LangChain and Workflow Design Course

Overview

This LangChain for Generative AI course equips you with the skills to build and deploy reasoning-driven applications using large language models. Begin with the foundations—understand the background, key concepts, and architecture of the LangChain framework, including components like memory, chains, prompts, and text embedding models.

Progress to hands-on application—learn how to design and integrate generative workflows using LangChain, explore system requirements and privacy features, and build real-world pipelines with models like Hugging Face’s Flan T5 XXL. Discover industrial use cases from platforms like Beautiful.ai and Bardeen.ai.

To be successful in this course, you should have a basic understanding of Python, APIs, and foundational language model concepts. By the end of this course, you will be able to:

- Understand LangChain fundamentals and reasoning-based architecture - Build GenAI pipelines using memory, prompts, and chains - Apply LangChain in real-world workflows and integrations - Deploy secure, scalable GenAI applications using LangChain Ideal for developers, AI engineers, and data professionals building with large language models.

Syllabus

• Foundations of LangChain
Explore the foundations of LangChain in this module designed for developers building with large language models. Learn the background, key concepts, and supported programming languages. Understand the architecture of the LangChain framework, including components like memory, chains, text embedding models, and prompts, all designed for reasoning-driven GenAI applications.
• Applying LangChain for Generative AI Workflows
Learn to apply LangChain for building powerful Generative AI workflows in this hands-on module. Explore system requirements, core features, and security practices of LangChain. Understand how to design and integrate generative workflows into existing systems. Gain practical experience with a demo using Hugging Face’s Flan T5 XXL model, and discover real-world applications like Beautiful.ai and Bardeen.ai.

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Taught by

Priyanka Mehta

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Subjects

Computer Science