# Standalone LLM Tool

## Overview
The Standalone LLM Tool is designed to interact with a preview version of a Large Language Model (LLM) independently. This tool utilizes advanced reasoning and coding capabilities to generate responses based on user input prompts.

## Setup
1. **Environment Variables**: Ensure that the `OPENAI_API_KEY` is set in your environment to authenticate API requests.
2. **Dependencies**: Make sure all dependencies are installed as per `requirements.txt`.

## Usage
- Run the tool via the command line:
  ```bash
  python standalone_llm_tool.py
  ```
- Enter a prompt when prompted:
  ```
  Enter your prompt: <Your detailed prompt here>
  ```
- View the detailed response provided by the LLM preview model.

## Features
- **LLM Model**: Utilizes a designated LLM preview model for processing.
- **Prompt Handling**: Accepts user input and returns comprehensive instructions or code snippets.
- **Advanced Reasoning**: Leverages the model's capabilities for enhanced reasoning and coding tasks.

## Notes
- This tool is designed for standalone execution and does not integrate with Telegram or other platforms.
- The model used here is intended for generating detailed narratives or solving coding-related queries, thanks to its preview features.

## Troubleshooting
For any issues encountered while using the tool, consider the following:
- Verify API key validity and quota.
- Ensure your Python environment is correctly set up with necessary dependencies.
- Refer to any console logs for specific error messages to aid in debugging.