Welcome to PraisonAI - Your comprehensive solution for building and managing multi-agent LLM systems with self-reflection capabilities.

PraisonAI combines PraisonAI Agents, AutoGen, and CrewAI into a low-code solution for building and managing multi-agent LLM systems, focusing on simplicity, customization, and efficient human-agent collaboration.

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Key Features

AI Agents Creation

Automated creation and management of AI agents with self-reflection capabilities

Framework Integration

Seamless integration with CrewAI and AutoGen frameworks

LLM Support

Support for 100+ Language Learning Models

Code Integration

Chat with your entire codebase using advanced context understanding

Interactive UI

Rich, interactive user interfaces for better control and monitoring

Configuration

YAML-based configuration for easy setup and customization

Tool Integration

Custom tool integration for extended functionality

Search Capability

Internet search using Crawl4AI and Tavily


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Installation Options

1

Install Package

pip install praisonai
2

Set API Key

export OPENAI_API_KEY=xxxxxxxxxxxxxxxxxxxxxx
3

Auto Mode

praisonai --auto create a movie script about Robots in Mars

This will automatically create required agents and complete the task

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Integration Options

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Use Cases

Customer Service

Build intelligent support agents that can handle customer inquiries and resolve issues autonomously.

Data Analysis

Create agents that can process, analyze, and derive insights from complex datasets.

Content Creation

Deploy agents that can generate, edit, and optimize content across various formats.

Process Automation

Automate complex workflows with intelligent agents that can coordinate and execute tasks.

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Praison AI Package Overall Features

PraisonAI Features Overview

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Features

Self-Reflection

Agents that evaluate and improve their own responses for higher accuracy

Reasoning

Multi-step logical reasoning and autonomous problem solving

CrewAI Framework

Build collaborative AI teams with CrewAI integration

AutoGen Framework

Create autonomous agent networks using AutoGen

Multimodal Agents

Work with agents that can process text, images, and other data types

Train

Train and fine-tune your LLMs for specific tasks and domains. Then use it as an AI Agent.

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User Interfaces

Multi Agents UI

Work with CrewAI or AutoGen multi-agent systems

Chat Interface

Chat with 100+ LLMs using a single AI Agent

Code Interface

Interact with your entire codebase

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