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Monthly Archives: August 2023
It’s not all Chat
The Balance Between Chat Systems and Keyword Search In the realm of information access and retrieval, the surge in popularity of chat systems, particularly models like ChatGPT, has been nothing short of impressive. These systems, with their ability to understand … Continue reading
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A Retrieval Augmented LLM: Beyond Vector Databases, LangChain Code, and OpenAI APIs (or other LLMs for the matter)
The world of artificial intelligence is rife with innovations, and one of the most notable recent advancements is the Retrieval Augmented Large Language Model (raLLM). While it’s tempting to simplify raLLM as a mere amalgamation of a vector database, some … Continue reading
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Why LLM for Search Might Not Be the Best Idea
Large Language Models (LLMs) have taken the world of artificial intelligence by storm, showcasing impressive capabilities in text comprehension and generation. However, as with any technology, it’s essential to understand its strengths and limitations. When it comes to search functionality, … Continue reading
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Retrieval Augmented LLMs (raLLM): The Future of Enterprise AI
In the ever-evolving landscape of artificial intelligence, the emergence of Retrieval Augmented LLMs (raLLM) has marked a significant turning point. This innovative approach, which combines an information retrieval stack with large language models (LLM), has rapidly become the dominant design … Continue reading
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