21-Day Agent Series: Day 2

AGENT: Keyword-Based Trend Analyzer Agent

Overview

The Keyword-Based Trend Analyzer Agent is part of the 21-day AI agent series. This agent leverages SerpAPI to perform real-time keyword-based searches and fetch the latest relevant articles, providing an efficient way to track trends. 🚀🔍

Features

• Accepts a keyword input from the user 📌
• Fetches search results using SerpAPI
• Displays results in a structured UI format 📊
• Powered by Upsonic AI 🧠⚡

Installation

Prerequisites

• Python 3.9+ 🐍
• Git installed
• Virtual environment (recommended) 🏗️
• Node.js installed (for MCP support)

Steps

1. Clone the Repository

git clone <repository-url>
cd <repository-folder>

2. Install Dependencies

pip install -r requirements.txt

3. Configure Environment Variables

Create a .env file in the root directory and set your API keys:

AWS_ACCESS_KEY_ID="your_aws_access_key_id"
AWS_SECRET_ACCESS_KEY="your_aws_secret_access_key"
AWS_REGION="your_aws_region"

AZURE_OPENAI_ENDPOINT="your_azure_openai_endpoint"
AZURE_OPENAI_API_VERSION="your_azure_openai_api_version"
AZURE_OPENAI_API_KEY="your_azure_openai_api_key"

SERPAPI_API_KEY="your_serpapi_api_key"

Running the Application

1. Start the FastAPI Server

uvicorn upsonicai:app --reload

2. Access the UI in Your Browser

Navigate to:

http://127.0.0.1:8000/

• Enter a keyword 📎
• Click "Search" 🔍
• View and analyze search results 📄

API Documentation

Interactive API documentation is available at:

• Swagger UI: http://127.0.0.1:8000/docs 📖

License

This project is open-source and follows the MIT License. 📝

Credits

• Developed using Upsonic AI
• Powered by SerpAPI for real-time search data

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