OpenTelemetry Getting Started Guide
December 2, 2024 · 636 words · 3 min
Three Pillars of Observability In modern distributed systems, observability is crucial for ensuring system health and performance.
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.
A Comprehensive Overview of The Oauth2.0 Framework
July 28, 2024 · 1391 words · 7 min
OAuth is an authorization approache that simplifies the authorization processes for applications. Manyones may know about Authorization Code Flow, but there are still other approaches. In this article, we’ll learn how it works, covering authorization types, principles and notes.
Use RAG to build your private knowledge base based on llama3 and langchain!
April 28, 2024 · 806 words · 4 min
LLM has timeliness and phantom problems, in How to solve the problem of large model timeliness and accuracy with? the core principle of RAG technology article I introduced the core principle of RAG, this article will share how to build a local private knowledge base based on llama3 and langchain.
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.
Beyond GPT-3.5! Llama3 Personal Computer Local Deployment Tutorial.
April 24, 2024 · 581 words · 3 min
On April 18th, Meta announced Llama3 on their official blog, marking a significant leap in the field of artificial intelligence.
Understanding Replication In MySQL
March 17, 2024 · 1328 words · 7 min
MySQL Replication is a process where data from one MySQL database known as the master is copied over to one or more other databases called replicas or slaves. In this article, we’ll learn what replication is, how to enable replication, replication modes and replication forms.
Understanding MVCC In MySQL InnoDB
March 9, 2024 · 1335 words · 7 min
In MySQL, MVCC (Multi-Version Concurrency Control) refers to the concurrency control mechanism used by the InnoDB storage engine. It provides concurrent access to data and ensures data consistency and isolation in a multi-user environment.