AI

17 (Advanced) RAG Techniques to Turn Your RAG App Prototype into a Production-Ready Solution

1 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

17 (Advanced) RAG Techniques to Turn Your RAG App Prototype into a Production-Ready Solution

CAT June 26, 2024

Dominik Polzer A collection of RAG techniques to help you develop your RAG app into something robust...

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A forensic analysis of the Claude Sonnet 3.5 system prompt

1 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

A forensic analysis of the Claude Sonnet 3.5 system prompt

CAT June 26, 2024

Edward Burton Claude 3.5 Sonnet artifacts are to structured output such as code generation, what vector retrieval...

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How I Learned to Stop Worrying and Love the Partial Autocorrelation Coefficient

21 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

How I Learned to Stop Worrying and Love the Partial Autocorrelation Coefficient

CAT June 26, 2024

Sachin Date In August of 2015, the Pacific was the last place on earth you would have...

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A Deep Dive on LIME for Local Interpretations

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• AI
• Artificial Intelligence
• Tech News
• Technology

A Deep Dive on LIME for Local Interpretations

CAT June 26, 2024

Conor O’Sullivan The intuition, theory, and code for Local Interpretable Model-agnostic Explanations (LIME) Continue reading on Towards...

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The Intuitive Basics of Optimization

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• AI
• Artificial Intelligence
• Tech News
• Technology

The Intuitive Basics of Optimization

CAT June 26, 2024

Jarom Hulet A gentle introduction to the amazing field of optimization Continue reading on Towards Data Science...

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AI21 Labs Jamba-Instruct model is now available in Amazon Bedrock

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• AI
• Artificial Intelligence
• Tech News
• Technology

AI21 Labs Jamba-Instruct model is now available in Amazon Bedrock

CAT June 25, 2024

Joshua Broyde We are excited to announce the availability of the Jamba-Instruct large language model (LLM) in...

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Improving RAG Performance Using Rerankers

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• AI
• Artificial Intelligence
• Tech News
• Technology

Improving RAG Performance Using Rerankers

CAT June 25, 2024

Het Trivedi A tutorial on using rerankers to improve your RAG pipeline Continue reading on Towards Data...

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Making LLMs Write Better and Better Code for Self-Driving Using LangProp

9 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

Making LLMs Write Better and Better Code for Self-Driving Using LangProp

CAT June 25, 2024

Shu Ishida Analogy from classical machine learning: LLM (Large Language Model) = optimizer; code = parameters; LangProp...

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Scale and simplify ML workload monitoring on Amazon EKS with AWS Neuron Monitor container

1 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

Scale and simplify ML workload monitoring on Amazon EKS with AWS Neuron Monitor container

CAT June 25, 2024

Niithiyn Vijeaswaran Amazon Web Services is excited to announce the launch of the AWS Neuron Monitor container,...

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A New Method to Detect “Confabulations” Hallucinated by Large Language Models

1 min read

• AI
• Artificial Intelligence
• Tech News
• Technology

A New Method to Detect “Confabulations” Hallucinated by Large Language Models

CAT June 25, 2024

LucianoSphere (Luciano Abriata, PhD) By calculating semantic entropy with a second LLM, we can better flag answers...

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