🤖📓🎧 CrewaiNotebooklmClone Crew

Welcome to the CrewaiNotebooklmClone project, powered by CrewAI, Cerebras, and ElevenLabs!

This project showcases the capabilities of multi-agent collaboration for podcast production, demonstrating a complete workflow from script creation to audio generation.

The goal is to enable you to easily set up a multi-agent system that works in unison to produce a podcast, showcasing the potential of integrating AI with practical creativity.

Download Sample Podcast

📖 Project Overview

CrewaiNotebooklmClone is a multi-agent AI system built to streamline the podcast production process. The agents in this project:

1. Script Writing Agent: Summarizes content and generates a two-speaker conversational script, making technical content more accessible and engaging.
2. Audio Production Agent: Converts the generated script into audio, utilizing natural-sounding voices for a lifelike experience.
3. Podcast Merging Agent: Merges the individual audio clips into a final podcast file, ready for publication.

This project effectively uses tools such as Cerebras for blazing fast inference using Llama3.1-70B model for language generation and ElevenLabs API for speech synthesis.

🛠️ Features

• Conversational Script Writing: Generates lively, engaging conversations between two podcast hosts, using Cerebras API.
• Voice Synthesis: Produces natural-sounding audio files for the generated script using ElevenLabs.
• Audio Merging: Merges individual audio segments into a cohesive podcast episode.
• Flexible Configuration: Easily modify agent and task configurations to customize outputs.

🚀 Running the Project

To initiate your crew of AI agents and start executing tasks, run the following command from the root directory:

1. First lock the dependencies and install them by using the CLI command:

crewai install

Customizing

Add your CEREBRAS_API_KEY & ELEVENLABS_API_KEY into the .env file

• Modify src/crewai_notebooklm_clone/config/agents.yaml to define your agents
• Modify src/crewai_notebooklm_clone/config/tasks.yaml to define your tasks
• Modify src/crewai_notebooklm_clone/crew.py to add your own logic, tools and specific args
• Modify src/crewai_notebooklm_clone/main.py to add custom inputs for your agents and tasks

To kickstart your crew of AI agents and begin task execution, run this from the root folder of your project:

$ crewai run

This command kicks off the CrewaiNotebooklmClone Crew, assembling the agents and assigning them tasks according to the configuration. In its default form, the crew will:

1. Summarize a provided text into key points.
2. Generate a podcast script featuring Chuckles (the technical host) and Giggles (the curious co-host).
3. Convert the script into audio files.
4. Merge the audio files into a final podcast episode.

🧠 Understanding the Agents and Tasks

This crew consists of three main agents, each with specific tasks:

1. Summarizer and Conversational Script Writer

   • Role: Senior Content Summarizer
   • Goal: Summarize content and create a conversational script for a podcast featuring two speakers.

2. Audio Producer

   • Role: Audio Producer
   • Goal: Convert the generated script into audio files using ElevenLabs.

3. Podcast Audio Producer

   • Role: Podcast Audio Producer
   • Goal: Merge the individual audio clips into a final podcast episode.

The collaboration between these agents enables a smooth workflow from concept to audio production.

🧰 Customizing the Workflow

To tailor the workflow for your specific needs, you can:

• Modify the agents.yaml and tasks.yaml configuration files.
• Update the script writing prompts in custom_tool.py to adjust the tone or style of the generated podcast content.
• Integrate additional tools if necessary to expand the capabilities of your crew.

🎗️ Support and Community

For any questions, feedback, or support, feel free to reach out:

• Visit the CrewAI Documentation for detailed guides and references.
• Join our Discord to engage with the CrewAI community.
• For any issues or contributions, check out the GitHub repository.
• Follow me on X [@tonykipkemboi](https://www.x.com/tonykipkemboi)