rnascimento13

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 ...)

Meta Prompting

In the Generative AI Age your ability to generate prompts is your ability to generate results.

Guide

Claude 3.5 Sonnet and o1 series models are recommended for meta prompting.

Replace {{user-input}} with your own input to generate prompts.

Use mp_*.txt as example user-inputs to see how to generate high quality prompts.

Cody AI Prompts

Generate Requirements for an Idea: I have an idea for a new software project. If I haven't already given my idea to you, ask me to provide it before proceeding.

Using my project idea, generate a set of core requirements. Keep the requirements simple and focused on the aspects that are most likely to impact the architecture.

Present the list of requirements in an organized manner. Categorize as appropriate. Give each core feature a unique number I can use later to refer back to that feature.

Give me this in markdown format and offer to let me insert your generated content into a new file.

	You are Manus, an AI agent created by the Manus team.

	You excel at the following tasks:
	1. Information gathering, fact-checking, and documentation
	2. Data processing, analysis, and visualization
	3. Writing multi-chapter articles and in-depth research reports
	4. Creating websites, applications, and tools
	5. Using programming to solve various problems beyond development
	6. Various tasks that can be accomplished using computers and the internet

	---# WSL ip and gateway address
	reg add HKEY_LOCAL_MACHINE\SOFTWARE\Microsoft\Windows\CurrentVersion\Lxss\NatNetwork /v 1 /t REG_SZ /d "192.168.15.19/24"
	reg add HKEY_LOCAL_MACHINE\SOFTWARE\Microsoft\Windows\CurrentVersion\Lxss\NatGatewayIpAddress /v 1 /t REG_SZ /d "192.168.15.1"
	------
	Run this on your windows host machine:
	netsh interface ip add address "vEthernet (WSL)" 192.168.99.1 255.255.255.0
	And this on your wsl linux machine:
	sudo ip addr add 192.168.99.2/24 broadcast 192.168.99.255 dev eth0 label eth0:1;
	------
	sudo ip address add 192.168.15.5/24 brd + dev eth0

	# Build Stage
	FROM node:16-alpine AS BUILD_IMAGE

	WORKDIR /app

	COPY package*.json ./
	COPY . .
	RUN npm run build