agentic-search

# 🤖 Agentic Web Search with Google API

Agentic Web Search with Google API is an intelligent assistant that uses Agentic AI and the Google Custom Search API to perform live, deep web searches in response to user queries. It integrates multiple LLMs (GPT, DeepSeek, DeepSeek, LLaMA(localhost)) with a deep search tool that extracts and summarizes content from the latest sources on the web.

## 📌 Features
- 🧠 Uses OpenAI Agents SDK
- 🔍 Uses Google Custom Search API for up-to-date web results
- 🧠 Integrates LLMs including GPT, DeepSeek, DeepSeek, and LLaMA(locally in your machine, at no cost and no need for APIs)
- 🌐 Fetches and parses multiple URLs to extract relevant content
- 🛠️ Exposes a `deep_search_tool()` for structured information gathering
- 📥 Automatically appends source URLs in responses
- ⚡ Async execution for fast multi-agent querying
- ✅ Designed to be accurate, current, and grounded in recent web data


This project is designed to provide **free**, real-time, deep-search capability — ideal for research, trend tracking, and live information discovery.
— It is not designed to get local time or weather, you need to add a new @function_tool to do so with APIs keys from a provider. 

## 📂 Project Structure

```
web-search-agent/
├── Agentic_Web_Search.ipynb         # Main interactive notebook
├── requirements.txt                 # Python dependencies
├── README.md                        # This file
├── LICENSE                          # Open-source license
└── .gitignore                       # Ignore .env and cache files
```

## ⚙️ Setup Instructions

### 1. Clone the Repository

```bash
git clone https://github.com/bahathabet/agentic-search.git
cd agentic-search
```

### 2. Install Dependencies

```bash
pip install -r requirements.txt
```

### 3. Set Up API Keys

Create a `.env` file with the following variables in the project root directory:

```env
OPENAI_API_KEY=your_openai_key
GOOGLE_API_KEY=your_google_key
DEEPSEEK_API_KEY=your_deepseek_key
ANTHROPI