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Integuru-AI/Integuru

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4,624 星标·361 分支·Python·AGPL-3.0·4 次浏览integuru.ai↗

Integuru

Integuru 是一个由 AI 驱动的代理和框架系统,旨在记录未文档化的 API 并将网络流量转换为自动化脚本。它作为一个无头 API 自动化框架,用直接的 HTTP 请求取代基于浏览器的工具,以提高吞吐量和可靠性。

该项目具有一个基于 LLM 的逆向工程代理,用于分析网络流量以发现内部 API;以及一个自然语言集成引擎,将工作流的文本描述转换为有效的 API 调用序列。它包括用于提取请求和响应格式以创建精确技术规范的工具,以及将捕获的会话 Cookie 转换为生产级自动化脚本的工具。

该框架涵盖了广泛的功能,包括模式工程、请求依赖图谱和基于状态的逻辑映射,以处理复杂的应用工作流。它还为会话 Cookie 提供自动身份验证管理和多因素验证,以保持对受保护门户的访问。

Features

  • Headless API Automation Frameworks - Provides a headless framework that executes direct HTTP requests instead of browser automation to increase execution speed and reliability.
  • API Reverse Engineering - Analyzes network requests and session cookies to determine the exact sequence of endpoints required for a specific action.
  • Natural Language Workflow Generators - Transforms natural language descriptions of workflows into executable sequences of valid API calls and network requests.
  • API Request Translations - Converts human-readable descriptions of workflows into a sequence of production-ready HTTP requests and parameters.
  • API Schema Mapping - Automatically mapping request and response formats from network traffic to document undocumented endpoints and data fields.
  • Natural Language Automation - Convert natural language descriptions of desired data or workflows into production-ready API requests.
  • Custom Platform Integrations - Creates custom connections to specific services to automate tasks without relying on official public APIs.
  • Headless API Automation - Replacing slow browser-based RPA tools with direct HTTP requests to increase execution speed and reliability.
  • Workflow Automation Scripts - Produces runnable scripts that replicate browser workflows by calling platform endpoints in the required sequence.
  • Private API Wrappers - Creating custom connections to platforms by reverse engineering internal network traffic when no official public API is available.
  • Natural Language Code Generators - Converting plain text descriptions of desired actions into production-ready HTTP requests and automation scripts.
  • Session Management - Handles session cookies and multi-factor authentication flows to maintain persistent access to protected internal endpoints.
  • API Reverse-Engineering Tools - Extracts request and response formats from network traffic to create specifications for undocumented API endpoints.
  • Traffic-Based Reverse Engineering - Extracts request and response schemas by analyzing raw HTTP traffic to identify undocumented private API endpoints.
  • Traffic-Based Schema Extraction - Automatically extracts precise request and response specifications from captured network traffic to document undocumented endpoints.
  • Session and Cookie Automators - Handling session cookies and multi-factor authentication flows to maintain programmatic access to protected web portals.
  • Schema-Driven Code Generators - Produces runnable automation scripts by transforming discovered API specifications into executable request sequences.
  • HTTP Request Execution - Executes direct HTTP calls instead of browser automation to increase throughput and reliability.
  • Network Dependency Mapping - Creates a dependency graph of network calls to identify the exact sequence needed to trigger a target action.
  • Private API Automation Tools - Converts captured HTTP requests and session cookies into production-ready automation scripts for private platform integration.
  • Session and MFA Automation - Manages session cookies and multi-factor authentication flows, including phone and email verification, to maintain access to protected portals.
  • Application State Mapping - Identifies and maps various application states and branching paths to ensure automation handles real-world usage scenarios.
  • Request Sequence Graphing - Maps the exact sequence of network calls and their dependencies to recreate complex application workflows.
  • State-Driven Logic - Identifies branching paths and application states to ensure automation handles real-world edge cases and logic flows.
  • API Schema Generation - Creates detailed specifications of request and response formats including precise definitions for every data field.

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常见问题解答

integuru-ai/integuru 是做什么的?

Integuru 是一个由 AI 驱动的代理和框架系统,旨在记录未文档化的 API 并将网络流量转换为自动化脚本。它作为一个无头 API 自动化框架,用直接的 HTTP 请求取代基于浏览器的工具,以提高吞吐量和可靠性。

integuru-ai/integuru 的主要功能有哪些?

integuru-ai/integuru 的主要功能包括:Headless API Automation Frameworks, API Reverse Engineering, Natural Language Workflow Generators, API Request Translations, API Schema Mapping, Natural Language Automation, Custom Platform Integrations, Headless API Automation。

integuru-ai/integuru 有哪些开源替代品?

integuru-ai/integuru 的开源替代品包括: kr1s77/python-crawler-tutorial-starts-from-zero — This project is a Python web scraping tutorial and framework designed for building automated data extraction tools and… alufers/mitmproxy2swagger — mitmproxy2swagger is a tool that transforms captured mitmproxy network traffic into structured OpenAPI schemas for… nanmicoder/crawlertutorial — CrawlerTutorial is a comprehensive Python web scraping tutorial and framework designed for extracting data from static… anandnet/harmony-music. jack-cherish/python-spider — This is a collection of Python scripts designed for extracting data from popular Chinese websites and mobile… killianlucas/open-interpreter — Open Interpreter is a coding agent that uses large language models to write and execute code directly on a local host…