Crypto Data Analyzer with Crew AI

Overview

This project utilizes Crew AI to fetch and analyze cryptocurrency data from the WazirX API. The primary objective is to provide insights into recent 24-hour cryptocurrency data, including summaries, comparisons with Bitcoin, and investment ratings.

Features

• Data Fetching: Retrieves the latest 24-hour cryptocurrency data from the WazirX API.
• Data Analysis: Summarizes the data and compares it with Bitcoin.
• Value Extraction: Identifies the highest price among the cryptocurrencies.
• Report Generation: Produces a comprehensive report summarizing the analysis.

API Endpoint

The project fetches data from the following API endpoint:

• URL: https://api.wazirx.com/sapi/v1/tickers/24hr
• Description: Provides 24-hour ticker data for cryptocurrencies.

Data Format

The data fetched from the API is in the following format:

[
    {
        "symbol": "btcinr",
        "baseAsset": "btc",
        "quoteAsset": "inr",
        "openPrice": "4503151",
        "lowPrice": "4503151.0",
        "highPrice": "4503151.0",
        "lastPrice": "4503151.0",
        "volume": "0",
        "bidPrice": "4500000.0",
        "askPrice": "4512699.0",
        "at": 1723214981000
    },
    {
        "symbol": "xrpinr",
        "baseAsset": "xrp",
        "quoteAsset": "inr",
        "openPrice": "43.2",
        "lowPrice": "43.2",
        "highPrice": "43.2",
        "lastPrice": "43.2",
        "volume": "0",
        "bidPrice": "43.2",
        "askPrice": "43.99",
        "at": 1723214981000
    }
]

Getting Started

Prerequisites

• Python 3.x
• Required libraries: requests, crewai, langchain_groq, google.colab

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/crypto-data-analyzer.git
   cd crypto-data-analyzer

2. Install the required libraries:

   pip install requests crewai langchain_groq google.colab

3. Set up environment variables:

   • Ensure you have GROQ_API_KEY and SERP_API_KEY set in your environment variables.

Usage

1. Run the script:

   python crytoAi.py

2. Output:

   • crypto_data.json: Contains the fetched cryptocurrency data.
   • report.txt: A detailed report summarizing the data analysis.

Code Explanation

• Data Fetching: Uses the requests library to fetch data from the WazirX API and saves it to crypto_data.json.
• Agent Definition: Defines agents for data fetching, summarization, and value extraction using Crew AI.
• Task Definition: Creates tasks for data fetching, summarizing, and extracting maximum values.
• Processing: Executes tasks sequentially using Crew AI and generates a report in report.txt.

Example Output

• crypto_data.json: Contains raw data from the API.
• report.txt: Includes summaries, comparisons with Bitcoin, and ratings for each cryptocurrency.

Contributing

Feel free to open issues or submit pull requests if you have suggestions for improvements or new features.