ReliableGPT is an AI tool that has been designed to guarantee that there are zero dropped requests for your LLM (Language Model) app in production. It handles errors effectively by using a variety of strategies such as retrying with alternate models, larger context window models, semantic similarity-based cached responses, and fallback API keys.

Key Features:

1. Alternate Model Retry: Failed requests are retried with alternate models such as GPT-4, GPT3.5, GPT3.5 16k, or text-davinci-003.
2. Larger Context Window Models: Requests are retried with larger context window models to address Context Window Errors.
3. Semantic Similarity-based Cached Response: Cached responses based on semantic similarity are provided to handle errors efficiently.
4. Fallback API Key Retry: Requests are retried with a fallback API key in case of Invalid API Key errors.
5. Switch between Azure OpenAI and raw OpenAI: Seamless transitioning between Azure OpenAI and raw OpenAI to meet specific requirements.
6. Caching for Overloaded Servers: Overloaded servers are handled with caching mechanisms to ensure smooth operation.
7. Rotated Key Handling: Smooth handling of rotated keys to avoid disruptions in service.

Use Cases:

• Production Environment Stability: Ensure zero dropped requests and a reliable experience for your LLM app in a production environment.
• Error Handling: Mitigate errors and provide alternate solutions to minimize the impact on user experience.
• Smooth API Integration: Seamlessly integrate with OpenAI API while handling potential errors and challenges.

ReliableGPT is the solution you require to ensure a smooth and uninterrupted experience for your LLM app in production.