Gen AI - RAG Application Development using LlamaIndex
Completed by Julio Romero Pérez
September 14, 2025
9 hours (approximately)
Julio Romero Pérez'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: Application Development
- Category: Data Pipelines
- Category: Embeddings
- Category: LLM Application
- Category: Large Language Modeling
- Category: Query Languages
- Category: Retrieval-Augmented Generation
- Category: Prompt Patterns
- Category: Agentic Workflows
- Category: Agentic systems
- Category: Data Persistence
- Category: Tool Calling
