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  • LangChainを使わない - ABEJA Tech Blog

    TL; DR LangChainのメリデメを整理する過程で、今となってはopenai-pythonのうちChatGPTのAPIをを簡単に取り回せる程度のシンプルなライブラリがあるだけでも十分便利なんじゃないかと思ったので、ライブラリを個人で作ってみました。(バージョン0.0.1なのでちょっとお粗末な所もありますが) github.com はじめに こんにちは、データサイエンティストの坂元です。ABEJAアドベントカレンダーの13日目の記事です。世は大LLM時代ということで、ありがたいことにABEJAでも複数のLLMプロジェクトを推進させて頂いています。私自身もいくつかのLLMプロジェクトに参画しています。LLMといえばLangChainが便利ですね。OpenAI APIの利用だけでなく、各種ドキュメントのパースが出来たり、HuggingFaceやインデックスDBを扱う他のライブラリとインテ

      LangChainを使わない - ABEJA Tech Blog
    • REST API Design Best Practices Handbook – How to Build a REST API with JavaScript, Node.js, and Express.js

      By Jean-Marc Möckel I've created and consumed many API's over the past few years. During that time, I've come across good and bad practices and have experienced nasty situations when consuming and building API's. But there also have been great moments. There are helpful articles online which present many best practices, but many of them lack some practicality in my opinion. Knowing the theory with

        REST API Design Best Practices Handbook – How to Build a REST API with JavaScript, Node.js, and Express.js
      • Fish 4.0: The Fish Of Theseus

        About two years ago, our head maintainer @ridiculousfish opened what quickly became our most-read pull request: #9512 - Rewrite it in Rust Truth be told, we did not quite expect that to be as popular as it was. It was written as a bit of an in-joke for the fish developers first, and not really as a press release to be shared far and wide. We didn’t post it anywhere, but other people did, and we go

        • PacketProxyで探るGemini CLIのコンテキストエンジニアリング 〜AIエージェントを信頼できる相棒に〜 | BLOG - DeNA Engineering

          2025.07.18 技術記事 PacketProxyで探るGemini CLIのコンテキストエンジニアリング 〜AIエージェントを信頼できる相棒に〜 by akira.kuroiwa #gemini-cli #ai #security #aiエージェント #コンテキストエンジニアリング #packetproxy 「なんかよく分からないけど、すごい」で終わらせないために こんにちは、DeNA セキュリティ技術グループの 黒岩 亮 ( @kakira9618 ) です。 AIエージェント、とくに Gemini CLI のようなコーディングを支援してくれるツールは非常に強力で、私たちの開発体験を大きく変えようとしています。しかし、その一方で、こんな風に感じたことはありませんか? 「このファイルの情報、勝手にAIに送られたりしない? 大丈夫かな?」 と、情報管理・セキュリティ面で漠然とした不安を

            PacketProxyで探るGemini CLIのコンテキストエンジニアリング 〜AIエージェントを信頼できる相棒に〜 | BLOG - DeNA Engineering
          • LogLog Games

            The article is also available in Chinese. Disclaimer: This post is a very long collection of thoughts and problems I've had over the years, and also addresses some of the arguments I've been repeatedly told. This post expresses my opinion the has been formed over using Rust for gamedev for many thousands of hours over many years, and multiple finished games. This isn't meant to brag or indicate su

            • Sublime Text 4

              The first stable release of Sublime Text 4 has finally arrived! We've worked hard on providing improvements without losing focus on what makes Sublime Text great. There are some new major features that we hope will significantly improve your workflow and a countless number of minor improvements across the board. A huge thanks goes out to all the beta testers on discord and all the contributors to

                Sublime Text 4
              • Prototyping in Rust | corrode Rust Consulting

                Programming is an iterative process - as much as we would like to come up with the perfect solution from the start, it rarely works that way. Good programs often start as quick prototypes. The bad ones stay prototypes, but the best ones evolve into production code. Whether you’re writing games, CLI tools, or designing library APIs, prototyping helps tremendously in finding the best approach before

