Gen AI - RAG Application Development using LangChain
Mastering LangChain Framework: The Key to Advanced Language Model Applications
Created by Manas Dasgupta
Explore how to build advanced AI applications using the LangChain framework and large language models. You'll move from prompt engineering basics to hands-on projects like RAG applications and chatbots. By the end, you'll be ready to create real-world solutions using cutting-edge AI tools.
Packt | Jun 2024 | 516 min
What You Will Learn
You'll learn by doing, starting with foundational concepts and moving into practical coding exercises. Each topic builds on the last, helping you develop skills step by step. Real-world projects and hands-on practice ensure you can apply what you learn right away.
Key Features
- Design and implement prompts and agents for language model workflows
- Integrate document loaders and vector databases for smarter AI applications
- Build and deploy Retrieval-Augmented Generation (RAG) solutions for real data
Target Audience
Ideal for developers and technical professionals with basic Python and AI knowledge. If you want to deepen your understanding of language models and start building AI-powered applications, you'll find practical guidance and real project experience here.
