# SourceScribe API Documentation

## File Purpose and Overview
This Python file, `__init__.py`, serves as the entry point for the SourceScribe API module. It provides a centralized location to import and access the various LLM (Large Language Model) provider integrations available within the SourceScribe project.

## Main Components
The main components defined in this file are:

1. **BaseLLMProvider**: An abstract base class that defines the common interface and functionality for all LLM providers.
2. **AnthropicProvider**: A concrete implementation of the `BaseLLMProvider` class, providing integration with the Anthropic LLM.
3. **OpenAIProvider**: A concrete implementation of the `BaseLLMProvider` class, providing integration with the OpenAI LLM.
4. **OllamaProvider**: A concrete implementation of the `BaseLLMProvider` class, providing integration with the Ollama LLM.
5. **LLMProviderFactory**: A factory class responsible for creating instances of the appropriate LLM provider based on the user's configuration.

## Key Functionality
The key functionality provided by this file is the ability to easily integrate and use different LLM providers within the SourceScribe project. By importing the relevant classes and using the `LLMProviderFactory`, developers can seamlessly switch between LLM providers without having to modify their code.

## Dependencies and Imports
This file imports the following modules and classes from other SourceScribe files:

- `BaseLLMProvider` from `sourcescribe.api.base`
- `AnthropicProvider` from `sourcescribe.api.anthropic_provider`
- `OpenAIProvider` from `sourcescribe.api.openai_provider`
- `OllamaProvider` from `sourcescribe.api.ollama_provider`
- `LLMProviderFactory` from `sourcescribe.api.factory`

## Usage Examples
To use the LLM providers, you can import the relevant classes and the `LLMProviderFactory` from this file. Here's an example:

```python
from sourcescribe.api import LLMProviderFactory

# Create an instance of the OpenAI provider
provider = LLMProviderFactory.create("openai")

# Use the provider to generate text
response = provider.generate_text("This is a prompt for the LLM.")
print(response)
```

In this example, we use the `LLMProviderFactory` to create an instance of the `OpenAIProvider`. We then call the `generate_text` method on the provider to generate text based on the given prompt.

## Important Implementation Details
This file serves as a centralized entry point for the SourceScribe API module, allowing developers to easily access and use the various LLM provider integrations. The `__all__` variable at the end of the file specifies the public API, ensuring that only the intended classes and functions are imported when using `from sourcescribe.api import *`.