TGV — AI Framework

An interactive guide to picking the right AI type for any project.

  ___________    __   __
  |__    __|  / _\ \/ /    A I   F R A M E W O R K
     |  |  | |  |\ / /    ─────────────────────────
     |  |  | |__/ | |     Which AI does your project
     |__|   \____/|_|     actually need?

  [ ML ]       ──  patterns from labeled data
  [ LLM ]      ──  understand & generate language
  [ GenAI ]    ──  create images, audio, video
  [ Agentic ]  ──  plan, act, loop, automate

  Start with the output shape — not the tech.  |  thegr8val

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📖 About

TGV AI Framework is a single-page interactive reference for anyone who needs to decide which type of AI to use on a project — before they've written a single line of code.

It's not academic. It's a decision-making tool: walk a tree, read the tradeoffs, pick your stack, and ship.

What	Detail
🌐 Format	Single-page HTML — no install, no dependencies
🎯 Audience	Engineers, analysts, builders — anyone starting an AI project
🔮 Scope	ML, LLM, Generative AI, and Agentic AI
🎨 Design	Matches thegr8val.github.io — Space Mono + Syne, dark theme

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🗂️ What's Inside

  TGV-AIFramework/
  │
  ├── index.html         ── The full framework (single file, self-contained)
  ├── LICENSE            ── MIT
  └── README.md          ── You are here

The framework is structured in 10 sections:

Section	Content
// 01	Decision Tree — 4 questions to find your AI type
// 02	The 4 Types — ML, LLM, GenAI, Agentic at a glance
// 03	Golden Rule — start with the output shape, not the tech
// 04	Common Mistakes — 6 anti-patterns with fixes
// 05	Hybrid Combinations — ML+LLM, LLM+RAG, Agentic+RAG, ML+Agentic
// 06	Tooling by Type — concrete tools per AI category
// 07	Cost & Effort Reality — setup, inference, explainability, maintenance
// 08	When to Level Up — 5 upgrade triggers
// 09	Sources & Docs — official documentation links per type
// 10	Questions? — reach out if you're stuck

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🚀 Usage

Option A — live version:

→ thegr8val.github.io/TGV-AIFramework

Option B — run locally:

git clone https://github.com/TheGr8Val/TGV-AIFramework.git
cd TGV-AIFramework
open index.html   # or just double-click it

No build step. No server required. One file.

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🤔 The 4 Types — TL;DR

  Output is a label or score?          → ML
  Output is text, language, or code?  → LLM
  Output is something new / creative? → GenAI
  Task needs actions across steps?    → Agentic

  When in doubt: start with LLM. Add complexity only when it earns its keep.

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📄 License

MIT — thegr8val

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TGV Toolkit





Made with 🔮 by thegr8val