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xai-gpt-agent-toolkit

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Xircuits toolkit for creating and experimenting with BabyAGI/AutoGPT-style agents

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<a href="https://github.com/XpressAI/xircuits/tree/master/xai_components#xircuits-component-library-list">Component Libraries</a> •
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Xircuits Component Library for GPT Agent Toolkit – Empower your workflows with intelligent task management and execution tools.

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## 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:

### The 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.

### ToolRunner Component:
Executes tools specified within tasks and stores the results in memory for future reference.

### 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/component-library/installation#installation-using-the-xircuits-library-interface), or through the CLI using:

```
xircuits install gpt-agent-toolkit
```
You can also do it manually by cloning and installing it:
```
# base Xircuits directory
git clone https://github.com/XpressAI/xai-gpt-agent-toolkit xai_components/xai_gpt_agent_toolkit
pip install -r xai_components/xai_gpt_agent_toolkit/requirements.txt
```

xai-gpt-agent-toolkit

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