wehub-resource-sync
71 lines
1.9 KiB
Markdown
71 lines
1.9 KiB
Markdown
# Book Writer flow using DeepMind's Gemma 3, CrewAI and BrightData
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This project implements an automated book writing system using AI agents.
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- [Bright Data](https://brdta.com/dailydoseofds) is used to scrape YouTube videos.
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- CrewAI to build the Agentic workflow.
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- Google DeepMind's latest Gemma 3 as the LLM.
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---
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## Setup and installations
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**Get BrightData API Key**:
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- Go to [Bright Data](https://brdta.com/dailydoseofds) and sign up for an account.
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- Select "Proxies & Scraping" and create a new "SERP API"
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- Select "Native proxy-based access"
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- You will find your username and password there.
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- Store it in the .env file of the src/ folder (after renaming .env.example to .env).
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```
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BRIGHDATA_USERNAME="..."
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BRIGHDATA_PASSWORD="..."
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```
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**Setup Ollama**:
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```bash
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# setup ollama on linux
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curl -fsSL https://ollama.com/install.sh | sh
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# pull gemma3 model
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ollama pull gemma3:4b
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```
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**Install Dependencies**:
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Ensure you have Python 3.11 or later installed.
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```bash
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pip install ollama crewai crewai-tools
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```
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---
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## Run the project
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Finally, head over to this folder:
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```
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cd book_flow/book_writing_flow/src
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```
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and run the project by running the following command:
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```bash
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python book_writing_flow/main.py
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```
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## Sample Output
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The book produced by the workflow on "Astronomy in 2025" is shown here: [Sample book](Final_book.pdf)
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---
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## 📬 Stay Updated with Our Newsletter!
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**Get a FREE Data Science eBook** 📖 with 150+ essential lessons in Data Science when you subscribe to our newsletter! Stay in the loop with the latest tutorials, insights, and exclusive resources. [Subscribe now!](https://join.dailydoseofds.com)
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[](https://join.dailydoseofds.com)
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---
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## Contribution
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Contributions are welcome! Please fork the repository and submit a pull request with your improvements.
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