My_GenAIs_v1

🧠 Here is the place Where I MindMap with GenAI

Welcome to my GenAI Hub - a living collection of powerful, reusable, and production-ready boilerplates for building Generative AI and Agentic AI applications using modern LLMs, tools, and frameworks.

This repo is designed as both a personal R&D playground and a launchpad for real-world GenAI projects. Every subfolder is either:

• A standard Python boilerplate for building Agentic AI projects(a minimal template you can clone and customize), or
• Growing collection of GenAI / Agentic AI Projects and utilities

Whether you’re prototyping an LLM‑powered assistant or spinning up a full‑stack AI webapp, this repo gets you started in minutes.

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📂 Boilerplate Overview

This repo’s Boilerplate_AgenticAi/ folder defines a reusable, modular skeleton:

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🧩 What You'll Find Here

• ✨ LLM-Ready Boilerplates (FastAPI, LangChain, OpenAI, Gemini, Hugging Face)
• 🕹️ Agentic Architectures using planning + tools
• 🧠 GenAI Patterns: tool use, RAG, embeddings, summarization, reasoning
• 🧪 Example Projects: music, productivity, education, and more

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🧠 GenAI, Agentic AI & LLMs — What They Are

🤖 Generative AI (GenAI)

GenAI models generate new content—text, images, code, audio—using deep learning. In this repo, I mostly focus on text-based LLMs like OpenAI’s GPT, Google’s Gemini, and open models like LLaMA/Mistral.

🧠 LLMs (Large Language Models) (Brain)

LLMs are pre-trained neural networks that can understand and generate human-like text. They're the engine behind everything here—from answering questions to writing code or planning actions.

🕸️ Agentic AI

Agentic AI goes beyond simple prompting. It uses structured decision-making:

• Uses an LLM to plan
• Calls external tools (APIs, databases, functions)
• Loops through reasoning steps
• Returns a final answer based on tool outputs

It’s what powers truly intelligent apps: a chatbot that browses events, books tickets, or summarizes legal documents using multiple systems in one flow.

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📁 Repository Structure

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├── Boilerplate_AgenticAI/   # Core templates for new AgenticAI projects
│   ├── python-agent/        # CLI + LangChain boilerplate
│   ├── webapp-fastapi/      # FastAPI + frontend boilerplate
│   └── codespaces/          # GitHub Codespaces configs
│
└── projects/                # AgenticAI showcase applications
    └── ConcTrack/           # 🎵 Concert Finder API (Ticketmaster + Gemini)