Build a weather query agent

August 22, 2024 · 1078 words · 6 min

In the field of artificial intelligence, intelligent agents (Agent) are one of the cutting-edge applications of Large Language Models (LLM).

Understanding the "Temperature" of Large Language Models

August 20, 2024 · 539 words · 3 min

In the realm of artificial intelligence, large language models (LLMs) have become sophisticated tools for generating human-like text. A pivotal concept in steering these models is the “temperature,” which dictates the randomness and creativity of the generated text. This blog post aims to demystify the temperature setting in LLMs and provide a professional overview.

Build Your AI Search Bot with LLM and Search Engines

August 15, 2024 · 938 words · 5 min

In the tide of artificial intelligence, the combination of large language models (LLMs) and search engines has brought revolutionary changes to the field of information retrieval. This article will provide a detailed introduction on how to use these technologies to build an intelligent information retrieval assistant—an AI search bot. We will delve into various aspects such as project background, core principles, code implementation, usage examples, and open-source addresses.

Retrieval-Augmented Generation

April 24, 2024 · 759 words · 4 min

In the era of information explosion, we are faced with the challenge of vast amounts of data. Retrieving useful information from this data is becoming increasingly difficult for people. To address this issue, researchers have proposed a novel technology called RAG (Retrieval-Augmented Generation).

RAG combines the methods of retrieval and generation to make information extraction from large-scale data more efficient and accurate.

This article will introduce the definition, working principle, and problems addressed by RAG.