Skyvern-AI/skyvern
Skyvern
Skyvern is an autonomous web navigation agent and browser-based workflow orchestrator that uses large language models to execute multi-step tasks on websites. By translating natural language instructions into actionable browser commands, the framework enables the automation of complex user workflows, including data extraction and interface interaction, without manual intervention.
The platform distinguishes itself through a focus on secure, self-hosted infrastructure and stealth-oriented execution. It utilizes containerized browser isolation to maintain consistent environments and employs proxy routing and fingerprinting configurations to mimic human traffic patterns. To ensure efficiency and continuity, the system supports stateful session persistence and deterministic action caching, which reduces redundant model inference and minimizes operational costs.
The project provides a comprehensive suite of tools for managing the full lifecycle of web automation. This includes secure credential management for handling authentication, structured data parsing for web content, and robust monitoring capabilities that archive logs, recordings, and screenshots for auditing. The system is designed for integration into broader business process pipelines, allowing for programmable task execution via external platforms.
Features
- LLM-Powered - Uses large language models to interpret natural language instructions and orchestrate multi-step browser automation workflows.
- Autonomous Web Agents - Performs multi-step web tasks and data gathering by interpreting natural language goals autonomously.
- Browser-Based Workflow Automations - Automates complex multi-step tasks on websites using natural language instructions to navigate interfaces and complete workflows.
- Self-Hosted Infrastructure - Provides a containerized, self-hosted infrastructure for deploying browser-based automation agents within private environments.
- Browser Automation Orchestrators - Coordinates headless browser engines to automate web interaction and content extraction using language models.
- Private Infrastructure Management - Deploys and administers secure, scalable production environments within private infrastructure to maintain full operational control.
- Anti-Bot Evasion - Implements stealth browser configurations and proxy routing to bypass bot detection and security challenges.
- Workflow Orchestrators - Defines and manages multi-step processes that track state and support resumption after failure.
- Execution Logging and Diagnostics - Tracks execution status, logs, and visual recordings to facilitate auditing and debugging of automated browser workflows.
- Browser Automation Interfaces - Enables programmatic control and interaction with browser environments for complex, multi-step automation tasks.
- AI Agents and Automation - AI browser automation using LLMs & computer vision. Playwright-compatible SDK no-code workflows.
- Search and Web - Browser automation for LLM-driven workflows.
- Structured Data Extraction - Extracts specific data points into structured formats from complex web documents.
- Session and Credential Management - Manages sensitive credentials and securely injects them into browser sessions for automated access to protected services.
- Stateful Session Persistence - Maintains browser context and authentication state across multi-step interactions to ensure continuity in long-running tasks.
- Stealth Navigation - Employs techniques for mimicking human behavior and proxy routing to prevent detection by anti-scraping systems.
- Browser Isolation Strategies - Generates independent, ephemeral browser sessions that ensure isolated storage, cookies, and data states.
- Browser Session Managers - Persists cookies and local storage data to maintain authentication states across recurring browser-based tasks.
- Language Model Integrations - Provides connectors and configuration utilities for integrating external language models into browser automation workflows.
- Cost-Optimization Strategies - Minimizes operational costs by caching deterministic action sequences and limiting task steps to reduce model inference.
- Automation Task Runners - Executes and manages the lifecycle of automated browser tasks, including credential and session handling.
- Traffic Routing Proxies - Routes traffic through specific proxies to bypass regional restrictions and ensure consistent access to target websites.
- Workflow Automation Integrations - Synchronizes data and triggers actions across disparate software platforms to automate cross-functional business processes.
- Element Locators - Identifies and selects specific elements within a document structure for automated interaction.
- Browser Environment Configurations - Configures browser execution modes and settings to simulate human behavior and bypass security mechanisms.
- Artifact Logging - Associates local files like logs, recordings, and screenshots with specific execution runs as tracked artifacts.
- Authentication Flows - Handles complex login flows and multi-factor authentication requirements during automated web interactions.
- Navigation Sequence Caching - Stores successful navigation sequences to reduce redundant model inference calls and minimize operational costs.
Star history
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