llama-index-tools-praisonai 0.1.0

LlamaIndex tool integration for PraisonAI multi-agent framework

llama-index-tools-praisonai

LlamaIndex tool integration for PraisonAI multi-agent framework.

Installation

pip install llama-index-tools-praisonai

Prerequisites

1. Install and start PraisonAI server:

pip install praisonai
praisonai serve agents.yaml --port 8080

Usage

Basic Usage with LlamaIndex Agent

from llama_index_tools_praisonai import PraisonAIToolSpec
from llama_index.agent.openai import OpenAIAgent

# Create the PraisonAI tool spec
spec = PraisonAIToolSpec(api_url="http://localhost:8080")
tools = spec.to_tool_list()

# Create agent with PraisonAI tools
agent = OpenAIAgent.from_tools(tools, verbose=True)

# Use the agent
response = agent.chat("Research the latest trends in AI and summarize them")
print(response)

Using Individual Tools

from llama_index_tools_praisonai import PraisonAIToolSpec

spec = PraisonAIToolSpec()

# Run a specific agent
result = spec.run_agent(query="Research quantum computing", agent="researcher")
print(result)

# Run the full workflow
result = spec.run_workflow(query="Create a blog post about AI")
print(result)

# List available agents
agents = spec.list_agents()
print(agents)

Async Usage

import asyncio
from llama_index_tools_praisonai import PraisonAIToolSpec

async def main():
    spec = PraisonAIToolSpec()
    
    # Async agent execution
    result = await spec.arun_agent(query="Research AI", agent="researcher")
    print(result)
    
    # Async workflow execution
    result = await spec.arun_workflow(query="Create content")
    print(result)

asyncio.run(main())

With ReAct Agent

from llama_index_tools_praisonai import PraisonAIToolSpec
from llama_index.core.agent import ReActAgent
from llama_index.llms.openai import OpenAI

spec = PraisonAIToolSpec()
tools = spec.to_tool_list()

llm = OpenAI(model="gpt-4o-mini")
agent = ReActAgent.from_tools(tools, llm=llm, verbose=True)

response = agent.chat("Use PraisonAI to research and write about machine learning")
print(response)

Configuration

Parameter	Default	Description
api_url	http://localhost:8080	PraisonAI server URL
timeout	300	Request timeout in seconds

Available Tools

Tool	Description
run_agent	Run a specific PraisonAI agent (e.g., researcher, writer)
run_workflow	Run the full multi-agent workflow
list_agents	List all available agents

Links

• PraisonAI Documentation
• PraisonAI GitHub
• LlamaIndex Documentation

License

MIT