Retrieval Augmentation, or RAG, helps improve the quality of responses generated by language models by incorporating information from external databases. Videos on this topic cover practical applications in tools like LangChain, demonstrating how to build conversational agents and address common challenges like LLM hallucinations. You'll learn about multi-query retrieval methods, data preparation techniques, and how to boost results using search functionality in models like GPT-4.
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