Complete Course: AI Product Management
Product Growth Podcast
Enhancing AI with Fine-Tuning and RAG
This chapter delves into the integration of fine-tuning and retrieval-augmented generation (RAG) in AI product management, highlighting their role in improving model performance. It details the use of Pinecone’s vector database for efficient document management and the automation of workflows with n8n for monitoring updates in Google Drive. Through practical demonstrations, the chapter illustrates the process of extracting and processing documents into vectors, showcasing an iterative system capable of efficiently handling a growing number of files.
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