ReliableGPT: Ensuring Zero Dropped Requests for Your LLM App

ReliableGPT is the ultimate solution to stop OpenAI errors in production for your LLM app. It is a powerful tool designed to ensure zero dropped requests for your Language Model (LLM) app in production. By employing various strategies, ReliableGPT handles errors effectively, providing a reliable and uninterrupted experience for users.

ReliableGPT Features

⚙️ Alternate Model Retry: Retry failed requests with alternate models such as GPT-4, GPT3.5, GPT3.5 16k, or text-davinci-003.
⚙️ Larger Context Window Models: Retry requests with larger context window models to address Context Window Errors.
⚙️ Semantic Similarity-based Cached Response: Provide cached responses based on semantic similarity to handle errors efficiently.
⚙️ Fallback API Key Retry: Retry requests with a fallback API key in case of Invalid API Key errors.
⚙️ Switch between Azure OpenAI and raw OpenAI: Seamlessly switch between Azure OpenAI and raw OpenAI to meet specific requirements.
⚙️ Caching for Overloaded Servers: Handle overloaded servers with caching mechanisms to ensure smooth operation.
⚙️ Rotated Key Handling: Effortlessly handle 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.

Conclusion

ReliableGPT is the solution you need to ensure a seamless and uninterrupted experience for your LLM app in production. With its powerful features and robust error handling strategies, ReliableGPT guarantees zero dropped requests and provides reliable solutions to address errors and challenges.

FAQ

Q: What models does ReliableGPT retry requests with?

A: ReliableGPT retries requests with alternate models such as GPT-4, GPT3.5, GPT3.5 16k, or text-davinci-003.

Q: How does ReliableGPT handle overloaded servers?

A: ReliableGPT handles overloaded servers with caching mechanisms to ensure smooth operation.

Q: Can ReliableGPT seamlessly switch between Azure OpenAI and raw OpenAI?

A: Yes, ReliableGPT allows seamless switching between Azure OpenAI and raw OpenAI to meet specific requirements.

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