Semantic Chunking Strategy | RAG Chunking | HuggingFaceEmbeddings | LLM | Gen AI | Better Chunking
Explore the power of the semantic chunking strategy in Retrieval-Augmented Generation (RAG) with this detailed video! 🌟 In this comprehensive guide, I cover the overview and definition of semantic chunking, followed by an explanation of its working algorithm with practical examples. You'll learn how to create a custom semantic chunking strategy, with ample examples illustrating each functionality.
Additionally, I delve into the concept of vector embeddings and demonstrate how to easily use Hugging Face embedding models. Discover when and why to use the semantic chunking strategy, with real-world scenarios to highlight its effectiveness. Perfect for AI enthusiasts and professionals looking to deepen their understanding of advanced chunking techniques.
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