Artificial Intelligence
1,768 learners
Beyond Basic RAG: Improving our Pipeline
Enhance your RAG pipeline with advanced retrieval techniques. Implement hybrid retrieval, iterative query refinement, and context summarization. Constrain LLM outputs to retrieved context, ensuring accuracy and minimizing hallucinations in final responses.
Python
4 lessons
15 practices
1 hour
RAG Systems and Vector Databases
Course details
Constrained Generation in Retrieval-Augmented Systems
Constrained Prompt Completion Challenge
Mastering the Strict Prompt Strategy
Citation Prompt Strategy Implementation
Reimplement Constrained Generation Function
Smart Context Management
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