Gen AI - RAG Application Development using LlamaIndex
Completed by Weihong Xu
May 10, 2026
9 hours (approximately)
Weihong Xu'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: Data Pipelines
- Category: Large Language Modeling
- Category: Agentic systems
- Category: Tool Calling
- Category: Generative AI Agents
- Category: Agentic Workflows
- Category: Prompt Patterns
- Category: LLM Application
- Category: Retrieval-Augmented Generation
- Category: Application Development
- Category: Data Persistence
