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Apps 2023-04-05

Portkey

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Language model API manager.

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Portkey.ai is an LMOps platform that enables companies to develop, launch, maintain, and iterate over their generative AI apps and features faster. It offers a full-stack ops platform that speeds up development and the performance of AI applications.

Through integration with the Portkey endpoint, companies can replace their existing OpenAI or other provider APIs, allowing for seamless integration with their own applications.Portkey.ai provides a single home for managing models, including prompts, engines, parameters, and versions.

This allows users to easily switch, test, and upgrade models with confidence. The platform also offers live logs and analytics, enabling users to monitor app performance and user level aggregate metrics to optimize usage and API costs.Data privacy is a priority for Portkey.ai, and the platform is built with state-of-the-art privacy architectures.

The company is in the process of obtaining ISO:27001, SOC2, and GDPR certifications to ensure data stays safe and private. Additionally, Portkey.ai maintains strict uptime service level agreements (SLAs) to minimize downtime and offers proactive alerts in the event of any issues.Portkey.ai aims to simplify the deployment and management of large language model APIs in applications, solving the challenges that arise when taking language model apps to production.

With benchmarked performance and smart caching features, Portkey.ai ensures that integrating the platform will not slow down the user's application and may even improve overall app experience.

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Portkey was manually vetted by our editorial team and was first featured on August 23rd 2023.

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Pros and Cons

Pros

Full-stack ops platform

Manages models, prompts, parameters

Live logs and analytics

Optimizes usage and API costs

State-of-the-art privacy architectures

Uptime SLAs

Proactive alerts on issues

Streamlines deployment of LLM APIs

Benchmarked performance

Smart caching features

Improves overall app experience

Prepares for ISO:27001, SOC2, GDPR certifications

30% faster app launch

Ensures 99.9% uptime

10 ms latency proxies

One home for all models

A/B testing of models

Data security and proactive alerts

Optimised for user level metrics

Cons

Not fully certified yet (ISO:27001, SOC2, GDPR)

Single vendor lock-in

Depends on third-party APIs

Only web-based interface

No listed third-party integrations

Possible extra latency

Smart caching might limit flexibility

Uptime not more than 99.9%

Potential data privacy concerns

Q&A

What is Portkey.ai?

Portkey.ai is an LMOps platform that provides a single source management for models, including prompts, engines, parameters, and versions. It helps companies develop, launch, maintain, and evolve their generative AI apps and features faster.

What are the features offered by Portkey.ai?

Portkey.ai offers a variety of features. These include full-stack ops platform, integration with Portkey endpoint, uptime SLAs, model management, live logs and analytics, proactive alerts, state-of-the-art privacy architectures, and the ability to test, switch, and upgrade models with ease.

How does the Portkey endpoint improve the development of AI applications?

The Portkey endpoint allows companies to substitute their existing OpenAI or other provider APIs seamlessly. By integrating with the endpoint, businesses can accelerate and improve the performance of AI applications.

What advantages does Portkey.ai have over other LMOps platforms?

Compared to other LMOps platforms, Portkey.ai's competitive advantages include a user-friendly platform for managing a variety of model elements, robust data privacy solutions, integration with existing API, live analytics, model testing, and rigorous uptime SLAs.

Can I integrate Portkey.ai with any existing API?

Yes, you can replace your OpenAI or other provider APIs with the Portkey endpoint for seamless integration with your applications.

How does Portkey.ai manage models?

Portkey.ai provides a dedicated platform for managing models where users can easily handle prompts, engines, parameters, and versions. It also offers the ability to switch, test, and upgrade models with confidence.

Does Portkey.ai offer performance analytics for AI apps?

Yes, Portkey.ai offers live logs and analytics for monitoring app performance and user level aggregate metrics. This feature helps users in optimizing usage and API costs.

What measures does Portkey.ai take to ensure data privacy?

Portkey.ai ensures data privacy through its state-of-the-art privacy architectures. It places a high emphasis on keeping user data secure from inadvertent exposure and attacks and provides proactive alerts when things go wrong.

What certifications is Portkey.ai obtaining for data security?

Portkey.ai is in the process of obtaining ISO:27001, SOC2, and GDPR certifications to ensure the utmost data security.

Does Portkey.ai have downtime service level agreements?

Yes, Portkey.ai maintains strict uptime service level agreements (SLAs) so as to minimize downtime and ensure a reliable service to its customers.

How does Portkey.ai improve overall app experience?

Portkey.ai improves overall app experience by speeding up the development process. With its benchmarked performance and smart caching features, it ensures that the integration of the platform doesn't slow down the user's application and, in some cases, improves it.

How does Portkey.ai handle model switching and upgrading?

Portkey.ai allows users to seamlessly switch, test, and upgrade different models on its platform. This ensures the most efficient model is always in use and allows for constant improvements.

Can you monitor app performance with Portkey.ai?

Yes, it is possible to monitor app performance with Portkey.ai. They provide live logs and analytics enabling users to monitor app performance and user level aggregate metrics.

What is the benefit of Portkey.ai’s smart caching feature?

Portkey.ai’s smart caching feature potentially reduces latency and speeds up response times. This could ultimately improve user experience and the overall performance of your app.

How does Portkey.ai ensure fast launching of applications?

Portkey.ai speeds up application launch by offering a full-stack ops platform that streamlines and accelerates the development process. This ensures a faster path from design to deployment, allowing companies to launch their application 30% faster according to Portkey.ai.

How can I replace my existing OpenAI with the Portkey endpoint?

To replace your existing OpenAI with the Portkey endpoint, you simply need to change the OpenAI API base path in your app with Portkey's API endpoint. This will allow Portkey to start routing all requests to OpenAI.

What kind of alerts does Portkey provide in an event of an issue?

Portkey provides proactive alerts in the event of any issues. This allows users to take the necessary actions promptly to avoid any major disruptions.

How does Portkey speed up app and feature development?

Portkey.ai accelerates app and feature development by providing a full-stack ops platform that simplifies the process. This helps in faster development and deployment of AI apps and features.

How does Portkey.ai handle model testing?

Portkey.ai supports A/B testing of models in a real-world environment. The best performing model can then be easily deployed, enabling users to find and implement the most effective models.

What are the benefits of Portkey.ai's single home for model management?

Using Portkey.ai's single home for all your models provides the benefit of centralized management. It enables easy switching, testing, and upgrading of models. Furthermore, it provides a clear view of your model's engines, parameters, versions, and prompts.