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A simple project for enabling LLM agents to use tools.

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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

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

  1. 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.

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A simple project for enabling LLM agents to use tools.

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