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