메모리허브

Imagine a busy restaurant with different staff roles. app.use() is like the general staff that greets and assists all customers, while app.get() is like a specialized chef who only prepares specific dishes when ordered.The Big PictureIn Express.js, both app.use() and app.get() are methods used for handling requests, but they serve different purposes and behave differently in terms of when and ho..

Imagine a bustling city with well-planned districts, efficient transportation, and clear signage - that's the essence of a well-organized Next.js app using the App Router web applications. The Big Picture:Next.js's App Router represents a paradigm shift in how React applications are structured and routed. It's like upgrading from a simple street grid to a multi-level, interconnected city infrast..

Imagine a friendly, customizable AI assistant living on your computer, ready to help with tasks using advanced language skills. That's Ollama - a tool that brings powerful language models to your local machine, like having a personal genius-in-a-box. The Big Picture:Ollama is an open-source project that allows users to run large language models (LLMs) locally on their personal computers. It's li..

Redis는 마치 초고속 메모리 서랍장과 같습니다. 데이터를 빠르게 저장하고 꺼내는 데 탁월한 도구로, 복잡한 애플리케이션의 성능을 크게 향상시킬 수 있습니다.큰 그림:Redis는 고성능 key-value 데이터 저장소입니다. 주방에 있는 서랍장을 상상해보세요. 각 서랍에는 라벨(key)이 붙어있고, 그 안에 물건(value)을 넣습니다. Redis는 이와 같은 방식으로 데이터를 저장하지만, 일반 서랍장과 달리 초고속으로 작동합니다.핵심 개념:In-memory 데이터베이스: Redis는 주로 RAM에 데이터를 저장합니다. 마치 요리사가 자주 쓰는 도구를 손이 닿는 곳에 두는 것과 같습니다.Key-Value 구조: 각 데이터 항목은 고유한 키로 식별됩니다.다양한 데이터 구조: 문자열, 리스트, 해시, 집합..

Implementing a messaging system with Redis involves using its Pub/Sub feature, which allows for efficient and real-time message broadcasting and subscription.The Big PictureImagine a messaging system like a public announcement system in a school. Redis’ Pub/Sub feature is the microphone and speakers setup, where someone speaks into the microphone (publishes a message) and anyone in the school ca..

# Importing necessary modulesimport hashlib # For generating hashesimport json # For encoding data to JSONimport backoff # For implementing exponential backoffimport httpx # For making HTTP requestsimport openai # For interacting with the OpenAI API# Importing custom modules from aider packagefrom aider.dump import dump # For dumping data (unused in this snippet, hence ignored)from aider.l..

Detailed Explanation of the "aider" Repository StructureOverviewThe "aider" repository by Paul Gauthier is structured to support the functionality of an AI pair programming tool. This tool leverages large language models (LLMs) to assist with code editing directly in a user's local git repository. Here's a detailed breakdown of the repository structure and the primary files involved.Root Directo..

########################################################### Sample .aider.conf.yaml# This file lists *all* the valid configuration entries.# Place in your home dir, or at the root of your git repo.##################################################################### options:## show this help message and exit#help:######## Main:## Specify the OpenAI API key#openai-api-key:## Specify the Anthropic..

OAuth is a protocol that allows secure authorization in a simple and standardized way from web, mobile, and desktop applications.The Big PictureImagine you want to give your friend access to a specific photo album in your locked drawer, but you don't want to give them the key to your entire house. OAuth works in a similar way for online services. It allows one application (the client) to access ..

- aider는 클 틀 짜주지만 수동으로 조정하고 요구사항에 맞게 세부적인 prompt를 만들 필요가 있고 긴 context는 chatgpt에 옮겨서 이슈를 해결하는 게 더 효과적이고 비용도 저렴할 수 있다. 일반적으로 하루 쓰면 $2 정도가 사용된다고 보면 된다. - 보안을 철저하게 관리하려면 IAM으로 계정을 파서 수동으로 특정 영역 예) s3 bucket 하나의 bucket, item 에 권한을 적용할 수 있다 - cost explorer로 세부적인 비용관리를 하고 초과 비용에 대한 알림 설정을 하자. - cursor ide도 aider와 같이 ai copilot으로 유용하지만 사용기간이 짧고 유료는 $20이여서 많이 비싸다.  - DockerFile만으로는 prisma config 읽고 migra..