Tag: Anthropic
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Understanding the Model Context Protocol (MCP) by Anthropic: Origins, Functionality, and Impact
In the rapidly evolving domain of artificial intelligence (AI), understanding how to effectively manage and deploy models is paramount. Enter the Model Context Protocol (MCP) by Anthropic, a pioneering initiative that streamlines interactions between humans and AI systems. In this blog post, we will delve into the origins of the MCP, its core functionalities, and…
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Solving Context Loss in AI: The Power of Contextual Retrieval
In September 2024, Anthropic introduced a groundbreaking approach to enhance Retrieval-Augmented Generation (RAG) systems: Contextual Retrieval. This innovative method addresses a common challenge in traditional RAG systems—loss of context during information retrieval—by incorporating two key techniques: Contextual Embeddings and Contextual BM25. Understanding the Challenge in Traditional RAG Systems RAG systems are designed to improve AI…