                  Prototyping in Rust | corrode Rust Consulting
                • Docker Desktop の Extensions を実装してみよう - kakakakakku blog

                  2023年1月にリリースされた Docker Desktop v4.16.0 (release notes) で GA になった「Docker Extensions」の Extensions は段々と種類が増えてきて,Disk Usage / Aqua Trivy / LocalStack など,最近使う機会もあったりする.今回は "Quickstart" ドキュメントを読みながら Docker Extensions の実装に入門してみた❗️ \( 'ω')/ オレオレ Docker Extension を実装するぞー docs.docker.com 🐳 docker extension コマンド まず,Docker Extensions を実装するためには docker extension コマンドを使う.コマンド一覧を以下に載せておく. $ docker extension --he

                    Docker Desktop の Extensions を実装してみよう - kakakakakku blog
                  • Gamedev in Lisp. Part 1: ECS and Metalinguistic Abstraction - cl-fast-ecs by Andrew

                    Gamedev in Lisp. Part 1: ECS and Metalinguistic Abstraction In this series of tutorials, we will delve into creating simple 2D games in Common Lisp. The result of the first part will be a development environment setup and a basic simulation displaying a 2D scene with a large number of physical objects. It is assumed that the reader is familiar with some high-level programming language, has a gener

                      Gamedev in Lisp. Part 1: ECS and Metalinguistic Abstraction - cl-fast-ecs by Andrew
                    • May 2025 (version 1.101)

                      Release date: June 12, 2025 Security update: The following extension has security updates: ms-python.python. Update 1.101.1: The update addresses these issues. Update 1.101.2: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the May 2025 release of Visual Studio Code. There are many updates in this version

                        May 2025 (version 1.101)
                      • The Ultimate Guide to Error Handling in Python

                        I often come across developers who know the mechanics of Python error handling well, yet when I review their code I find it to be far from good. Exceptions in Python is one of those areas that have a surface layer that most people know, and a deeper, almost secret one that a lot of developers don't even know exists. If you want to test yourself on this topic, see if you can answer the following qu

                          The Ultimate Guide to Error Handling in Python
                        • Better Fbx Importer & Exporter

                          About Virus WarningThe Bitdefender Enterprise Support Team has verified that it is a false positive, here is the reply: Hello, Thank you for contacting the Bitdefender Enterprise Support Team. We have received an update from our laboratories. The files are clean and detection should be removed in the next couple of updates. Please let us know if there is anything else we can assist you with or if

                            Better Fbx Importer & Exporter
                          • Kalyn: a self-hosting compiler for x86-64

                            Over the course of my Spring 2020 semester at Harvey Mudd College, I developed a self-hosting compiler entirely from scratch. This article walks through many interesting parts of the project. It’s laid out so you can just read from beginning to end, but if you’re more interested in a particular topic, feel free to jump there. Or, take a look at the project on GitHub. Table of contents What the pro

                            • July 2022 (version 1.70)

                              Join a VS Code Dev Days event near you to learn about AI-assisted development in VS Code. Update 1.70.1: The update addresses these issues. Update 1.70.2: The update addresses these issues. Update 1.70.3: This update is only available for Windows 7 users and is the last release supporting Windows 7. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welc

                                July 2022 (version 1.70)
                              • 0.8.0 Release Notes ⚡ The Zig Programming Language

                                Tier 4 Support § Support for these targets is entirely experimental. If this target is provided by LLVM, LLVM may have the target as an experimental target, which means that you need to use Zig-provided binaries for the target to be available, or build LLVM from source with special configure flags. zig targets will display the target if it is available. This target may be considered deprecated by

                                • January 2025 (version 1.97)

                                  Update 1.97.1: The update addresses these security issues. Update 1.97.2: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the January 2025 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some of the key highlights include: Next Edit Suggestions (preview) - Co

