AI
Machine Learning
Agentic AI
Introduction
Discover what Agentic Lightening is, why it's a game-changer for AI agent development, its key benefits, and a brief history. Learn how this Microsoft …
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Machine Learning
Agentic AI
Core Concepts
Dive into the fundamental building blocks of Agentic Lightening. Understand the roles of `LitAgent`, `Trainer`, and the `AgentLightningServer`, and …
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Machine Learning
Agentic AI
Integration
LangChain
AutoGen
Learn how to seamlessly integrate your existing AI agents, built with frameworks like LangChain, OpenAI Agent SDK, AutoGen, and CrewAI, into Agentic …
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Machine Learning
Agentic AI
Core Concepts
Evaluation
Delve into the critical concepts of 'rollouts' and 'rewards' in Agentic Lightening. Learn how agents execute tasks, how their interactions are …
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Machine Learning
Agentic AI
Algorithms
Reinforcement Learning
Prompt Engineering
Explore the advanced optimization algorithms supported by Agentic Lightening, including Reinforcement Learning (RL), Automatic Prompt Optimization …
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Machine Learning
Agentic AI
Project
Prompt Engineering
Tutorial
Build a basic Question-Answering (QA) agent and leverage Agentic Lightening's capabilities for Automatic Prompt Optimization (APO) to enhance its …
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Machine Learning
Agentic AI
Project
LangChain
Reinforcement Learning
Take your LangChain agent to the next level by integrating it with Agentic Lightening for Reinforcement Learning (RL) based optimization. This project …
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Machine Learning
Agentic AI
Resources
Learning
Community
A curated collection of resources to continue your journey with Agentic Lightening and the broader field of AI agents. Includes recommended courses, …
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Machine Learning
Agentic AI
Open Source
Microsoft
Reinforcement Learning
Python
A comprehensive guide to Microsoft's Agentic Lightening framework, designed for absolute beginners and experienced developers to train and optimize AI …
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Spring Boot
AI
Agentic AI
Large Language Models
Programming
A comprehensive, beginner-friendly guide to building intelligent AI agents in Java using Spring Boot, covering foundational concepts, practical …
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Large Language Models
Developer Tools
Programming
Protocols
Agentic AI
A comprehensive, beginner-friendly textbook-style document on Model Context Protocol (MCP), focusing on creating MCP servers for AI agents and …
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Agentic AI
Advanced Concepts
Python
DevOps
Software Engineering
An in-depth exploration of advanced concepts, robust architectures, and real-world complex applications of agentic AI for experienced professionals, …
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Agentic AI
LLM
Python
LangChain
LangGraph
CrewAI
Automation
A comprehensive guide to building intelligent AI agents using LangChain and LangGraph, covering foundational concepts, tool integration, memory …
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Agentic AI
Beginner Guide
LangChain
Python
A comprehensive, beginner-friendly guide to understanding, building, and applying agentic AI for UI and backend systems using popular libraries like …
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LLMOps
AI
Machine Learning
Deep Learning
DevOps
LLM
Agentic AI
Practical Guide
A comprehensive and practical guide to MLOps and LLMOps principles and practices for managing the lifecycle of Large Language Models and Agentic AI …
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