ReliableGPT

ReliableGPT: Ensuring Zero Dropped Requests for Your LLM App in Production

ReliableGPT is a powerful tool specifically designed to address the challenge of dropped requests in your Language Model (LLM) app when it is deployed in a production environment. With its advanced error handling strategies, ReliableGPT guarantees a reliable and uninterrupted experience for your users.

Key Features

• Alternate Model Retry: In case of failed requests, ReliableGPT automatically retries with alternate models such as GPT-4, GPT3.5, GPT3.5 16k, or text-davinci-003. This ensures that your app continues to function even if the primary model encounters issues.
• Larger Context Window Models: ReliableGPT can retry requests using larger context window models to overcome Context Window Errors. This feature enhances the accuracy and performance of your LLM app.
• Semantic Similarity-based Cached Response: By leveraging semantic similarity, ReliableGPT provides cached responses to efficiently handle errors. This minimizes the impact of errors on user experience and ensures seamless operation.
• Fallback API Key Retry: In the event of Invalid API Key errors, ReliableGPT automatically retries requests using a fallback API key. This feature ensures uninterrupted service and eliminates disruptions caused by key-related issues.
• Switch between Azure OpenAI and raw OpenAI: ReliableGPT offers the flexibility to seamlessly switch between Azure OpenAI and raw OpenAI based on your specific requirements. This enables you to harness the power of both platforms effortlessly.
• Caching for Overloaded Servers: With built-in caching mechanisms, ReliableGPT efficiently handles overloaded servers. This ensures smooth operation even during peak usage periods and prevents service disruptions.
• Rotated Key Handling: ReliableGPT effortlessly handles rotated keys, eliminating the need for manual intervention. This guarantees uninterrupted service and avoids any potential disruptions caused by key rotation.

Use Cases

• Production Environment Stability: By eliminating dropped requests, ReliableGPT ensures a stable and reliable experience for your LLM app in a production environment. Users can depend on the app's consistent performance.
• Error Handling: ReliableGPT mitigates errors and provides alternate solutions to minimize their impact on user experience. It helps your app recover gracefully from errors and delivers a seamless user interface.
• Smooth API Integration: Seamlessly integrating with OpenAI API, ReliableGPT handles potential errors and challenges that may arise during the integration process. This simplifies the integration and enhances the overall efficiency of your LLM app.

ReliableGPT is the ultimate solution to ensure a seamless and uninterrupted experience for your LLM app in a production environment. With its powerful features and robust error handling capabilities, ReliableGPT guarantees zero dropped requests and a reliable user experience.