Gen AI - RAG Application Development using LlamaIndex
Completed by Pavel Novikov
June 21, 2025
9 hours (approximately)
Pavel Novikov'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: Generative AI Agents
- Category: Data Persistence
- Category: Embeddings
- Category: LLM Application
- Category: Large Language Modeling
- Category: Prompt Engineering Tools
- Category: Tool Calling
- Category: Prompt Patterns
- Category: Retrieval-Augmented Generation
- Category: Query Languages
- Category: Data Pipelines
