Gen AI - RAG Application Development using LlamaIndex
Completed by Halla Kim
November 20, 2025
9 hours (approximately)
Halla Kim'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: Agentic systems
- Category: Embeddings
- Category: Data Pipelines
- Category: Large Language Modeling
- Category: Application Development
- Category: Data Persistence
- Category: LLM Application
- Category: Retrieval-Augmented Generation
- Category: Agentic Workflows
- Category: Query Languages
- Category: Tool Calling
- Category: Generative AI Agents
