Braintrust
Braintrust offers a comprehensive stack for developing AI products, integrating features like evaluations, data management, and continuous integration, along with access to various AI models through a single API.
Services
Braintrust offers an enterprise-grade stack tailored for building AI products. The services provided include features for AI evaluations, a prompt playground, data management tools, continuous integration, datasets, and a proxy. Customizable scoring, logging, and visualization of AI outputs are also supported. These services facilitate the interrogation of failures, tracking performance over time, and comparison between multiple prompts and benchmarks.
AI Model Integration
Braintrust provides access to a variety of AI models through a unified API. This includes models from leading providers like OpenAI, Anthropic, LLaMa 2, and Mistral. The platform's API enables seamless integration with these models, making it easier to deploy and manage diverse AI solutions.
AI Evaluation and Benchmarking
Braintrust enables the creation and management of 'golden' datasets essential for AI evaluation and benchmarking. This includes features for comparing multiple prompts, benchmarks, and input/output pairs between different runs. Users can track progress by integrating with continuous integration workflows, ensuring new experiments are effectively compared before deployment.
Proxy Features
The proxy feature in Braintrust includes functionalities such as caching, API key management, and load balancing. These components are built to streamline the management of various API calls and optimize the performance and scalability of AI applications.