                                    January 2025 (version 1.97)
                                  • "�[31m"?! ANSI Terminal security in 2023 and finding 10 CVEs

                                    This paper reflects work done in late 2022 and 2023 to audit for vulnerabilities in terminal emulators, with a focus on open source software. The results of this work were 10 CVEs against terminal emulators that could result in Remote Code Execution (RCE), in addition various other bugs and hardening opportunities were found. The exact context and severity of these vulnerabilities varied, but some

                                    • ​Getting Started with Python

                                      Python is a powerful programming language that provides many packages that we can use. Using the versatile Python programming language, we can develop the following: AutomationDesktop applicationAndroidWebIoT home automationData Science and the list goes on.In this article, our primary focus will be knowing how to start learning Python and the essentials required to be a data scientist. Below is t

                                        ​Getting Started with Python
                                      • Spring Boot and Cloud Native Buildpacks Hands-on Lab

                                        以下のソフトウェアをインストールしてください。 Java 11 docker pack curl jq この資料は次のバージョンで動作確認しています。 $ java -version openjdk version "11.0.10" 2021-01-19 LTS OpenJDK Runtime Environment (build 11.0.10+9-LTS) OpenJDK 64-Bit Server VM (build 11.0.10+9-LTS, mixed mode) $ docker version Client: Docker Engine - Community Cloud integration: 1.0.9 Version: 20.10.5 API version: 1.41 Go version: go1.13.15 Git commit: 55c4c88 Built

                                        • 0.10.0 Release Notes ⚡ The Zig Programming Language

                                          Tier 4 Support § Support for these targets is entirely experimental. If this target is provided by LLVM, LLVM may have the target as an experimental target, which means that you need to use Zig-provided binaries for the target to be available, or build LLVM from source with special configure flags. zig targets will display the target if it is available. This target may be considered deprecated by

                                          • 入門 Python 3 第2版

                                            データサイエンスやウェブ開発、セキュリティなど、さまざまな分野で人気を獲得してきているPython。本書は、ベストセラー『入門 Python 3』の6年ぶりの改訂版で、プログラミング初級者を対象としたPythonの入門書です。プログラミングおよびPythonの基礎から、ウェブ、データベース、ネットワーク、並行処理といった応用まで、実践を見据えたPythonプログラミングをわかりやすく丁寧に説明します。Python 3.9に対応し、f文字列などの新機能も追加され大幅にボリュームアップしました。Pythonの機能をひと通り網羅し、リファレンスとしても便利です。 正誤表 書籍発行後に気づいた誤植や更新された情報を掲載しています。お手持ちの書籍では、すでに修正が施されている場合がありますので、書籍最終ページの奥付でお手持ちの書籍の刷数をご確認の上、ご利用ください。 第1刷正誤表 ※2022年4月更

                                              入門 Python 3 第2版
                                            • Lesser Known PostgreSQL Features

                                              In 2006 Microsoft conducted a customer survey to find what new features users want in new versions of Microsoft Office. To their surprise, more than 90% of what users asked for already existed, they just didn't know about it. To address the "discoverability" issue, they came up with the "Ribbon UI" that we know from Microsoft Office products today. Office is not unique in this sense. Most of us ar

                                                Lesser Known PostgreSQL Features
                                              • GIMP - Development version: GIMP 2.99.12 Released

                                                GIMP 2.99.12 is a huge milestone towards GIMP 3.0. Many of the missing pieces are getting together, even though it is still a work in progress. As usual, issues are expected and in particular in this release which got important updates in major areas, such as canvas interaction code, scripts, but also theming… “CMYK space invasion”, by Jehan (based on GPLv3 code screencast), Creative Commons by-sa

                                                  GIMP - Development version: GIMP 2.99.12 Released
                                                • 【GROMACS】Umbrella samplingによるMD simulation 【In silico創薬】【SMD】 - LabCode

