Overview
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The specialization takes learners from foundational concepts to advanced deployment of agentic AI systems, structured as a clear progression from basics to complex implementations. The first course in the path introduces core LangChain concepts, enabling learners to create and optimize AI chains and build their first smart Q&A bot. The next stage focuses on retrieval-augmented generation and memory systems, where learners gain expertise in document processing, embeddings, and building context-aware AI applications. The final course in the specialization delves into advanced agent architectures and production deployment, covering multi-agent systems, secure deployment practices, and scalable AI solutions. Through this structured pathway, learners develop a comprehensive skill set in designing and deploying intelligent AI systems that can handle complex real-world tasks.
This specialization is based on the course, Agentic AI Systems: Build & Deploy with LangChain/LangGraph, by Paulo Dichone.
Syllabus
- Course 1: Foundations of Agentic AI with LangChain
- Course 2: Building RAG and Memory Systems with LangChain
- Course 3: Agent Architectures and Production Deployment with LangGraph
Courses
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Master the design and deployment of advanced agentic AI systems using LangGraph and LangChain. Learn to build multi-agent architectures, implement robust production strategies, and ensure secure, scalable AI deployments. This course takes you deep into the world of LangGraph, covering its unique graph-based architectures and advanced agent patterns. You will learn to construct multi-agent systems, implement communication and coordination strategies, and design hierarchical and iterative agent workflows. The course also covers critical production deployment topics, including observability, security, testing, cost optimization, and real-world deployment practices, empowering you to launch and maintain production-ready AI agent systems. With a focus on advanced concepts and real-world deployment, this course uses detailed explanations, practical demonstrations, and targeted quizzes to help you design, secure, and deploy sophisticated agentic AI applications. Each module builds your expertise in both architecture and operational best practices. This course is part three of a three-course Specialization designed to build a complete and cohesive understanding of the subject. While it offers valuable skills on its own, you'll gain the most benefit by progressing through all three courses as a structured learning journey. This course is based on Agentic AI Systems: Build & Deploy with LangChain/LangGraph, by Paulo Dichone. This course is licensed and distributed by Packt. All rights reserved. Packt is one of the world's most prolific publishers of cutting-edge technical content. For over two decades we've made it our mission to curate and publish the knowledge of only the very best technical experts. We focus on real-world courses that help our customers get the job done, with coverage that extends across a wide range of established and cutting-edge technical topics. If you're an individual or an organisation that embraces learning by doing, Packt is the perfect fit for you.
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Delve into advanced document processing, retrieval-augmented generation (RAG), and memory management to create intelligent, context-aware AI applications. Gain expertise in document loaders, embeddings, vector stores, and sophisticated RAG pipelines. This course explores the advanced capabilities of LangChain for handling documents, chunking, embeddings, and retrieval-augmented generation. You will learn how to efficiently load and process diverse data sources, implement chunking and embedding strategies, and build scalable vector stores. The course then guides you through designing comprehensive RAG pipelines and integrating memory systems, culminating in the creation of an AI Research Assistant capable of advanced information retrieval and contextual conversation. The course combines in-depth conceptual overviews with practical walkthroughs and quizzes, enabling you to apply advanced techniques in document processing, RAG, and memory. Each topic is illustrated with real-world scenarios to help you build sophisticated, context-aware AI solutions. This course is part two of a three-course Specialization designed to build a complete and cohesive understanding of the subject. While it offers valuable skills on its own, you'll gain the most benefit by progressing through all three courses as a structured learning journey. This course is based on Agentic AI Systems: Build & Deploy with LangChain/LangGraph, by Paulo Dichone. This course is licensed and distributed by Packt. All rights reserved. Packt is one of the world's most prolific publishers of cutting-edge technical content. For over two decades we've made it our mission to curate and publish the knowledge of only the very best technical experts. We focus on real-world courses that help our customers get the job done, with coverage that extends across a wide range of established and cutting-edge technical topics. If you're an individual or an organisation that embraces learning by doing, Packt is the perfect fit for you.
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Build a strong foundation in agentic AI by mastering LangChain's core concepts, architecture, and essential tools. Learn to create robust AI chains, integrate APIs, and develop your first intelligent applications. This course introduces you to the fundamentals of building agentic AI systems using LangChain. You will set up your development environment, connect with leading AI providers, and explore the architecture and core concepts of LangChain, including LCEL, runnable chains, and output parsers. By the end of the course, you will be able to design and implement basic AI chains, optimize model configurations, and build your first smart Q&A bot, equipping you with the skills to tackle more advanced AI challenges. Through a blend of clear explanations, practical demonstrations, and interactive quizzes, this course guides you step-by-step from setup to building your first AI-powered applications. Each concept is reinforced with real-world examples to ensure you gain practical, applicable knowledge. This course is part one of a three-course Specialization designed to build a complete and cohesive understanding of the subject. While it offers valuable skills on its own, you'll gain the most benefit by progressing through all three courses as a structured learning journey. This course is based on Agentic AI Systems: Build & Deploy with LangChain/LangGraph, by Paulo Dichone. This course is licensed and distributed by Packt. All rights reserved. Packt is one of the world's most prolific publishers of cutting-edge technical content. For over two decades we've made it our mission to curate and publish the knowledge of only the very best technical experts. We focus on real-world courses that help our customers get the job done, with coverage that extends across a wide range of established and cutting-edge technical topics. If you're an individual or an organisation that embraces learning by doing, Packt is the perfect fit for you.
Taught by
ExpertEdge - Course Instructors and Packt - Course Instructors