What is reliableGPT?reliableGPT is an AI tool designed to enhance the reliability and performance of your Large Language Model (LLM) applications. It helps prevent failed customer requests by retrying with alternate models, larger context window models, or cached responses, ensuring that your application remains robust even in high-demand situations. Built for developers using OpenAI and Azure APIs, reliableGPT streamlines AI interactions and optimizes request handling, making it an essential tool for any production-grade LLM app.
Key Features:Model Fallback and Retry: Automatically retries failed requests with alternative models such as GPT-4, GPT-3.5, GPT-3.5 16k, and text-davinci-003.Larger Context Windows: Handles context window errors by switching to models with larger context windows.Cached Responses: Provides a fallback option to serve cached responses based on semantic similarity when other strategies fail.Fallback API Key Handling: Allows retry with a backup API key if the current one is invalid.Seamless Integration: Easily integrates with OpenAI, Azure OpenAI, Langchain, and LlamaIndex.Real-Time Monitoring: Monitors requests, helping manage rate limits and overloaded queues effectively.
ProsReliability: Minimizes downtime by ensuring zero dropped requests.Enhanced Productivity: Saves time by automating retries and fallback strategies, ensuring smoother operations.Scalable: Adapts to high-traffic scenarios by handling failures and high-load situations with cache and retries.Advanced AI Features: Supports model switching, large context handling, and API key management, ensuring