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Add Ollama Tool to AI Agent

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Quick Start

1

Set Up Ollama

Make sure you have Ollama installed and running locally: 

# Install Ollama from https://ollama.ai/
# Pull the llama3.2 model
ollama pull llama3.2
2

Create a file

Create a new file ollama_airbnb.py with the following code: 

from praisonaiagents import Agent, MCP

search_agent = Agent(
    instructions="""You help book apartments on Airbnb.""",
    llm="ollama/llama3.2",
    tools=MCP("npx -y @openbnb/mcp-server-airbnb --ignore-robots-txt")
)

search_agent.start("MUST USE airbnb_search Tool to Search. Search for Apartments in Paris for 2 nights. 04/28 - 04/30 for 2 adults. All Your Preference")
3

Install Dependencies

Make sure you have Node.js installed, as the MCP server requires it: 

pip install "praisonaiagents[llm]"
4

Run the Agent

Execute your script:

python ollama_airbnb.py

Requirements

  • Python 3.10 or higher
  • Node.js installed on your system
  • Ollama installed and running locally

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Features

Local LLM

Run models locally using Ollama without relying on external APIs.

MCP Integration

Seamless integration with Model Context Protocol.

Airbnb Search

Search for accommodations on Airbnb with natural language queries.

Privacy-Focused

Keep sensitive data local with on-device inference.