Lemon Agent

Lemon Agent

Lemon Agent is a standalone supervised Plan and Solve Agent designed to enhance workflow automation by enabling Large Language Models (LLMs) to perform reliable read and write operations across over 120 tools, including Airtable, Hubspot, Discord, Notion, and GitHub. Built on the principles of the ACL 2023 paper Plan-and-Solve Prompting, it separates tasks into planning and solving phases to ensure accuracy and incorporates human-in-the-loop interactions for critical decision-making.

Key Features

• Separation of Tasks: Utilizes distinct Planner and Solver Agents to maintain focus and improve precision in workflow execution, with planned additions of more specialized agents.
• Human-in-the-Loop: Prompts for user approval at relevant workflow steps to ensure intended actions are executed, enhancing control and reliability.
• Extensive Tool Integration: Supports interaction with a wide array of services like GitHub, Notion, and Slack, facilitating diverse automation scenarios.
• Configurability: Offers unlimited customization options for workflows, such as requiring user permission or adding unique interaction elements like dad jokes during execution.
• UI Flexibility: Allows for custom UI development or interaction via a built-in CLI, catering to varied user preferences.
• Analytics Visualization: Provides insights into tool usage frequency and order through an HTML-based heatmap, aiding in identifying and optimizing agent decision-making.

Use Cases

• Workflow Automation: Automate complex tasks across multiple platforms, such as syncing data between Airtable and Hubspot or managing GitHub repositories.
• Task Management: Streamline project coordination by integrating with tools like Monday.com and Notion for task planning and execution.
• Customer Engagement: Enhance communication workflows by connecting with Discord and Slack for automated messaging and updates.
• Content Management: Facilitate content distribution and tracking through integrations with Medium and other platforms.

Lemon Agent targets developers, businesses, and tech enthusiasts seeking robust automation solutions. Its unique selling points include deep tool integration, high configurability, and a focus on accuracy through structured agent roles and user oversight.