ReliableGPT is an efficient tool that guarantees no dropped requests for your LLM (Language Model) app during production. It effectively handles errors by employing various strategies, including retrying with different models, utilizing larger context window models, providing cached responses based on semantic similarity, and using fallback API keys.
1. Alternate Model Retry: Retry failed requests using alternative models like GPT-4, GPT3.5, GPT3.5 16k, or text-davinci-003.
2. Larger Context Window Models: Retry requests using models with larger context windows to address Context Window Errors.
3. Semantic Similarity-based Cached Response: Efficiently handle errors by providing cached responses based on semantic similarity.
4. Fallback API Key Retry: Retry requests with a backup API key in case of Invalid API Key errors.
5. Switch between Azure OpenAI and raw OpenAI: Easily switch between Azure OpenAI and raw OpenAI based on your specific requirements.
6. Caching for Overloaded Servers: Handle overloaded servers with caching mechanisms to ensure smooth operation.
7. Rotated Key Handling: Effortlessly manage rotated keys to avoid disruptions in service.
1. Production Environment Stability: Ensure a reliable experience for your LLM app in a production environment with zero dropped requests.
2. Error Handling: Minimize the impact on user experience by mitigating errors and providing alternate solutions.
3. Smooth API Integration: Seamlessly integrate with OpenAI API while effectively handling potential errors and challenges.
ReliableGPT is the ideal solution to ensure a seamless and uninterrupted experience for your LLM app during production.