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xai-gpt-agent-toolkit

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Multi-Agent Platforms & Frameworks
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Basic Information

This repository is a Xircuits component library that lets developers integrate GPT-powered agents into Xircuits workflows. It packages modular components to build iterative agent loops that create, prioritize, execute, and critique tasks using language models and external tools. The README highlights key components such as TaskCreatorAgent, TaskPrioritizerAgent, TaskExecutorAgent, TaskCriticAgent, and ToolRunner, plus utility components like CreateTaskList, ScratchPadTool, PromptUserTool, BrowserTool, and SqliteTool. It provides a BabyAGI example workflow that demonstrates an AI-driven, iterative task management loop. The project targets developers with an existing Xircuits setup and requires Python 3.9+ and an OpenAI API key. Installation can be done through the Xircuits component library interface or by cloning the repo and installing requirements. The library focuses on enabling dynamic task management, memory handling, contextual understanding, and tool-based execution within Xircuits applications.

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App URL
https://github.com/XpressAI/xai-gpt-agent-toolkit
Github Repository
https://github.com/XpressAI/xai-gpt-agent-toolkit/blob/main/README.md

App Details

Features
The toolkit exposes modular agent components for dynamic task lifecycle management including TaskCreatorAgent for generating tasks, TaskPrioritizerAgent for reordering tasks, TaskExecutorAgent for running tasks, and TaskCriticAgent for reviewing results. ToolRunner executes specified tools and persists results to memory. Utility components include CreateTaskList to seed workflows, ScratchPadTool to store and summarize intermediate thoughts, PromptUserTool for interactive input, BrowserTool for automated web navigation and extraction, and SqliteTool for executing SQL queries. The repo ships example workflows, notably a BabyAGI example demonstrating iterative task loops. It integrates with Xircuits and relies on OpenAI for LLM capabilities. Installation options include the Xircuits install command or manual cloning and pip installing requirements. The design emphasizes composability, memory-aware execution, and easy inclusion into existing Xircuits projects.
Use Cases
The GPT Agent Toolkit speeds development of agent-driven automation inside Xircuits by providing ready-made components for task generation, prioritization, execution, and critique, reducing the need to build orchestration logic from scratch. Developers can prototype BabyAGI-style iterative workflows to explore autonomous tasking behaviors. Built-in tools for browser automation and SQLite queries let agents interact with web content and structured data, while ScratchPad and memory features preserve context across steps. PromptUserTool enables human-in-the-loop interactions where needed. The library is useful for teams who already use Xircuits and want to embed LLM agents for coordinated, memory-aware processes. Examples and installation instructions lower onboarding friction and make it straightforward to connect OpenAI credentials, install dependencies, and run the provided workflows.

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