Job category:Artificial Intelligence
1,900 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
Badge for 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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