Unite.AI

AUGUST 13, 2024

BM42 is a state-of-the-art retrieval algorithm designed by Qdrant to enhance RAG's capabilities. This algorithm addresses the limitations of previous methods, making it a key development for improving the accuracy and efficiency of AI systems. This is where BM42 comes into play.

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Algorithm Chatbots Data Analysis AI 251

AI Weekly

JUNE 22, 2023

What kind of plan Lenovo has for its AI systems Lenovo worked with 45 software partners to release. gizchina.com AI in Packaging Market is expected to hit US$ 6,015.6 It’s too new and we don‘t even know what we’re regulating, says one school of sceptics. techxplore.com What Is Unsupervised Machine Learning?

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Computer Vision Robotics Artificial Intelligence Artificial Intelligence 246

Unite.AI

FEBRUARY 16, 2024

Despite achieving remarkable results in areas like computer vision and natural language processing , current AI systems are constrained by the quality and quantity of training data, predefined algorithms, and specific optimization objectives.

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Neural Network Machine Learning Algorithm Natural Language Processing 190

O'Reilly Media

NOVEMBER 19, 2024

The “distance” between each pair of neighbors can be interpreted as a probability.When a question prompt arrives, run graph algorithms to traverse this probabilistic graph, then feed a ranked index of the collected chunks to LLM. One way to build a graph to use is to connect each text chunk in the vector store with its neighbors.

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LLM NLP Hybrid AI Large Language Models 125

IBM Journey to AI blog

JULY 6, 2023

To keep up with the pace of consumer expectations, companies are relying more heavily on machine learning algorithms to make things easier. Deep learning is a subfield of machine learning, and neural networks make up the backbone of deep learning algorithms. What is artificial intelligence (AI)?

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Neural Network Deep Learning Machine Learning Artificial Intelligence 178

Unite.AI

JANUARY 23, 2024

Powerful approximate nearest neighbor algorithms like HNSW , LSH and PQ enable fast semantic search even with billions of documents. Responsible AI tooling remains an active area of innovation. Retrieval Large vector databases called semantic indexes store embeddings for efficient similarity search over documents.

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Large Language Models Prompt Engineer Prompt Engineering LLM 100

ODSC - Open Data Science

DECEMBER 2, 2024

This blog explores Marcus’s insights, addressing LLMs’ inherent limitations, the need for hybrid AI approaches, and the societal implications of current AI practices. The Case for Hybrid AI Models A significant portion of Gary Marcus’s discussion revolves around hybrid AI as a necessary evolution.

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Large Language Models Hybrid AI Deep Learning OpenAI 40