Understanding Retrieval-Augmented Generation (RAG) empowering LLMs

2023-08-24

Understand innovative artificial intelligence framework that empower large language models (LLMs) by anchoring them to external knowledge sources with accurate, current information.


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Easy Text Vectorization With VectorHub and Sentence Transformers

2023-07-04

Learn how to use Sentence Transformers for text vectorization with different models using consistent API.


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The Best Vector Databases for Storing Embeddings

2023-06-05

Delve into the World of Vector Databases Fueling NLP's Transformative Journey.


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Intrinsic vs. Extrinsic Evaluation - What's the Best Way to Measure Embedding Quality?

2023-04-18

Learn how to measure the quality of word and sentence embeddings in natural language processing (NLP), including intrinsic and extrinsic evaluation, and their strengths and limitations.


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