https://github.com/zacharias1219/ai_agent_stack
This project allows agents to take a given YouTube URL, extracts all the comments, and generates a final report with insights to inform better content creation.
https://github.com/zacharias1219/ai_agent_stack
artificial-intelligence crewai generative-ai groq openai
Last synced: 4 months ago
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This project allows agents to take a given YouTube URL, extracts all the comments, and generates a final report with insights to inform better content creation.
- Host: GitHub
- URL: https://github.com/zacharias1219/ai_agent_stack
- Owner: zacharias1219
- License: mit
- Created: 2024-05-04T04:51:05.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-06-07T16:25:44.000Z (over 1 year ago)
- Last Synced: 2025-04-15T06:06:01.623Z (6 months ago)
- Topics: artificial-intelligence, crewai, generative-ai, groq, openai
- Language: Python
- Homepage:
- Size: 101 KB
- Stars: 3
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# YoutubeYapperTrapper Crew
Welcome to the YoutubeYapperTrapper Crew project, powered by [CrewAI](https://crewai.com) + [AgentOps for observability](https://www.agentops.ai/) + [YouTube Data API](https://developers.google.com/youtube/v3/docs/comments/list). This project allows agents to take a given YouTube URL, extracts all the comments, and generates a final report with insights to inform better content creation.
## Crew architecture diagram
## Installation
Ensure you have Python >=3.10 <=3.13 installed on your system. This project uses [Poetry](https://python-poetry.org/) for dependency management and package handling, offering a seamless setup and execution experience.
First, if you haven't already, install Poetry:
```bash
pip install poetry
```
Next, navigate to your project directory and install the dependencies:
1. First lock the dependencies and then install them:
```bash
poetry lock
```
```bash
poetry install
```
### Customizing
**Add your `OPENAI_API_KEY` into the `.env` file if you want to use it.**
- Modify `src/youtube_yapper_trapper/config/agents.yaml` to define your agents
- Modify `src/youtube_yapper_trapper/config/tasks.yaml` to define your tasks
- Modify `src/youtube_yapper_trapper/crew.py` to add your own logic, tools and specific args
- Modify `src/youtube_yapper_trapper/main.py` to add custom inputs for your agents and tasks
## Running the Project
Rename the `.env_example` file to `.env`, add your API keys, and save the file.
To kickstart your crew of AI agents and begin task execution, run this from the root folder of your project:
```bash
poetry run youtube_yapper_trapper
```
This command initializes the youtube-yapper-trapper Crew, assembling the agents and assigning them tasks as defined in your configuration.
This example, unmodified, will run the create a `report.md` file with the output of a research on LLMs in the root folder.
## Understanding Your Crew
The youtube-yapper-trapper Crew is composed of multiple AI agents, each with unique roles, goals, and tools. These agents collaborate on a series of tasks, defined in `config/tasks.yaml`, leveraging their collective skills to achieve complex objectives. The `config/agents.yaml` file outlines the capabilities and configurations of each agent in your crew.
## Support
For support, questions, or feedback regarding the YoutubeYapperTrapper crew, CrewAI, or AgentOps.
- Visit CrewAI [documentation](https://docs.crewai.com)
- Reach out to me through my [GitHub repository](https://github.com/zacharias1219)
- [Joing CrewAI Discord](https://discord.com/invite/X4JWnZnxPb)
- [Chat wtih CrewAI docs](https://chatg.pt/DWjSBZn)
- [Check out AgentOps!](https://www.agentops.ai/)
- Also don't forget to [subscribe to my channel](https://www.youtube.com/@tonykipkemboi) for more awesome content!
Let's create wonders together with the power and simplicity of CrewAI.