Mastering LlamaIndex: Build Smart AI-Powered Data Solutions
Mastering Query Engines: Precision Techniques for Smart AI Applications and RAG Systems with Streamlined AI Development
3.94 (8 reviews)
2,652
students
12.5 hours
content
Jan 2025
last update
$54.99
regular price
What you will learn
Understand LlamaIndex fundamentals and set up robust AI-powered workflows for data solutions.
Master data loading techniques, including SimpleDirectoryReader, HTML parsing, and DeepLake integration.
Learn to build, customize, and optimize RAG pipelines for efficient retrieval and augmentation.
Develop expertise in embedding generation with HuggingFace and OpenAI for high-quality data representation.
Gain proficiency in query engines, retrievers, and vector indexing for precise AI-driven insights.
Utilize advanced observability and instrumentation tools for debugging and monitoring application performance.
Design tailored prompts and response synthesizers to enhance conversational AI systems.
Implement evaluation techniques like correctness, relevancy, and faithfulness for end-to-end system validation.
Screenshots
6277385
udemy ID
11/8/2024
course created date
1/12/2025
course indexed date
Bot
course submited by