wehub-resource-syncYouTube Trend Analysis with CrewAI and BrightData
This project implements a YouTube Trend Analysis with CrewAI and BrightData.
- Bright Data is used to scrape YouTube videos.
- CrewAI is used to analyze the transcripts of the videos and generate a summary.
- Streamlit is used to create a web interface for the project.
Setup and installations
Get BrightData API Key:
- Go to Bright Data and sign up for an account.
- Once you have an account, go to the API Key page and copy your API key.
- Paste your API key by creating a
.envfile as follows:
BRIGHT_DATA_API_KEY=your_api_key
Setup Ollama:
# setup ollama on linux
curl -fsSL https://ollama.com/install.sh | sh
# pull llama 3.2 model
ollama pull llama3.2
Install Dependencies: Ensure you have Python 3.11 or later installed.
pip install streamlit ollama crewai crewai-tools
Run the project
Finally, run the project by running the following command:
streamlit run app.py
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Contribution
Contributions are welcome! Please fork the repository and submit a pull request with your improvements.