🤖 Agentic AI Experiments

Welcome to my experiments with Agent Development Kit (ADK) by Google, OpenAI, Hugging Face, llama etc. The Agentic AI frameworks are designed to build robust, modular, and intelligent AI agents with ease. This repository explores various capabilities of ADK and showcases sample implementations, components, Agents, and workflows.

🌟 What is ADK?

The Agent Development Kit (ADK) is an open-source framework from Google that simplifies the development of autonomous AI agents. It provides the infrastructure to build modular, composable, and reactive agents that can plan, reason, and act across a variety of tools and environments.

Think of it as a way to orchestrate complex AI behavior using structured, reusable components—ideal for research, production, and LLM-based automation.

🔁 Event-driven agent loop

🧩 Composable components (tools, memory, state, etc.)

🗺️ Built-in support for planning and tool usage

⚙️ Easily extensible for custom logic and tools

Official docs: https://google.github.io/adk-docs

🛠️ Key Features

• Multi-step planning and reasoning

• Tool and environment integration

• Structured agent workflows

• LLM-agnostic architecture (can plug in models like Gemini, OpenAI, etc.)

• Support for memory, world models, reactive triggers

🚀 Use Cases

Here are some potential use cases where ADK shines:

1. AutoDev Agents Automate software development workflows: coding, testing, debugging, PR generation, etc.

2. Customer Support Agents Build agents capable of searching documentation, summarizing responses, escalating issues, and automating actions.

3. Research Assistants Develop agents that can search papers, summarize findings, generate citations, or propose experiments.

4. Workflow Automation Use ADK to build AI agents that monitor events (emails, Slack, etc.) and respond or take actions using integrated tools.

5. Multi-agent Collaboration Architect a team of cooperative agents performing distinct tasks with shared goals and memory.

📁 This Repo Includes

• 📂 examples/: Experiments and sample agents

• 🧠 components/: Custom tools, planners, and memory modules

• 📝 logs/: Sample agent traces and output logs

• 🛠️ configs/: ADK configuration and setup files

📦 Getting Started

To begin using ADK, follow the Quickstart Guide from the official docs.

📌 Disclaimer

This is a personal experimental project for learning and showcasing the power of Google’s ADK framework. Not affiliated with Google.