run bun run chain.ts ...)

Web App Tech Stack Things

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

🚀 GitHub Copilot Tips for Healthcare Teams

A curated collection of best practices, tips, and resources to help healthcare professionals and development teams unlock the full potential of GitHub Copilot. Designed for sensitive environments, this guide highlights actionable advice, insightful articles, and compliance-minded practices. 🌟

📋 Table of Contents

💡 Why GitHub Copilot for Healthcare?
🔧 Quick Setup and Best Practices
🧑‍⚕️ Healthcare-Specific Use Cases
⚖️ Compliance and Security Best Practices
🤝 Connect with Me

	Crear una landing page diseño "pixel perfect" con muy buena UX/UI con transiciones modernas, inspirate los detalles de la captura de la landing que adjunte quiero que sea igual o casi igual, video en el centro que tiene un efecto hover, usa una imagen de upsplash que sirva como cover de un video. standard 16:9 aspect ratio.standard 16:9 aspect ratio.

	Key Design Elements:

	Clean, minimal design with lots of whitespace
	Soft, mint/sage green background (#F7F9F8)
	Modern typography with a bold headline and subtle descriptive text
	Centered video player with hover effects and rounded corners
	Small "Updated" badge with subtle styling
	Professional navigation bar with clear hierarchy

	from enum import Enum
	from typing import List, Optional
	from datetime import datetime

	from pydantic import (
	BaseModel,
	EmailStr,
	Field,
	HttpUrl
	)

	import discord
	from discord.ext import commands
	from sqlalchemy import create_engine, Column, Integer, String, Boolean
	from sqlalchemy.orm import sessionmaker, declarative_base
	import stripe
	from fastapi import FastAPI, Request, HTTPException
	import uvicorn
	import asyncio

	# Set up the database

	from fastapi import FastAPI, Depends, BackgroundTasks, Request
	from typing import Annotated, AsyncIterator
	from pydantic import BaseModel, Field
	from uuid import uuid4
	from contextlib import asynccontextmanager
	import random
	import asyncio

	app = FastAPI()

	from fastapi import FastAPI, HTTPException, UploadFile, Form
	from fastapi.middleware.cors import CORSMiddleware
	from prisma import Prisma
	from deepface import DeepFace
	import numpy as np
	from io import BytesIO
	from PIL import Image, UnidentifiedImageError
	import json
	import os
	import base64

	while true; do
	osascript -e '
	tell application "System Events"
	if exists process "Claude" then
	tell process "Claude"
	if exists button "Allow for This Chat" of group 2 of group 1 of group 2 of group 1 of UI element "Claude" of group 1 of group 1 of group 1 of group 1 of window "Claude" then
	click button "Allow for This Chat" of group 2 of group 1 of group 2 of group 1 of UI element "Claude" of group 1 of group 1 of group 1 of group 1 of window "Claude"
	log "clicked allow button"
	end if
	end tell