Gen AI - RAG Application Development using LlamaIndex
Completed by Radha Kumari Ray
November 13, 2025
9 hours (approximately)
Radha Kumari Ray's account is verified. Coursera certifies their successful completion of Gen AI - RAG Application Development using LlamaIndex
What you will learn
Master prompt engineering, including conversational and advanced prompts for AI applications.
Develop RAG applications using LlamaIndex with SQL and Chroma DB vector databases.
Implement different query pipelines (sequential, DAG, dataframe) for optimized data handling.
Build practical applications, including calculators and document agents with dynamic tools.
Skills you will gain
- Category: Tool Calling
- Category: Prompt Patterns
- Category: Retrieval-Augmented Generation
- Category: Data Persistence
- Category: Embeddings
- Category: LLM Application
- Category: Application Development
- Category: Large Language Modeling
- Category: Prompt Engineering Tools
- Category: Generative AI Agents
- Category: Data Pipelines
- Category: Query Languages
