LLM

Standard vector embeddings search vs Hypothetical Document Embeddings (HyDE diagram)

Revolutionizing Search: How Hypothetical Document Embeddings (HyDE) Can Save Time and Increase Productivity

Tools like the OpenAI Embeddings API are changing the way search is performed. Instead of matching keywords, a language model converts text into vectors. These vectors represent the text using hundreds or even thousands of dimensions mathematically. This way, when searching, matches can be made based on the underlying intent of the query instead of just keywords. …

Revolutionizing Search: How Hypothetical Document Embeddings (HyDE) Can Save Time and Increase Productivity Read More »

How to Use Generative AI in Writing Without Losing Creativity and Originality

Introduction: What is generative AI, and how can it be used in writing? Generative AI, also known as natural language generation, is a type of artificial intelligence that uses algorithms and data to generate human-like text. This technology has the potential to revolutionize the writing industry by providing writers with a powerful tool for enhancing …

How to Use Generative AI in Writing Without Losing Creativity and Originality Read More »