DemoGPT

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DemoGPT is an AI Agents & Automation tool that helps developers create LLM agents with integrated tools, prompts, and frameworks. It provides a comprehensive library to streamline agent development and prototyping.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is DemoGPT?

DemoGPT is an open-source library designed to simplify the creation and deployment of LLM agents. It offers a comprehensive suite of tools, prompts, frameworks, and access to a knowledge hub of LLM models, all integrated into one platform. Developers can easily create custom tools and agents, leveraging built-in functionalities like TavilySearchTool, WeatherTool, and PythonTool. The library supports various agent types, including ToolCallingAgent and ReactAgent, which provides detailed reasoning processes for complex queries. DemoGPT also facilitates Retrieval Augmented Generation (RAG) with support for multiple vector stores, enabling agents to access and utilize document information effectively. This streamlines the entire agent development lifecycle, from prototyping to production.

Best used for

Ideal for developers and data scientists who need to rapidly prototype and build sophisticated LLM agents. Especially valuable for those looking to integrate custom tools, leverage Retrieval Augmented Generation (RAG), and deploy agents with advanced reasoning capabilities for diverse applications.

Common actions

build LLM agents

integrate AI tools

prototype AI applications

manage LLM models

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Capabilities

Key features

Custom tool creation
Built-in tool library
LLM agent frameworks
Retrieval Augmented Generation
Vector database integration
Detailed reasoning process

Target Audience

developerdata scientiststartup founder

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What types of tools can I integrate with DemoGPT agents?

DemoGPT allows you to create custom tools using its BaseTool class. It also comes with several built-in tools such as TavilySearchTool, WeatherTool, WikipediaTool, BashTool, PythonTool, and more, enabling a wide range of functionalities for your agents.

Does DemoGPT support Retrieval Augmented Generation (RAG)?

Yes, DemoGPT includes a BaseRAG system that supports various vector stores like Chroma, Pinecone, and FAISS. You can add different file types (PDF, TXT, CSV, JSON) to the RAG system to enable your agents to retrieve and utilize document information.

What are the main agent types available in DemoGPT?

DemoGPT offers different agent types, including the ToolCallingAgent for general tool usage and the ReactAgent, which provides a detailed reasoning process for complex, multi-step queries. This allows for more sophisticated decision-making and task execution.

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Subcategories trending in AI Agents & Automation

Chatbots & Conversational AI General-Purpose Agents Workflow Agents Personal Assistants RAG & Document AI Voice Agents

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