liquidmovz / custom-agents-use-tools

A simple project for enabling LLM agents to use tools.

use-tools

A simple project for enabling LLM agents to use tools.

Prerequisites

Environment Setup

1. Install Anaconda:
   Download Anaconda from https://www.anaconda.com/.

2. Create a Virtual Environment:

   conda create -n agent_env python=3.11 pip

3. Activate the Virtual Environment:

   conda activate agent_env

Clone and Navigate to the Repository

1. Clone the Repo:

   git clone https://github.com/john-adeojo/use-tools.git

2. Navigate to the Repo:

   cd /path/to/your-repo/use-tools

3. Install Requirements:

   pip install -r requirements.txt

Configure API Keys for use with OpenAI

1. Open the config.yaml:

   nano config.yaml

   • OpenAI API Key: Get it from https://openai.com/

If you want to work with Ollama

Setup Ollama Server

1. Download Ollama: Download https://ollama.com/download

2. Download an Ollama Model:

   curl http://localhost:11434/api/pull -d "{\"name\": \"llama3:instruct\"}"

Ollama API documentation

3. Navigate to the bottom of the agent.py script and uncomment the Ollama arguments and comment out the OpenAI arguments.

Run Your Query In Shell

python -m agents.agent

Then enter your query.