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Xircuits toolkit for creating and experimenting with BabyAGI/AutoGPT-style agents
| Date | Stars |
|---|---|
| 2026-07-31 | 291 |
| 2026-08-06 | 291 |
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<p align="center"> <a href="https://github.com/XpressAI/xircuits/tree/master/xai_components#xircuits-component-library-list">Component Libraries</a> • <a href="https://github.com/XpressAI/xircuits/tree/master/project-templates#xircuits-project-templates-list">Project Templates</a> <br> <a href="https://xircuits.io/">Docs</a> • <a href="https://xircuits.io/docs/Installation">Install</a> • <a href="https://xircuits.io/docs/category/tutorials">Tutorials</a> • <a href="https://xircuits.io/docs/category/developer-guide">Developer Guides</a> • <a href="https://github.com/XpressAI/xircuits/blob/master/CONTRIBUTING.md">Contribute</a> • <a href="https://www.xpress.ai/blog/">Blog</a> • <a href="https://discord.com/invite/vgEg2ZtxCw">Discord</a> </p> <p align="center"><i>Xircuits Component Library for GPT Agent Toolkit – Empower your workflows with intelligent task management and execution tools.</i></p> --- ## Xircuits Component Library for GPT Agent Toolkit Effortlessly integrate GPT-powered agents into Xircuits workflows. This library enables dynamic task creation, prioritization, execution, and critique, alongside tools for interaction, memory management, and contextual understanding. ## Table of Contents - [Preview](#preview) - [Prerequisites](#prerequisites) - [Main Xircuits Components](#main-xircuits-components) - [Try the Examples](#try-the-examples) - [Installation](#installation) ## Preview ### The Example: <img src="https://github.com/user-attachments/assets/bf4fc849-477f-4ec7-af18-a94cb39c6186" alt="baby_agi" /> ### The Result: <img src="https://github.com/user-attachments/assets/4c7bcb59-6864-4bd9-992b-ff0ebb44331b" alt="baby_agi_result"/> ## Prerequisites Before you begin, you will need the following: 1. Python3.9+. 2. Xircuits. 3. API key for OpenAI ## Main Xircuits Components ### TaskCreatorAgent Component: Creates new tasks dynamically based on objectives, previous results, and the list of incomplete tasks. <img src="https://github.com/user-attachments/assets/72d5c946-e5f4-4497-804f-4cb3713f181b" alt="TaskCreatorAgent" width="200" height="200" /> ### ToolRunner Component: Executes tools specified within tasks and stores the results in memory for future reference. <img src="https://github.com/user-attachments/assets/a5a88220-0d61-4ea9-aeb6-fb3b552f5de0" alt="ToolRunner" width="200" height="150" /> ### TaskPrioritizerAgent Component: Reorders and prioritizes tasks to align with the overall objective efficiently. ### TaskExecutorAgent Component: Executes tasks using specified tools, memory, and context to achieve desired outcomes. ### TaskCriticAgent Component: Reviews and critiques executed actions to ensure accuracy and alignment with the task objective. ### CreateTaskList Component: Initializes a task list with a default or user-defined initial task. ### ScratchPadTool Component: Provides a scratch pad for storing and summarizing intermediate thoughts or insights. ### PromptUserTool Component: Prompts the user for input and captures their responses for use in workflows. ### BrowserTool Component: Automates browser interactions for tasks like navigation and data extraction. ### SqliteTool Component: Executes SQL queries on an SQLite database and returns the results for further processing. ## Try the Examples We have provided an example workflow to help you get started with the GPT Agent Toolkit component library. Give it a try and see how you can create custom GPT Agent Toolkit components for your applications. ### BabyAGI Example Explore the babyagi.xircuits workflow. This example demonstrates an iterative approach to task management, utilizing AI to execute, create, and prioritize tasks dynamically in a loop. ## Installation To use this component library, ensure that you have an existing [Xircuits setup](https://xircuits.io/docs/main/Installation). You can then install the GPT Agent Toolkit library using the [component library interface](https://xircuits.io/docs/
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:5bc634b793b3c7d1, llm:Repository description: 'Xircuits toolkit for creating and experimenting with BabyAGI/AutoGPT-style agents' (topics: none).
matched fp:5bc634b793b3c7d1, llm:Repository description: 'Xircuits toolkit for creating and experimenting with BabyAGI/AutoGPT-style agents' (topics: none).