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ChatGPT

ChatGPT is an advanced conversational AI model developed by OpenAI, designed to engage in natural language dialogues with users. Built upon the GPT (Generative Pre-trained Transformer) architecture, ChatGPT can understand context, generate human-like responses, and assist with a wide range...

December 20, 2024

Glossary

Chain-of-Thought

Chain-of-Thought (CoT) is a reasoning technique used in large language models (LLMs) to improve their ability to handle complex tasks. Instead of providing a direct answer, the model generates intermediate steps or explanations that lead to the final output. This...

December 20, 2024

Glossary

BLEU

BLEU is a widely used evaluation metric in natural language processing (NLP) for assessing the quality of machine-generated text, particularly in tasks like machine translation. It measures how closely the generated text matches one or more reference texts by analyzing...

December 20, 2024

Glossary

BERTScore

BERTScore is an evaluation metric for natural language processing (NLP) tasks that measures the similarity between a model-generated text and a reference text. Unlike traditional metrics like BLEU or ROUGE, which rely on exact word matches, BERTScore uses contextual embeddings...

December 20, 2024

Glossary

Benchmark Dataset

A benchmark dataset is a standardized collection of data used to evaluate and compare the performance of AI models, algorithms, or systems. These datasets are carefully curated to represent specific tasks or challenges, serving as a common reference point for...

December 20, 2024

Glossary

Beam Search

Beam Search is a smart search algorithm used in AI to generate sequences, like translations or text summaries. Instead of exploring every possible outcome, it focuses only on the most promising options (called beams) at each step, striking a balance...

December 20, 2024

Glossary

Artificial Intelligence

Artificial Intelligence (AI) is the field of technology focused on building systems that mimic human intelligence to perform tasks like understanding language, recognizing patterns, making decisions, and solving problems. By leveraging algorithms and data, AI enables machines to adapt to...

December 19, 2024

Glossary

AI Guardrails

AI Guardrails are predefined policies, rules, and mechanisms designed to ensure that artificial intelligence systems operate safely, ethically, and within intended boundaries. These measures help prevent undesired outcomes, such as bias, misuse, or harm, by actively guiding the AI’s behavior...

December 18, 2024

Glossary

Agentic AI

Agentic AI refers to advanced systems that autonomously manage tasks, adapt to new situations, and achieve predefined goals without human intervention. These systems are built to go beyond reactive behavior, offering proactive and adaptable solutions that mimic human-like decision-making. ...

December 17, 2024

Tech

KGARevion: Smarter Medical AI Agent – 3

Series 1: RAG, but BetterSeries 2: Better LLM? Think on Graph! Why are medical school programs so long worldwide? The answer lies in the immense volume of knowledge medical professionals must master. Medicine isn’t just about facts—it’s about navigating complex relationships, countless...

January 9, 2025

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Author: Datumo