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python

深入源码,洞察迭代 8 年的 html 文本转换库

Dive into the source code and gain insights into the html text conversion library that has been iterating for 8 years


深入源码,洞察迭代 14 年的高质量 html 提取方案

Go deep into the source code and gain insight into the high-quality HTML extraction solution that has been iterated for 14 years


Dify框架增强:知识库检索能力提升探索与实践

Enhancement of Dify framework: exploration and practice of improving the retrieval ability of knowledge base


深入 Dify 源码,洞察 Dify RAG 切片机制实现细节

Go deep into the Dify source code and gain insight into the implementation details of the Dify RAG slicing mechanism


来自工业界的开源知识库 RAG 项目结构化文件解析方案比较

Comparison of structured file parsing solutions from open source RAG projects in the industry


深入 Dify 源码,洞察 Dify RAG 默认机制

Dive into the Dify source code and gain insight into the Dify RAG default mechanism


深入 Dify 源码,定位知识库检索的大模型调用异常

Go deep into the Dify source code and locate large model call anomalies in knowledge base retrieval


基于开源项目二次开发可行方案

The solution for secondary development based on open source projects


Dify 与 Xinference 最佳组合 GPU 环境部署全流程

The whole process of deploying the combination of Dify and Xinference in GPU environment


来自工业界的开源知识库 RAG 项目最全细节对比

The most complete comparison of open source RAG projects from the industry


官方技术文档查询大模型:快速搭建与实践记录

Official technical document query large model: rapid construction and practice records


一款纯 js 实现的大模型应用服务 FastGPT 解读

Interpretation of FastGPT, a large model application service implemented in pure js


Github 上 Star 数最多的大模型应用基础服务 Dify 深度解读(一)

Dify source code analysis of the large model application basic service with the largest number of stars on Github (1)


来自工业界的知识库 RAG 服务(五),模块化知识库 GoMate 实现方案详解

RAG services from industry (5), detailed explanation of modular knowledge base GoMate implementation plan


从 0 打造私有知识库 RAG Benchmark 完整实践

The practical process of building a private RAG Benchmark from scratch


来自工业界的知识库 RAG 服务(四),FinGLM 竞赛冠军项目详解

Knowledge base RAG service from the industry (4), detailed explanation of the FinGLM competition championship project


来自工业界的知识库 RAG 服务(三),FinGLM 竞赛获奖项目详解

Knowledge base RAG service from the industry (3), detailed explanation of the winning projects of the FinGLM competition


来自学术界的知识库 RAG 调优方案实践(一)

RAG tuning solution practice from academia (1)


从《红楼梦》的视角看大模型知识库 RAG 服务的 Rerank 调优

Rerank tuning of RAG service in large model knowledge base from the perspective of 'Dream of Red Mansions'


来自工业界的知识库 RAG 服务(二),RagFlow 源码全流程深度解析

Knowledge base RAG service from the industry (2), in-depth analysis of the entire RagFlow source code process


来自工业界的 RAG 服务,有道 QAnything 源码全流程深度解析

RAG service from the industry, Youdao QAnything source code in-depth analysis of the entire process


一种与众不同的 RAG 架构探索

An exploration of a distinctive RAG architecture


向量数据库 Faiss 的实践与增强探索

Practice and enhanced exploration of vector database Faiss


从开发到部署,搭建离线私有大模型知识库

From development to deployment, build an offline private large model knowledge base


人 GPT 协作,从 0 手撸一个量化交易回测平台

Collaborate with GPT,create a quantitative trading backtesting platform from scratch


难以训练的深度学习

Difficult to train deep learning


从 0 手撸一个 pytorch

Implementing a simple version of pytorch from 0


FATE 作业执行全流程追踪

Full process tracking of FATE job execution


最简安全纵向联邦学习实现探索

Exploring the most simplified implementation of secure vertical federated learning


深入探索 FATE 纵向联邦学习安全方案

In-depth exploration of FATE vertical federated learning security solution


深入探索 FATE 纵向联邦学习模型设计方案

In-depth exploration of the FATE vertical federated learning model design solution


FATE 纵向联邦学习实现探索

FATE vertical federated learning implementation exploration


深入探索联邦学习框架 Flower

A deep dive into the federated learning framework Flower


联邦学习 Non-IID 算法实现

Federated Learning Non-IID Algorithm implementation


GPT Engineer 实践与源码解析

GPT engineer practice and source code analysis


medical-labelme 升级方案概述

Overview of the medical-labelme upgrade plan


自研医疗图像标注工具 medical-labelme

Self-developed medical image annotation tool medical-labelme


DICOM 图像探索

DICOM image exploration


FATE Eggroll 源码解析

FATE Eggroll source code analysis


联邦学习下线性回归算法实现概述

Overview of the implementation of linear regression algorithm under federated learning


FATE Board 执行流程探索

FATE Board Execution Process Exploration


基于 Pre-commit 的代码风格统一实践

Unified Code Style Practice Based on Pre-commit


基于 OpenAPI 的 Web 页面自动渲染实践

Practice of Automatic Rendering of Web Pages Based on OpenAPI


FATE Flow 源码解析 - 日志输出机制

FATE Flow source code analysis - log mechanism


FATE Flow 源码解析 - 资源分配流程

FATE Flow source code analysis - resource allocation process


FATE Flow 源码解析 - 作业提交处理流程

FATE Flow source code analysis - task submission process


基于 Grpc interceptors 的请求跟踪探索

Exploration of request tracking based on grpc interceptors


基于 cookiecutter 的 python 项目模板

Python project template based on cookiecutter


Python 中的时区问题

Timezone problem in python


Poetry 包管理

Python package management by poetry


基于 FastAPI 与 MongoDB 的数据流梳理

Data flow base on FastApi and MongoDB


生成器与协程

Generator and Coroutine


Requests cookie 源码分析

Requests cookie source codes reading


基于 Tushare 进行数据分析

Data analysis base on tushare


Pandas 数据分析

Data analysis with pandas


Requests 源码阅读

Requests source codes reading


RBAC 权限管理介绍与实现

Introduction and implementation of RBAC authority management


升级 Python3

upgrade to python3


flask 信号机制实现

Signal in flask


深入了解 gevent

Dive into gevent


Celery 3.x 升级至 celery 4.x

Celery 3.x upgrade to celery 4.x


从 Flask-script 迁移到 Click

Migrating from flask-script to click


PEP8 规范

PEP 8


Mock与模块引入问题

mock and module import


Celery框架介绍

dive into celery


单元测试mock模块介绍

mock


实用的装饰器库decorator

decorator


基于属性的测试库-hypothesis

hypothesis


python中的循环引用

circular import in python


自动化代码质量控制

automating code quality


logging入门

logging in python


Python虚拟环境管理

Virtual environment in python


Flask 0.1 源码解析

Dive into flask 0.1


Python上下文管理

Context managers in python


Local,localStack,localProxy深入解析

Local, localStack, localProxy in flask and werkzeug


Python优雅迭代器实现

Elegant iterator in python


Python字符编码介绍

Encoding in python


rag

来自工业界的知识库 RAG(六),独特的 RAG 框架 dsRAG 核心亮点解读

RAG services from industry (6),an Interpretation of the Core Highlights of the RAG Framework dsRAG


深入源码,洞察迭代 8 年的 html 文本转换库

Dive into the source code and gain insights into the html text conversion library that has been iterating for 8 years


深入源码,洞察迭代 14 年的高质量 html 提取方案

Go deep into the source code and gain insight into the high-quality HTML extraction solution that has been iterated for 14 years


Dify框架增强:知识库检索能力提升探索与实践

Enhancement of Dify framework: exploration and practice of improving the retrieval ability of knowledge base


深入 Dify 源码,洞察 Dify RAG 切片机制实现细节

Go deep into the Dify source code and gain insight into the implementation details of the Dify RAG slicing mechanism


来自工业界的开源知识库 RAG 项目结构化文件解析方案比较

Comparison of structured file parsing solutions from open source RAG projects in the industry


深入 Dify 源码,洞察 Dify RAG 默认机制

Dive into the Dify source code and gain insight into the Dify RAG default mechanism


深入 Dify 源码,定位知识库检索的大模型调用异常

Go deep into the Dify source code and locate large model call anomalies in knowledge base retrieval


基于开源项目二次开发可行方案

The solution for secondary development based on open source projects


Dify 与 Xinference 最佳组合 GPU 环境部署全流程

The whole process of deploying the combination of Dify and Xinference in GPU environment


来自工业界的开源知识库 RAG 项目最全细节对比

The most complete comparison of open source RAG projects from the industry


官方技术文档查询大模型:快速搭建与实践记录

Official technical document query large model: rapid construction and practice records


一款纯 js 实现的大模型应用服务 FastGPT 解读

Interpretation of FastGPT, a large model application service implemented in pure js


Github 上 Star 数最多的大模型应用基础服务 Dify 深度解读(一)

Dify source code analysis of the large model application basic service with the largest number of stars on Github (1)


来自工业界的知识库 RAG 服务(五),模块化知识库 GoMate 实现方案详解

RAG services from industry (5), detailed explanation of modular knowledge base GoMate implementation plan


从 0 打造私有知识库 RAG Benchmark 完整实践

The practical process of building a private RAG Benchmark from scratch


来自工业界的知识库 RAG 服务(四),FinGLM 竞赛冠军项目详解

Knowledge base RAG service from the industry (4), detailed explanation of the FinGLM competition championship project


来自工业界的知识库 RAG 服务(三),FinGLM 竞赛获奖项目详解

Knowledge base RAG service from the industry (3), detailed explanation of the winning projects of the FinGLM competition


来自学术界的知识库 RAG 调优方案实践(一)

RAG tuning solution practice from academia (1)


从《红楼梦》的视角看大模型知识库 RAG 服务的 Rerank 调优

Rerank tuning of RAG service in large model knowledge base from the perspective of 'Dream of Red Mansions'


来自工业界的知识库 RAG 服务(二),RagFlow 源码全流程深度解析

Knowledge base RAG service from the industry (2), in-depth analysis of the entire RagFlow source code process


来自工业界的 RAG 服务,有道 QAnything 源码全流程深度解析

RAG service from the industry, Youdao QAnything source code in-depth analysis of the entire process


一种与众不同的 RAG 架构探索

An exploration of a distinctive RAG architecture


agent

RAG 最佳实践

RAG best practices


AIOps RAG 比赛获奖项目 EasyRAG 深度解读

In-depth interpretation of AIOps RAG competition winning project EasyRAG


RAG 分块长距离信息缺失,Late Chunking 值得试试

Long distance contextual information is missing in RAG, you can try Late Chunking


No Code 的大模型应用跟踪与批量测试方案

No Code's large model application tracking and batch testing solution


你的大模型应用表现真的好吗?借助 Dify + Langfuse 一探究竟

Is your large model application really performing well? Find out with Dify + Langfuse


给大模型加上记忆,深入探索 Mem0 项目

Adding memory to large models, exploring the Mem0 project


来自工业界的知识库 RAG(六),独特的 RAG 框架 dsRAG 核心亮点解读

RAG services from industry (6),an Interpretation of the Core Highlights of the RAG Framework dsRAG


Dify框架增强:知识库检索能力提升探索与实践

Enhancement of Dify framework: exploration and practice of improving the retrieval ability of knowledge base


深入 Dify 源码,洞察 Dify RAG 切片机制实现细节

Go deep into the Dify source code and gain insight into the implementation details of the Dify RAG slicing mechanism


来自工业界的开源知识库 RAG 项目结构化文件解析方案比较

Comparison of structured file parsing solutions from open source RAG projects in the industry


深入 Dify 源码,洞察 Dify RAG 默认机制

Dive into the Dify source code and gain insight into the Dify RAG default mechanism


深入 Dify 源码,定位知识库检索的大模型调用异常

Go deep into the Dify source code and locate large model call anomalies in knowledge base retrieval


基于开源项目二次开发可行方案

The solution for secondary development based on open source projects


Dify 与 Xinference 最佳组合 GPU 环境部署全流程

The whole process of deploying the combination of Dify and Xinference in GPU environment


来自工业界的开源知识库 RAG 项目最全细节对比

The most complete comparison of open source RAG projects from the industry


官方技术文档查询大模型:快速搭建与实践记录

Official technical document query large model: rapid construction and practice records