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摘要: python uv stands for what? uv 是 Python 生态中一个新兴的高性能工具,由 Rust 编写,旨在替代传统的 pip 和 venv。它由 Charlie Marsh(知名工具 Ruff 的开发者)主导开发,核心目标是解决 Python 包管理的速度和效率问题。 核心功 阅读全文
posted @ 2025-02-10 19:36 lightsong 阅读(3) 评论(0) 推荐(0) 编辑
摘要: Agentic Object Detection https://landing.ai/agentic-object-detection https://zhuanlan.zhihu.com/p/405658103 在机器学习的分类任务中,绕不开准确率(accuracy),精确率(precision 阅读全文
posted @ 2025-02-10 13:47 lightsong 阅读(4) 评论(0) 推荐(0) 编辑
摘要: FastAPI for Machine Learning: Live coding an ML web application https://www.bilibili.com/video/BV1kC411b7Se/?spm_id_from=333.788.videopod.sections&vd_ 阅读全文
posted @ 2025-02-08 23:08 lightsong 阅读(2) 评论(0) 推荐(0) 编辑
摘要: langgraph https://github.com/langchain-ai/langgraph/tree/main/examples LangGraph is a library for building stateful, multi-actor applications with LLM 阅读全文
posted @ 2025-01-27 17:14 lightsong 阅读(8) 评论(0) 推荐(0) 编辑
摘要: Ray Serve https://python.langchain.com/docs/integrations/providers/ray_serve/#example-of-deploying-and-openai-chain-with-custom-prompts Ray Serve Ray 阅读全文
posted @ 2025-01-27 15:34 lightsong 阅读(5) 评论(0) 推荐(0) 编辑
摘要: full-stack-fastapi-template End-to-End Testing with Playwright https://github.com/fastapi/full-stack-fastapi-template/tree/master/frontend 切换到项目使用的nod 阅读全文
posted @ 2025-01-27 10:40 lightsong 阅读(10) 评论(0) 推荐(0) 编辑
摘要: What is the difference between OpenAI and ChatOpenAI in LangChain? https://stackoverflow.com/questions/76950609/what-is-the-difference-between-openai- 阅读全文
posted @ 2025-01-25 21:34 lightsong 阅读(12) 评论(0) 推荐(0) 编辑
摘要: python打包工具优缺点对比 PyInstaller 优点 跨平台支持:能够在 Windows、macOS、Linux 等不同操作系统上使用,并且可以将 Python 脚本打包成对应平台的可执行文件。 依赖管理:自动检测并打包 Python 脚本所依赖的库,减少了部署时的环境配置问题。 简单易用: 阅读全文
posted @ 2025-01-24 09:49 lightsong 阅读(26) 评论(0) 推荐(0) 编辑
摘要: 使用 Gunicorn 部署 FastAPI 应用程序:快速而强大的组合 https://juejin.cn/post/7348003004123463717 本地部署 本地开发调试过程中,我通常是这样启动Fastapi服务的 在终端中运行: uvicorn main:app --host 0.0. 阅读全文
posted @ 2025-01-23 16:49 lightsong 阅读(6) 评论(0) 推荐(0) 编辑
摘要: windows服务管理 在 Windows 系统中,有多种方法可以管理服务。以下是一些常用的服务管理方法: 1. 服务控制管理器 (SCM) 服务控制管理器是一个系统级别的工具,用于启动、停止、暂停和恢复服务。它可以通过以下方式访问: 运行命令:在“运行”对话框(快捷键 Win + R)中输入 se 阅读全文
posted @ 2025-01-23 14:56 lightsong 阅读(32) 评论(0) 推荐(0) 编辑
摘要: pyinstaller https://pyinstaller.org/en/stable/installation.html PyInstaller bundles a Python application and all its dependencies into a single packag 阅读全文
posted @ 2025-01-22 13:56 lightsong 阅读(10) 评论(0) 推荐(0) 编辑
摘要: Pre-training vs Fine-tuning https://developer.volcengine.com/articles/7399549896799780874 Fine-tuning 微调的技术原理是什么?在预训练模型的基础上,针对特定任务或数据领域,通过 在新任务的小规模标注数 阅读全文
posted @ 2025-01-16 16:47 lightsong 阅读(8) 评论(0) 推荐(0) 编辑
摘要: Hyperparameter https://blog.csdn.net/2401_85377976/article/details/141598610 Hyperparameter超参数(Hyperparameter), 是机器学习算法中的调优参数,用于控制模型的学习过程和结构。与模型参数(Mod 阅读全文
posted @ 2025-01-16 16:44 lightsong 阅读(9) 评论(0) 推荐(0) 编辑
