pguso/ai-product-from-scratch
Build an AI communication analyzer from scratch to understand how AI products actually work. Learn prompt engineering, reasoning pipelines, and local LLM integration using Node.js - no frameworks, no abstractions, just fundamentals
This project guides you through building a 'Communication Mirror' that analyzes written messages for their emotional impact. You input a text message, and the tool outputs insights into its intent, tone, impact, and suggests alternative phrasings. It's designed for developers, product managers, or technical learners who want to deeply understand the mechanics of AI agent development, prompt engineering, and local LLM integration.
Use this if you are a developer or technical learner who wants to build a complete AI product from the ground up to understand how AI agents work, without relying on high-level frameworks.
Not ideal if you're looking for a ready-to-deploy, scalable production solution or a simple library for integrating existing AI models into an application.
Stars
20
Forks
2
Language
TypeScript
License
MIT
Category
Last pushed
Feb 07, 2026
Commits (30d)
0
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