Unify: The Best LLM on Every Prompt

Unify revolutionizes the way you interact with Large Language Models (LLMs). By intelligently routing your prompts to the best available LLM endpoints, Unify enables you to obtain superior outputs while optimizing for speed, latency, and cost. This comprehensive platform supports engineers and developers, offering tools to build, evaluate, and deploy high-performance LLM applications.

Customers

• Engineers: Seamlessly integrate multiple LLMs to enhance performance and reliability.
• Developers: Simplify the complexity of LLM routing for various applications.
• Researchers: Access and compare different LLMs to achieve optimal research results.
• Businesses: Leverage LLM capabilities to streamline operations and customer interactions.
• Educators: Enable advanced learning and teaching methodologies using the latest LLM technologies.

Problems and Solution

Problems

• High Latency: Delays in LLM responses affecting the user experience.
• Inconsistent Quality: Varied results from different LLM providers, leading to unreliability.
• Cost Management: High expenses associated with using multiple LLM services.
• Integration Complexity: Difficulty in integrating various LLMs into a single application.
• Performance Tracking: Lack of live, transparent benchmarks for comparing LLMs.

Solution

Unify addresses these challenges by providing a platform that intelligently routes queries to the optimal LLM based on real-time performance data. This ensures high-quality outputs, reduced latency, and cost efficiency. With unified API integration and comprehensive benchmarks, Unify simplifies the intricacies of LLM management and deployment.

How It Works

1. Create Profile: Sign up and create your Unify profile to get started.
2. Add Endpoints: Connect your private or self-hosted LLM endpoints via Unify's interface.
3. Benchmark: Run customized benchmarks on your datasets to compare LLMs for specific tasks.
4. Train Router: Utilize your endpoints and datasets to tailor the routing algorithms to your needs.

Use Case

Businesses can integrate Unify to enhance customer service chatbots by routing complex queries to the best LLMs, ensuring quick and accurate responses. Similarly, researchers can use Unify to streamline their LLM evaluation process, comparing various models efficiently to select the best fit for their study.

Frequently Asked Questions

1. Do I need to create an account with each provider?

   No, creating a Unify account gives you access to all supported models from different providers with a single API key.

2. Do you charge anything on top of the upstream providers?

   We charge exactly what the endpoint providers charge. Unify standardizes API rates with a credit system, where 1 credit equals 1$. New users get $50 in free credits.

3. How do you determine what the best model is?

   The router balances output quality, speed, and cost based on user preferences. It uses a neural scoring function to predict the quality of each model's response, and the latest benchmark data for speed and cost.

4. Can I access benchmarks for LLM performance?

   Yes, Unify provides live performance benchmarks for all supported LLMs, updated every 10 minutes.

5. How customizable is the routing algorithm?

   Unify allows users to set up custom constraints for cost, latency, and output speed, as well as define their own quality metrics.