Add Sentiment Analysis Example Using Anthropics' Claude Model

[M-Ehtesham-Ul-Hassan-Malik]

Pull Request: Add Sentiment Analysis Example Using Anthropics' Claude Model

Overview

This pull request introduces a new example notebook (SentimentAnalysis.ipynb) to the examples folder. The notebook demonstrates how to perform sentiment analysis using the aisuite library with Anthropics' Claude-3-5-sonnet model.

Key Features

• Integration with Anthropics' Claude Model: Uses the aisuite library to interact with Claude-3-5-sonnet.
• Sentiment Analysis Workflow: Includes prompts and configurations to analyze text sentiment (positive/negative).
• Environment Setup: Demonstrates API key setup using environment variables for secure integration.
• Reusable Example: Provides a clear and reusable structure for developers to perform sentiment analysis with LLMs.

File Details

SentimentAnalysis.ipynb

1. Dependencies
   • Install the necessary library using:

     pip install anthropic
     

2. API Key Setup
   • Securely configure API keys using:

     import os
     os.environ["ANTHROPIC_API_KEY"] = "<your-anthropic-api-key>"
     

3. Sentiment Analysis Code
   • Prompt the model to analyze text sentiment (positive/negative).
   • Example response:

     Pakistan: The Sentiment is positive
     

Testing

• Verified functionality with real API keys and the Anthropics library.
• Output is consistent with the prompts and expectations.

Why This Contribution?

This example provides a practical use case for developers leveraging aisuite for natural language processing tasks. It aligns with the repository's goal of offering unified access to multiple LLM providers.

Checklist

• [x] Added the SentimentAnalysis.ipynb example.
• [x] Included detailed comments and documentation in the notebook.
• [x] Verified the code's functionality and output.

Feedback and Suggestions

Maintainers are welcome to provide feedback or suggest improvements for this contribution.