context
Artificial Intelligence
Claude’s Model Context Protocol (MCP): A Developer’s Guide
Anthropic's Model Context Protocol (MCP) is an open-source protocol that allows secure, two-way communication between AI assistants and data sources like databases, APIs, and enterprise tools. By adopting a client-server architecture, MCP standardizes the...
Artificial Intelligence
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
Current long-context large language models (LLMs) can process inputs as much as 100,000 tokens, yet they struggle to generate outputs exceeding even a modest length of two,000 words. Controlled experiments reveal that the model’s...
Artificial Intelligence
Advanced Retrieval Techniques in a World of 2M Token Context Windows, Part 1
Exploring RAG techniques to enhance retrieval accuracy
Artificial Intelligence
Apple develops AI that may see and understand screen context
Apple has unveiled a latest language model that supports context-sensitive conversations with voice assistants reminiscent of Siri by understanding various sorts of reference information reminiscent of phone numbers, URL links, and email addresses displayed...
Artificial Intelligence
Nomic AI launches open source longest context embedding model that surpasses OpenAI
An open source text embedding model has emerged that is alleged to have higher performance than OpenAI's 'text-embedding-ada-002', the perfect currently available. Through this, it's evaluated that the open source large language model...
Artificial Intelligence
Evaluating the Performance of Retrieval-Augmented LLM Systems Retrieval-Augmented Large Language Models Embedding 101 1/ Evaluation of Embedding-based Context Retrieval 2/ Evaluation of Large Language Models Where can we see...
Large Language Models (LLMs) that enable AI chatbots like ChatGPT proceed to realize popularity as more use cases arise for generative AI. Particularly, Retrieval-Augmented Generation (RAG) systems proposed in 2021, and popularized by tools...
Artificial Intelligence
Evaluating the Performance of Retrieval-Augmented LLM Systems Retrieval-Augmented Large Language Models Embedding 101 1/ Evaluation of Embedding-based Context Retrieval 2/ Evaluation of Large Language Models Where will we see...
Large Language Models (LLMs) that enable AI chatbots like ChatGPT proceed to achieve popularity as more use cases arise for generative AI. Particularly, Retrieval-Augmented Generation (RAG) systems proposed in 2021, and popularized by tools...
Artificial Intelligence
The Golden Touch: Transforming Business Data with Contextual Intelligence External Aspects Predictably Influence Demand Embracing Contextual- and Situational Awareness Discover the Value Unleashed by Context The Challenge of...
With full context, data becomes a story, a prophecy, a compass pointing to essentially the most lucrative business strategies!All of us agree that Data Is Worthless Without Context, but when is enough context enough?In...
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