摘要: What Is Object Storage? https://www.ibm.com/think/topics/object-storage#:~:text=Object%20storage%2C%20often%20referred%20to%20as%20object-based%20stor 阅读全文
posted @ 2025-01-16 10:09 lightsong 阅读(4) 评论(0) 推荐(0) 编辑
摘要: Browser Use https://browser-use.com/ Make Websites Accessible for Agents We make websites accessible for AI agents by extracting all interactive eleme 阅读全文
posted @ 2025-01-15 17:36 lightsong 阅读(31) 评论(0) 推荐(0) 编辑
摘要: browser-use/web-ui https://github.com/browser-use/web-ui This project builds upon the foundation of the browser-use, which is designed to make website 阅读全文
posted @ 2025-01-14 22:13 lightsong 阅读(56) 评论(0) 推荐(0) 编辑
摘要: Generative Manim https://generative-manim.vercel.app/ ⚡️ How it works Making video animations accessible to everyone. Generative Manim is an open-sour 阅读全文
posted @ 2025-01-14 20:49 lightsong 阅读(20) 评论(0) 推荐(0) 编辑
摘要: Shared responsibility in the cloud Shared responsibility in the cloud - Microsoft Azure | Microsoft Learn In an on-premises datacenter, you own the wh 阅读全文
posted @ 2025-01-14 10:30 lightsong 阅读(4) 评论(0) 推荐(0) 编辑
摘要: MailCatcher https://mailcatcher.me/ https://hub.docker.com/r/schickling/mailcatcher/ Catches mail and serves it through a dream. MailCatcher runs a su 阅读全文
posted @ 2025-01-11 19:46 lightsong 阅读(5) 评论(0) 推荐(0) 编辑
摘要: Use Compose Watch https://docs.docker.com/compose/how-tos/file-watch/#:~:text=Run%20docker%20compose%20up%20--watch%20to%20build%20and,source%20files% 阅读全文
posted @ 2025-01-11 18:03 lightsong 阅读(14) 评论(0) 推荐(0) 编辑
摘要: docker容器添加自定义hosts https://www.cnblogs.com/erlou96/p/13884130.html 方案一 启动时增加hosts,参考自docker docs docker run -d --name test1 \ --add-host test1.a:1.2.3 阅读全文
posted @ 2025-01-05 09:54 lightsong 阅读(5) 评论(0) 推荐(0) 编辑
摘要: example https://doc.traefik.io/traefik/user-guides/docker-compose/basic-example/ traefik通过docker engine访问其它容器的label信息,来做路由。 version: "3.3" services: t 阅读全文
posted @ 2025-01-05 08:47 lightsong 阅读(7) 评论(0) 推荐(0) 编辑
摘要: microservice without load balancer 不带负载均衡例子。 https://github.com/GavriloviciEduard/fastapi-microservices/tree/master multiple upstream for load balance 阅读全文
posted @ 2025-01-04 19:38 lightsong 阅读(9) 评论(0) 推荐(0) 编辑
摘要: What is Cloud Native? https://learn.microsoft.com/en-us/dotnet/architecture/cloud-native/definition Cloud-native technologies empower organizations to 阅读全文
posted @ 2025-01-03 09:34 lightsong 阅读(4) 评论(0) 推荐(0) 编辑
摘要: docker compose watch https://docs.docker.com/compose/how-tos/file-watch/ Use Compose Watch Introduced in Docker Compose version 2.22.0 The watch attri 阅读全文
posted @ 2025-01-01 09:43 lightsong 阅读(3) 评论(0) 推荐(0) 编辑
摘要: https://github.com/fastapi/full-stack-fastapi-template?tab=readme-ov-file How to Use a Private Repository If you want to have a private repository, Gi 阅读全文
posted @ 2024-12-31 22:47 lightsong 阅读(3) 评论(0) 推荐(0) 编辑
摘要: Metaflow https://docs.metaflow.org/introduction/what-is-metaflow What is Metaflow Metaflow is a human-friendly Python library that makes it straightfo 阅读全文
