https://github.com/ujitkumar1/adfraud

Script to automate research on "ad fraud in mobile marketing" using the Google Search API and structure the findings with a language model (LLM)
https://github.com/ujitkumar1/adfraud

google-gemini langchain llm python3

Last synced: 11 months ago
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Script to automate research on "ad fraud in mobile marketing" using the Google Search API and structure the findings with a language model (LLM)

• Host: GitHub
• URL: https://github.com/ujitkumar1/adfraud
• Owner: ujitkumar1
• Created: 2024-11-01T20:39:56.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-12-25T17:24:02.000Z (about 1 year ago)
• Last Synced: 2025-01-09T17:56:03.452Z (about 1 year ago)
• Topics: google-gemini, langchain, llm, python3
• Language: Python
• Homepage:
• Size: 1.06 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md

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README

          
# AdFraud

## Description

A script to automate research on "ad fraud in mobile marketing" using the Google Search API and structure the findings with a language model (LLM). It gathers and organizes information into a hierarchical YAML format, covering key subtopics. The project includes a flow diagram to outline the automation process.

## Key Setup

Add your API key's for Google and Search Engine in the `.key` file

```

GOOGLE_API_KEY = 

GOOGLE_SEARCH_ID = 

```

## Repo Clone

```

git clone https://github.com/ujitkumar1/AdFraud.git

```

```

cd AdFraud

```

## Installation

To install the required packages and libraries, run the following command in your terminal:

```

pip install -r requirements.txt

```

This command will install all the necessary dependencies listed in the requirements.txt file, allowing you to run the

project without any issues.

### Usage:

1. Start the application by running the following command in the project directory:

```

python app.py

```

or 

```

python3 app.py

```

### Workflow:

1. **Google Scrapping**

![google_flow.png](flow_diagram%2Fgoogle_flow.png)

2. **LLM Processing**

![llm_flow.png](flow_diagram%2Fllm_flow.png)

### Contact:

**Name** : Ujit Kumar

**Email** : ujitkumar1@gmail.com