Gen AI - RAG Application Development using LlamaIndex
Completed by MAREK CHROBOK
January 21, 2026
9 hours (approximately)
MAREK CHROBOK'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: LLM Application
- Category: Large Language Modeling
- Category: Data Persistence
- Category: Embeddings
- Category: Generative AI Agents
- Category: Application Development
- Category: Query Languages
- Category: Data Pipelines
- Category: Prompt Engineering Tools
- Category: Prompt Patterns
- Category: Retrieval-Augmented Generation
- Category: Tool Calling
