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How to Use FAISS to Build Your First Similarity Search https://medium.com/loopio-tech/how-to-use-faiss-to-build-your-first-similarity-search-bf0f708aa
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posted @ 2025-02-13 10:51
lightsong
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Similarity Search with FAISS: A Practical Guide to Efficient Indexing and Retrieval https://medium.com/@devbytes/similarity-search-with-faiss-a-practi
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posted @ 2025-02-13 10:50
lightsong
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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
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posted @ 2025-02-10 19:36
lightsong
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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
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posted @ 2025-02-10 13:47
lightsong
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FastAPI for Machine Learning: Live coding an ML web application https://www.bilibili.com/video/BV1kC411b7Se/?spm_id_from=333.788.videopod.sections&vd_
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posted @ 2025-02-08 23:08
lightsong
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langgraph https://github.com/langchain-ai/langgraph/tree/main/examples LangGraph is a library for building stateful, multi-actor applications with LLM
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posted @ 2025-01-27 17:14
lightsong
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Ray Serve https://python.langchain.com/docs/integrations/providers/ray_serve/#example-of-deploying-and-openai-chain-with-custom-prompts Ray Serve Ray
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posted @ 2025-01-27 15:34
lightsong
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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
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posted @ 2025-01-27 10:40
lightsong
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What is the difference between OpenAI and ChatOpenAI in LangChain? https://stackoverflow.com/questions/76950609/what-is-the-difference-between-openai-
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posted @ 2025-01-25 21:34
lightsong
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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：
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posted @ 2025-01-24 09:49
lightsong
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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.
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posted @ 2025-01-23 16:49
lightsong
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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
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posted @ 2025-01-23 14:56
lightsong
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pyinstaller https://pyinstaller.org/en/stable/installation.html PyInstaller bundles a Python application and all its dependencies into a single packag
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posted @ 2025-01-22 13:56
lightsong
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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
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posted @ 2025-01-16 16:47
lightsong
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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
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posted @ 2025-01-16 16:44
lightsong
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What Is Object Storage? https://www.ibm.com/think/topics/object-storage#:~:text=Object%20storage%2C%20often%20referred%20to%20as%20object-based%20stor
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posted @ 2025-01-16 10:09
lightsong
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Browser Use https://browser-use.com/ Make Websites Accessible for Agents We make websites accessible for AI agents by extracting all interactive eleme
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posted @ 2025-01-15 17:36
lightsong
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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
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posted @ 2025-01-14 22:13
lightsong
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Generative Manim https://generative-manim.vercel.app/ ⚡️ How it works Making video animations accessible to everyone. Generative Manim is an open-sour
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posted @ 2025-01-14 20:49
lightsong
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Shared responsibility in the cloud Shared responsibility in the cloud - Microsoft Azure | Microsoft Learn In an on-premises datacenter, you own the wh
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posted @ 2025-01-14 10:30
lightsong
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MailCatcher https://mailcatcher.me/ https://hub.docker.com/r/schickling/mailcatcher/ Catches mail and serves it through a dream. MailCatcher runs a su
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posted @ 2025-01-11 19:46
lightsong
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Use Compose Watch https://docs.docker.com/compose/how-tos/file-watch/#:~:text=Run%20docker%20compose%20up%20--watch%20to%20build%20and,source%20files%
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posted @ 2025-01-11 18:03
lightsong
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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
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posted @ 2025-01-05 09:54
lightsong
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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
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posted @ 2025-01-05 08:47
lightsong
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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
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posted @ 2025-01-04 19:38
lightsong
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What is Cloud Native? https://learn.microsoft.com/en-us/dotnet/architecture/cloud-native/definition Cloud-native technologies empower organizations to
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posted @ 2025-01-03 09:34
lightsong
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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
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posted @ 2025-01-01 09:43
lightsong
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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
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posted @ 2024-12-31 22:47
lightsong
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Metaflow https://docs.metaflow.org/introduction/what-is-metaflow What is Metaflow Metaflow is a human-friendly Python library that makes it straightfo
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posted @ 2024-12-29 11:55
lightsong
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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
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posted @ 2024-12-29 11:51
lightsong
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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
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posted @ 2024-12-29 11:50
lightsong
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awesome-workflow-engines https://github.com/meirwah/awesome-workflow-engines Activepieces - Open source no-code business automation, alternative to Za
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posted @ 2024-12-29 10:49
lightsong
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OmAgent https://github.com/om-ai-lab/OmAgent OmAgent is an open-source agent framework designed to streamlines the development of on-device multimodal
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posted @ 2024-12-29 09:45
lightsong
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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
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posted @ 2024-12-26 22:24
lightsong
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Image Search Application with OpenAI CLIP Model and Faiss Library https://github.com/fanqingsong/clip-faiss This repository contains an Image Search A
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posted @ 2024-12-26 20:00
lightsong
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Automating-Webscraping-with-Airflow https://github.com/fanqingsong/Automating-Webscraping-with-Airflow Web Scraping with Airflow This project provides
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posted @ 2024-12-23 21:38
lightsong
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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
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posted @ 2024-12-23 21:31
lightsong
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microsoft/markitdown https://github.com/microsoft/markitdown MarkItDown is a utility for converting various files to Markdown (e.g., for indexing, tex
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posted @ 2024-12-23 18:37
lightsong
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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
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posted @ 2024-12-22 22:52
lightsong
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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
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posted @ 2024-12-21 23:29
lightsong
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