embeddings

Python RAG Tutorial (with Local LLMs): AI For PDFs

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The Python RAG tutorial demonstrated in the video highlights the process of implementing a Retrieval Augmented Generation application for querying PDF documents using natural language. By leveraging the power of natural language processing, users can ask questions related to board game instructions, such as building hotels in Monopoly or giving clues in CodeNames, and receive … Read more

Unraveling the Magic of ChatGPT: How LLMs Transform Text-to-Text Generation

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Large Language Models (LLMs) have taken the field of Artificial Intelligence by storm, revolutionizing the way machines understand and generate human language. In a captivating session with Ryan Gosling, the workings of these models, particularly exemplified by ChatGPT, were deconstructed to shed light on their text-to-text generation abilities. LLMs, also known as large language models, … Read more