https://github.com/samridhisainii/agentic-ai
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https://github.com/samridhisainii/agentic-ai
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Work In Progress coming soon....
- Host: GitHub
- URL: https://github.com/samridhisainii/agentic-ai
- Owner: SAMRIDHISAINII
- License: gpl-3.0
- Created: 2025-06-29T12:36:25.000Z (12 months ago)
- Default Branch: main
- Last Pushed: 2025-09-20T05:10:53.000Z (9 months ago)
- Last Synced: 2025-11-16T12:58:05.758Z (7 months ago)
- Size: 21.5 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
#
Agentic Ai Roadmap
This repository is your one-stop resource for mastering Agentic AI, a domain of artificial intelligence that focuses on building autonomous AI agents. From understanding the foundational concepts to building industry-ready AI agents, this repository includes blogs, tutorials, and projects to guide you every step of the way. Let us get started!
## **✅ What’s inside the repository?**
Gain access to resources that cover:
- Types of AI agents and their functionalities.
- Frameworks for building AI agents like LangChain and more.
- Tutorials to build an AI agent from scratch or integrate it with large language models (LLMs).
- Hands-on projects to develop your skills in designing and deploying Agentic AI solutions.
## **📚 Table of Contents**
| **Topics** | **Description** |
|-----------------------------|---------------------------------------------------------------------------------|
| **Fundamentals of Agentic AI** | Learn the foundational concepts of AI agents, their design, and real-world use cases. |
| **Types of AI Agents** | Overview of various types of agents like simple, goal-based, model-based, etc. |
| **AI Agent Frameworks** | Explore popular frameworks for building AI agents, including LangChain. |
| **Building AI Agents** | Step-by-step guides to creating AI agents from scratch. |
| **Applications of Agentic AI** | Discover how AI agents are being used across industries. |
| **AI Agent Projects** | Practical projects to get hands-on experience.
# Agentic AI Learning Resources
## **📚 Fundamentals of Agentic AI**
Discover the basics of AI agents and how they work.
- 📝 [What are Agentic AI]()
- 📝 [How to learn about AI Agents]()
- 📝 [How Agentic AI Delivers ROI?](https://www.projectpro.io/podcast/title/business-benefits-of-agentic-ai)
- 📝 [AI Agent Architectures](https://www.projectpro.io/article/ai-agent-architectures/1135)
- 📝 [Agentic AI Design Patterns]()
## **🌐 Types of AI Agents**
Explore the various categories of AI agents and their characteristics.
- 📝[Types of AI Agents]()
## **🤖 AI Agent Frameworks**
Learn about the best tools and libraries for building AI agents.
- 📝 [AI Agent Frameworks]()
- 📝 [LangChain Projects]()
- 📝 [How to Use Langsmith with Hugging Face Models?](https://www.projectpro.io/article/langsmith/1122)
- 📝 [LangChain vs LangGraph](https://www.projectpro.io/article/langchain-vs-langgraph/1123)
- 📝 [How to Build Low-Code AI Projects with Langflow?](https://www.projectpro.io/article/langflow/1128)
- 📝 [How to Build AI Agents using n8n?]()
## **🧠 Building and Deploying AI Agents**
Step-by-step guides and tutorials to help you create robust AI agents.
- 📝 [How to Build an AI Agent from Scratch]()
- 📝 [How to Build Multi-Agent AI Systems for Your Next AI Project?]()
- 📝 [How to Build an AI Agent with Pydantic AI?]()
- 📝 [How to Build AI Agents with Phidata?]()
- 📝 [How to Build a custom AI Agent?]()
- 📝 [How to Build an LLM-Powered Data Analysis Agent?]()
- 📝 [How to Build an AI Agent with CrewAI?]()
- 📝 [How to Build an LLM Agent using OpenAI API]()
- 📝 [How to Build Generative AI Applications]()
- 📝 [How to Build Agentic RAGs With Smolagents?]()
- 📝 [How to Build LangChain Agents?]()
- 📝 [LangGraph Tutorial for Beginners to Build AI Agents]()
- 📝 [How to Build a Conversational AI Agent with RASA AI?]()
- 📝 [MCP Implementation with RAG]()
- 📝 [How to use the Microsoft Autogen framework to Build AI Agents?]()
- 📝 [How to Build Real-Time AI Agents with Langchain MCP?]()
- 📝 [How to Build AWS Bedrock Agents Step by Step?]()
## **🌟 Applications and Use Cases**
Explore how Agentic AI is transforming industries.
- 📝 [Artificial Intelligence Project Ideas]()
- 📝 [AI Agent Projects]()
- 📝 [Generative AI Projects]()
- 📝 [LangChain Projects]()
- 📝 [LLM Project Ideas]()
- 📝 [How to Build Agentic Workflows for AI Projects?]()
- 📝 [Top CrewAI Projects]()
- 📝 [MCP Projects]()
- 📝 [Microsoft Autogen Projects]()
- 📝 [n8n Projects]()
## **🚀 Projects to Elevate Your Learning**
Hands-on learning is the best way to master Agentic AI! Start with these beginner-to-advanced projects.
- 🛠️ [Langchain Project for Customer Support App in Python]()
- 🛠️ [Llama2 Project for MetaData Generation using FAISS and RAGs]()
- 🛠️ [Build a Langchain Streamlit Chatbot for EDA using LLMs]()
- 🛠️ [Build a Customer Support Agent using OpenAI and AzureML]()
## **🎁 Free Resources**
Get started with these amazing freebies!
- 📄 [Artificial Intelligence Project Idea]()
- 📄 [Artificial Intelligence Interview Questions and Answers](https://www.projectpro.io/free-learning-resources/ai-interview-questions-and-answers-pdf)
- 📄 [How to Build an LLM-Powered Data Analysis Agent?](https://www.projectpro.io/free-learning-resources/llm-data-analysis-agent-with-source-code)
- 📄 [Agentic AI Interview Questions and Answers](https://www.projectpro.io/article/agentic-ai-interview-questions-and-answers/1127)
To learn more about Generative AI Projects, visit our website! And don’t forget to check out ProjectPro Generative AI Learning Path.✅
## 💬 Contact Us
Have questions or suggestions, or you just want to check out our projects? Reach out to us:
👉 **Email**: care@projectpro.io
👉 **Check out our Website**: [https://www.projectpro.io/](https://www.projectpro.io/)
See you inside! 👋