                                                  Windows 11 Home, 13th Gen Intel(R) Core(TM) i7-13700, 64 ビット オペレーティング システム、x64 ベース プロセッサ, メモリ:32GB Umbrella Samplingの概要と目的Umbrella Samplingは、分子がめったに起こさないような状態変化(たとえば、タンパク質同士が離れるなど)を詳しく調べるための計算手法です。通常の分子動力学(MD)では、エネルギー的に安定な状態にとどまりやすく、重要な変化が起こる確率が低いため、十分な情報が得られません。 たとえば、タンパク質AとBがくっついている状態から、少しずつ離れていく様子を観察したいとき、まずAとBを少しずつ引き離すSteered Molecular Dynamics(SMD)などのシミュレーションで、さまざまな距離の構造を取得します。その中から、0.5nm、0.7

                                                  • Writing Pythonic Rust

                                                    Over the past several weeks I have been attempting to reimplement the API of an existing python library as a wrapper for an equivalent library in Rust. tl;dr: this ended up being much harder than I expected it to be, partly because of important differences in the behaviour of the two languages, and partly because of the (self-imposed) obligation to match an existing (idiomatic) python API. Motivat

                                                    • Why We Use Julia, 10 Years Later

                                                      Exactly ten years ago today, we published "Why We Created Julia", introducing the Julia project to the world. At this point, we have moved well past the ambitious goals set out in the original blog post. Julia is now used by hundreds of thousands of people. It is taught at hundreds of universities and entire companies are being formed that build their software stacks on Julia. From personalized me

                                                        Why We Use Julia, 10 Years Later
                                                      • Proto Best Practices

                                                        Clients and servers are never updated at exactly the same time - even when you try to update them at the same time. One or the other may get rolled back. Don’t assume that you can make a breaking change and it’ll be okay because the client and server are in sync. Don’t Re-use a Tag NumberNever re-use a tag number. It messes up deserialization. Even if you think no one is using the field, don’t re-

                                                        • Database Fundamentals

                                                          About a year ago, I tried thinking which database I should choose for my next project, and came to the realization that I don't really know the differences of databases enough. I went to different database websites and saw mostly marketing and words I don't understand. This is when I decided to read the excellent books Database Internals by Alex Petrov and Designing Data-Intensive Applications by

                                                            Database Fundamentals
                                                          • What's New in Emacs 28.1?

                                                            Try Mastering Emacs for free! Are you struggling with the basics? Have you mastered movement and editing yet? When you have read Mastering Emacs you will understand Emacs. It’s that time again: there’s a new major version of Emacs and, with it, a treasure trove of new features and changes. Notable features include the formal inclusion of native compilation, a technique that will greatly speed up y

                                                            • Vim9 script for Python Developers · GitHub

                                                              vim9script4pythondevelopers.md Vim9 script for Python Developers Vim9 script�Vim script��������������������������������������������������系��� def������義����������Vim script��vim9script�����使����������(vim9script���

                                                                Vim9 script for Python Developers · GitHub
                                                              • Node.js — Node.js v22.10.0 (Current)

                                                                Or if the package is only meant to be run on Node.js and wants to fallback to CJS on older versions that don't have require(esm): { "type": "module", "exports": { // On new version of Node.js, both require() and import get the ESM version "module-sync": "./index.js", // On older version of Node.js, where "module-sync" and require(esm) are // not supported, use the CJS version to avoid dual-package

                                                                  Node.js — Node.js v22.10.0 (Current)
                                                                • A Lisp REPL as my main shell

                                                                  If you enjoy this article and would like to help me keep writing, consider chipping in, every little bit helps to keep me going :) Thank you! Update: As of 2021-02-07, not all the code and configurations used in this presentation have been published. Should happen in the coming days, stay tuned! Introduction video The concepts I’m going to present in this article were featured in a presentation at

