/CrewAI-simple

This simple example creates a single agent (Writer) which receives a tech topic and creates a small blog-post. The output is a markdown file. The important thing here is the integration with ollama. Ollama allows easy access to a list of LLMs.

Primary LanguagePythonMIT LicenseMIT

CrewAI

A simple CrewAI example

This simple example creates a single agent (Writer) which receives a tech topic and creates a small blog-post. The output is a markdown file. The important thing here is the integration with ollama. Ollama allows easy access to a list of LLMs.

Ollama set-up

  • Install Ollama. You can find information at Ollama or Ollama_github

  • Download one model with the ollama pull {name_of_the_model} e.g. ollama pull gemma:2b to download and use locally the gemma:2b model

  • Create a Modelfile. Authors of CrewAI suggest you create a custom modelfile. So, create a file named customModelfile. Inside write:

    • FROM gemma:2b
      PARAMETER temperature 0.8
      PARAMETER stop Result
      
    • ollama create CrewAI -f ./customModelfile note: Replace ./customModelfile with your actual path.
  • Make sure that the model exist by showing all the models you have available with the following command:

    • ollama list
  • Make sure that ollama is running with the following command:

    • ollama run CrewAI
    • To leave the chat write on the terminal /bye

Create your prefered virtual environment

  • Use the command in your terminal: python -m venv /path/to/new/virtual/environment and then activate the venv.
  • python -m venv .venv
  • Windows version: venv\Scripts\activate
  • Then install all depedencies by: pip3 install -r requirements.txt
  • Then create a new folder inside your working folder e.g. crew.
  • Then paste the following files inside:
    • .env
    • main.py
  • Create a new folder inside and name it : blog-posts

Set up you .env file

  • The only thing you need to change is the OPENAI_MODEL_NAME=. Make sure that you put the name you gave in the custom model. e.g. CrewAI

Run the main.py

  • cd into the Crew folder: cd crew
  • python main.py