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: Embeddings
- Category: Application Development
- Category: Prompt Engineering Tools
- Category: LLM Application
- Category: Data Persistence
- Category: Prompt Patterns
- Category: Retrieval-Augmented Generation
- Category: Tool Calling
- Category: Data Pipelines
- Category: Query Languages
- Category: Large Language Modeling
- Category: Generative AI Agents
