Web Search Agent with FastAPI and Streaming

This project implements a web search agent using FastAPI, featuring real-time streaming of responses. It combines the power of the Groq language model with web search capabilities to provide informative and up-to-date responses to user queries.

Features

Web Search Integration: Utilizes the Serper API to perform web searches based on user queries.
Advanced Content Extraction: Uses Trafilatura for efficient and accurate extraction of main content from web pages.
Real-time Streaming: Implements FastAPI's streaming response to provide real-time updates as the agent processes the query and searches the web.
Groq Language Model: Leverages the Groq API for natural language understanding and generation.
Error Handling: Robust error handling for search and parsing operations, ensuring graceful degradation in case of issues.

Prerequisites

Before you begin, ensure you have met the following requirements:

Python 3.7+
FastAPI
Uvicorn
aiohttp
Groq Python client
Trafilatura
python-dotenv

Installation

Clone the repository:

git clone https://github.com/LikhithV02/Web-Search-Agent-with-FastAPI-and-Streaming.git
cd Web-Search-Agent-with-FastAPI-and-Streaming

Install the required packages:
```
pip install -r requirements.txt
```

Usage

Start the FastAPI server:
```
uvicorn app:app
```
The server will start on http://localhost:8000. You can now send POST requests to the /chat-stream endpoint.
To use the web search agent, send a POST request to http://localhost:8000/chat-stream with a JSON body containing the query:
```
{
  "query": "What are the latest developments in AI?"
}
```
The response will be streamed in real-time, providing updates as the agent searches the web and processes the information.

API Endpoints

POST /chat-stream: Accepts a query and returns a streamed response containing web search results and AI-generated content.

License

This project is licensed under the MIT License - see the LICENSE file for details.

LikhithV02/Web-Search-Agent-with-FastAPI-and-Streaming