Open-Agent-Studio  by rohanarun

Cross-platform desktop app for agentic process automation

created 5 years ago
281 stars

Top 93.7% on sourcepulse

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Project Summary

Open Agent Studio provides a cross-platform desktop application for Agentic Process Automation, aiming to be an open-source alternative to RPA tools like UIPath. It targets users seeking to automate complex workflows and business processes using AI, offering a no-code interface with a wide array of pre-built actions.

How It Works

The core of Open Agent Studio is its "semantic targets" approach, which uses LLMs to understand the intent of UI elements rather than relying on brittle selectors or computer vision. This allows agents to remain robust even when application designs change. Agents are constructed as a sequence of nodes, each representing a specific action (e.g., browser automation, data processing, API calls, email). These nodes can be chained together, with data passed between them, and conditional logic can be implemented using If/Else nodes.

Quick Start & Requirements

  • Install: Download the latest Desktop Version from the official website.
  • Prerequisites: Python 3.10 (from Windows Store).
  • Setup: Follow on-screen instructions for decompression and launching. Windows security prompts may require "Run anyway."
  • Docs: docs.cheatlayer.com

Highlighted Details

  • Supports "semantic targets" for robust UI interaction, even with design changes.
  • Offers a comprehensive library of no-code actions for browser automation, data processing (GPT-4, Python, Bash), integrations (Google Sheets, Email), and more.
  • Includes a "Generalized Agent" node that uses AI to execute tasks described in plain English.
  • Features an Agents API for programmatic agent creation and execution.

Maintenance & Community

The project is actively seeking contributors, particularly for open-sourcing the backend and Chrome Extension, improving the testing loop, and developing evals for generalized agents. Contact rohan@cheatlayer.com for contribution opportunities. The roadmap includes an "Open Agent Cloud" and "Loom video to agent" functionality.

Licensing & Compatibility

The README does not explicitly state a license. Compatibility for commercial use or closed-source linking is not specified.

Limitations & Caveats

The backend and Chrome Extension are not yet open-sourced, meaning full local execution may not be immediately possible. The project appears to be in active development, with some features like "Loom video to agents" and "Open Agent Cloud" listed on the roadmap.

Health Check
Last commit

1 month ago

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Inactive

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Star History
21 stars in the last 90 days

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