Retrieval Augmented Generation for Production with LangChain and LlamaIndex

ActiveLoop, in collaboration with Towards AI and the Intel Disruptor Initiative, offers the Gen AI 360 Foundational Model Certification. This certification equips tomorrow’s Gen AI professionals, executives, and enthusiasts with essential skills for mastering Large Language Models (LLMs)—from training to deploying them in production.

The Retrieval Augmented Generation for Production with LangChain & LlamaIndex course is an advanced program that takes you beyond basic understanding and immerses you in the intricacies of Retrieval Augmented Generation (RAG). Let’s explore what this course entails:

1. Course Overview:
   • Duration: The course spans over 50 lessons and includes 10+ practical projects.
   • Focus: It delves into LangChain and Deep Memory by Deep Lake, along with the powerful LlamaIndex.
   • Industry Applications: You’ll learn to build advanced RAG applications across various industries.
2. LangChain:
   • LangChain is a robust framework for creating applications with LLMs.
   • In this course, you’ll explore how to leverage LangChain effectively.
3. Deep Memory by Deep Lake:
   • Deep Memory is designed for managing AI data—text, images, videos, and multiple embeddings.
   • You’ll learn how to use Deep Memory to build a robust data foundation for your organization.
4. LlamaIndex:
   • LlamaIndex is a game-changer for RAG.
   • It enhances retrieval capabilities, enabling more accurate and context-aware generation.
5. Industry-Specific Projects:
   • Unlike other LangChain courses, this certification offers extensive content that could be akin to a book.
   • You’ll work on industry-specific projects, gaining practical experience.
6. Community Feedback:
   • Participants have praised the course’s quality and depth.
   • From zero to one, you’ll gain valuable skills for real-world scenarios.

Ready to dive into the world of advanced RAG, LangChain, and LlamaIndex? Enroll in the Retrieval Augmented Generation for Production with LangChain & LlamaIndex course and unlock your potential! 🚀🌟