                                                                  • Plan 9 Desktop Guide

                                                                    PLAN 9 DESKTOP GUIDE INDEX What is Plan 9? Limitations and Workarounds Connecting to Other Systems VNC RDP SSH 9P Other methods Porting Applications Emulating other Operating Systems Virtualizing other Operating Systems Basics Window Management Copy Pasting Essential Programs Manipulating Text in the Terminal Acme - The Do It All Application Multiple Workspaces Tiling Windows Plumbing System Admin

                                                                    • September 2022 (version 1.72)

                                                                      Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Update 1.72.1: The update addresses these security issues. Update 1.72.2: The update addresses these issues. Welcome to the September 2022 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some of the key highlights include: Tool bar customization - Hide/show

                                                                        September 2022 (version 1.72)
                                                                      • Node.js — Node.js v23.0.0 (Current)

                                                                        2024-10-16, Version 23.0.0 (Current), @RafaelGSS We’re excited to announce the release of Node.js 23! Key highlights include: Enabling require(esm) by default for Node.js applications Removing support for Windows 32-bit systems Stabilizing the node --run command Enhancements to the test runner, including glob pattern support for coverage files Node.js 23 will replace Node.js 22 as the ‘Current’ re

                                                                          Node.js — Node.js v23.0.0 (Current)
                                                                        • Large Text Compression Benchmark

                                                                           Large Text Compression Benchmark Matt Mahoney Last update: July 3, 2025. history This competition ranks lossless data compression programs by the compressed size (including the size of the decompression program) of the first 109 bytes of the XML text dump of the English version of Wikipedia on Mar. 3, 2006. About the test data. The goal of this benchmark is not to find the best overall compressi

                                                                          • Python pathlib Cookbook: 57+ Examples to Master It (2022)

                                                                            A mega tutorial with dozens of examples on how to use the pathlib module in Python 3 When I started learning Python, there was one thing I always had trouble with: dealing with directories and file paths! I remember the struggle to manipulate paths as strings using the os module. I was constantly looking up error messages related to improper path manipulation. The os module never felt intuitive an

                                                                              Python pathlib Cookbook: 57+ Examples to Master It (2022)
                                                                            • Julia 1.6: what has changed since Julia 1.0?

                                                                              Julia 1.0 came out well over 2 years ago. Since then a lot has changed and a lot hasn’t. Julia 1.0 was a commitment to no breaking changes, but that is not to say no new features have been added to the language. Julia 1.6 is a huge release and it is coming out relatively soon. RC-1 was released recently. I suspect we have at least a few more weeks before the final release. The Julia Core team take

                                                                              • Ubuntu 24.04 LTS (Noble Numbat) Release Notes

                                                                                Noble Numbat Release Notes Table of Contents Introduction New features in 24.04 LTS Known Issues Official flavours More information Introduction These release notes for Ubuntu 24.04 LTS (Noble Numbat) provide an overview of the release and document the known issues with Ubuntu and its flavours. For details of the changes applied since 24.04, please see the 24.04.2 change summary. Support lifespan

                                                                                • Llama2-70b-chatで専門テキスト(学会の予稿集)をファインチューニング(QLoRA)|Kan Hatakeyama

                                                                                  概要23年8月時点におけるオープンソース大規模言語モデルの筆頭とも言えるLlama2を使い、専門テキストをファインチューニングした際のメモです。 言語モデルに知識を追加するのは、意外と難しいということがわかりました。 前提となるコード類は以下の記事などを参照 学習データ筆者が所属している学会の一つである、高分子学会の年次大会(2023年)の予稿集を学習させてみることにしました。 (学会の参加者のみが入手可能な、クローズドなデータです) pdfは単体で500 MBほどあります。ここから、テキストだけを抜き出しました。 処理後の平文のテキストは約150万文字(3.7 MB)でした。 参考: pdf to textのコード本筋ではありませんが、解析コードを張っておきます。 pdfの分割 #pdfの分割 import os from PyPDF2 import PdfReader, PdfWrit

                                                                                    Llama2-70b-chatで専門テキスト(学会の予稿集)をファインチューニング(QLoRA)|Kan Hatakeyama