posted @ 2024-12-29 11:55 lightsong 阅读(7) 评论(0) 推荐(0) 编辑
摘要: 10个简单但很有用的Python装饰器 https://zhuanlan.zhihu.com/p/647427471 1、@timer:测量执行时间 优化代码性能是非常重要的。@timer装饰器可以帮助我们跟踪特定函数的执行时间。通过用这个装饰器包装函数 ,我可以快速识别瓶颈并优化代码的关键部分。下 阅读全文
posted @ 2024-12-29 11:51 lightsong 阅读(4) 评论(0) 推荐(0) 编辑
摘要: Ingest and split data in a flow https://docs.outerbounds.com/recsys-tutorial-L2/ Given our dataset is in a parquet file, in this lesson you will learn 阅读全文
posted @ 2024-12-29 11:50 lightsong 阅读(44) 评论(0) 推荐(0) 编辑
摘要: awesome-workflow-engines https://github.com/meirwah/awesome-workflow-engines Activepieces - Open source no-code business automation, alternative to Za 阅读全文
posted @ 2024-12-29 10:49 lightsong 阅读(13) 评论(0) 推荐(0) 编辑
摘要: OmAgent https://github.com/om-ai-lab/OmAgent OmAgent is an open-source agent framework designed to streamlines the development of on-device multimodal 阅读全文
posted @ 2024-12-29 09:45 lightsong 阅读(26) 评论(0) 推荐(0) 编辑
摘要: 提示工程指南 https://www.promptingguide.ai/zh https://github.com/dair-ai/Prompt-Engineering-Guide 提示工程(Prompt Engineering)是一门较新的学科,关注提示词开发和优化,帮助用户将大语言模型(Lar 阅读全文
posted @ 2024-12-26 22:24 lightsong 阅读(22) 评论(0) 推荐(0) 编辑
摘要: Image Search Application with OpenAI CLIP Model and Faiss Library https://github.com/fanqingsong/clip-faiss This repository contains an Image Search A 阅读全文
posted @ 2024-12-26 20:00 lightsong 阅读(9) 评论(0) 推荐(0) 编辑
摘要: Automating-Webscraping-with-Airflow https://github.com/fanqingsong/Automating-Webscraping-with-Airflow Web Scraping with Airflow This project provides 阅读全文
posted @ 2024-12-23 21:38 lightsong 阅读(14) 评论(0) 推荐(0) 编辑
摘要: tiktoken https://github.com/openai/tiktoken tiktoken is a fast BPE tokeniser for use with OpenAI's models. tiktoken tiktoken is a fast BPE tokeniser f 阅读全文
posted @ 2024-12-23 21:31 lightsong 阅读(32) 评论(0) 推荐(0) 编辑
摘要: microsoft/markitdown https://github.com/microsoft/markitdown MarkItDown is a utility for converting various files to Markdown (e.g., for indexing, tex 阅读全文
posted @ 2024-12-23 18:37 lightsong 阅读(133) 评论(0) 推荐(0) 编辑
摘要: Faiss https://github.com/facebookresearch/faiss https://faiss.ai/index.html https://arxiv.org/pdf/2401.08281 Faiss Faiss is a library for efficient si 阅读全文
posted @ 2024-12-22 22:52 lightsong 阅读(21) 评论(0) 推荐(0) 编辑
摘要: Introduction to gRPC https://grpc.io/docs/what-is-grpc/introduction/ An introduction to gRPC and protocol buffers. This page introduces you to gRPC an 阅读全文
posted @ 2024-12-21 23:29 lightsong 阅读(14) 评论(0) 推荐(0) 编辑
摘要: Agentic Design Patterns https://www.deeplearning.ai/the-batch/how-agents-can-improve-llm-performance/?ref=dl-staging-website.ghost.io Reflection: The 阅读全文
posted @ 2024-12-21 19:59 lightsong 阅读(11) 评论(0) 推荐(0) 编辑
摘要: AutoGen https://microsoft.github.io/autogen/0.2/docs/Getting-Started AutoGen is an open-source programming framework for building AI agents and facili 阅读全文
posted @ 2024-12-21 18:47 lightsong 阅读(28) 评论(0) 推荐(0) 编辑
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