What is ReliableGPT?
reliableGPT is a robust solution designed to ensure 100% uptime and reliability for applications utilizing OpenAI's services. By effectively handling common issues such as rate limits, timeouts, and API errors, reliableGPT enhances the performance of LLM (Large Language Model) applications, ensuring continuous service delivery without disruptions.
What are the features of ReliableGPT?
Guaranteed Uptime: reliableGPT eliminates dropped requests by implementing a fallback mechanism that utilizes multiple OpenAI models. If one model fails, the system retries with alternative options such as GPT-4, GPT-3.5, and text-davinci-003, ensuring that requests are fulfilled without delay.
Context Window Management: In scenarios where context window errors occur, reliableGPT intelligently retries requests with models that have larger context windows, thus preventing operational bottlenecks.
Caching Capabilities: The tool offers a caching feature that stores responses based on semantic similarity. This function is particularly advantageous during high traffic instances or when the service experiences overloaded queues, allowing for prompt responses even in peak times.
Error Handling with Backup Strategies: Users can define custom fallback strategies and specify backup tokens for their OpenAI keys. This feature provides seamless continuity in service by rotating through stored keys in the event of invalid key errors.
Community Support and Onboarding: reliableGPT is backed by a supportive community. Users can reach out via Discord or email for assistance, fostering a collaborative environment for enhancing user experience.
What are the characteristics of ReliableGPT?
Integration Ease: Incorporating reliableGPT into existing applications requires minimal effort. With just a single line of code, developers can integrate this solution into their workflows seamlessly.
Advanced Usage: The product supports additional parameters for tailored usage, including thread management and advanced caching functionalities, allowing for customized deployment according to specific application needs.
Comprehensive Documentation: A well-structured resource guide helps users navigate through setup and troubleshooting, making it accessible for both novices and experienced developers.
Regular Updates: reliableGPT is continuously enhanced with updates that improve functionality and address emerging challenges faced by users in real-time.
What are the use cases of ReliableGPT?
High-Traffic Applications: For platforms experiencing spikes in user interaction, reliableGPT ensures that all queries are managed effectively, reducing the likelihood of dropped requests and maintaining high service quality.
AI-Based Customer Support: Companies employing LLMs for customer service can utilize reliableGPT to ensure that every customer inquiry receives a response, even during system overloads or when encountering API errors.
Data-Driven Decision Making: Organizations leveraging AI for analytics and reporting can benefit from the enhanced reliability of their tools, allowing for uninterrupted access to crucial business insights.
Access to Multiple Models: Developers can create applications that dynamically switch between different models based on availability, optimizing performance and cost-effectiveness.
How to use ReliableGPT?
-
Installation: Users can get started with reliableGPT by running the command:
pip install reliableGPT -
Basic Configuration: Integrate reliableGPT in your application using the following line of code:
from reliablegpt import reliableGPT openai.ChatCompletion.create = reliableGPT(openai.ChatCompletion.create, user_email='[email protected]') -
Custom Fallback Strategy: Users can define their fallback strategies to enhance reliability further. For example:
fallback_strategy = ["gpt-3.5-turbo", "gpt-4", "text-davinci-003"] -
Activate Caching: To enable caching functionalities, simply set the caching parameter to true:
openai.ChatCompletion.create = reliableGPT(openai.ChatCompletion.create, caching=True) -
Error Monitoring: Users will be alerted via email if there are spikes in error rates, ensuring proactive issue management.
ReliableGPT Contact Email:
For queries or support, you can reach out to the founders at:
