RAG for Generative AI Applications

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Course Overview

What You'll Learn

  • Ready to build smarter applications that leverage the power of generative AI (GenAI) and real-world data?
  • You’ll gain a strong foundation in GenAI fundamentals and prompt engineering, then get hands-on building applications that combine large language models with real-world data using similarity search.
  • By the end, you’ll know how to design, build, and evaluate RAG-enabled GenAIapps with integrated interfaces using tools like Gradio.

Ready to build smarter applications that leverage the power of generative AI (GenAI) and real-world data? This hands-on specialization guides you through the key tools and techniques for Retrieval-Augmented Generation (RAG) and gives you practical experience with vector databases, embedding models, and advanced retrieval frameworks like LangChain and LlamaIndex. You’ll gain a strong foundation in GenAI fundamentals and prompt engineering, then get hands-on building applications that combine large language models with real-world data using similarity search. Plus, you'll work with advanced vector databases like Chroma DB and FAISS to power retrieval, create recommendation systems, and construct RAG workflows from the ground up. By the end, you’ll know how to design, build, and evaluate RAG-enabled GenAIapps with integrated interfaces using tools like Gradio. If you’re looking to boost your AI engineering skills and practically apply GenAI in production environments, this 12-week program gives you the job-ready skills to hit the ground running. Enroll today and level up your resume in less than 3 months!

Course FAQs

Is this an accredited online course?

Accreditation for 'RAG for Generative AI Applications' is determined by the provider, IBM. For online college courses or degree programs, we strongly recommend you verify the accreditation status directly on the provider's website to ensure it meets your requirements.

Can this course be used for continuing education credits?

Many of the courses listed on our platform are suitable for professional continuing education. However, acceptance for credit varies by state and licensing board. Please confirm with your board and {course.provider} that this specific course qualifies.

How do I enroll in this online school program?

To enroll, click the 'ENROLL NOW' button on this page. You will be taken to the official page for 'RAG for Generative AI Applications' on the IBM online class platform, where you can complete your registration.