Braintrust: The Premier Platform for Developing and Evaluating Large Language Model (LLM) Applications

About braintrustdata

Braintrust is an innovative platform that significantly enhances the development of large language model (LLM) applications. It serves as a comprehensive solution for teams aiming to create robust AI products capable of navigating the complexities of non-deterministic models and unpredictable natural language inputs. With its intuitive interface and powerful functionalities, Braintrust is rapidly becoming the preferred choice among AI developers.

Key Features and Benefits

1. Adaptive Workflows: Braintrust empowers developers to tailor their workflows for the AI landscape. This iterative approach allows teams to effectively evaluate prompts and models, addressing crucial questions like, “Which examples regressed when we modified the prompt?” This capability is vital for ensuring the quality and reliability of AI applications.

2. Robust Evaluation System: The platform features a comprehensive evaluation system that includes prompts, scorers, and datasets. Users can modify LLM prompts from any AI provider, execute them, and monitor their performance over time. This functionality enables developers to continuously refine their models based on real-time insights.

3. Real-Time Visualization: Braintrust offers tools for visualizing and analyzing LLM execution traces in real-time. This feature is essential for debugging and optimizing AI applications, allowing teams to observe real-world interactions and gain valuable insights into model performance.

4. Custom Functionality: Developers can create functions in TypeScript and Python, utilizing them as custom scorers or callable tools. This flexibility facilitates tailored evaluations that align with specific project requirements, enhancing the overall development process.

5. Self-Hosting Capabilities: For organizations prioritizing data security and compliance, Braintrust provides self-hosting options. This feature allows teams to deploy and operate the platform on their own infrastructure, ensuring complete control over their data.

6. User-Friendly Design: Braintrust is designed to be accessible for both technical and non-technical team members. The seamless integration of code and UI promotes collaboration across varying skill levels.

Industry Recognition

Braintrust has received accolades from industry leaders for its groundbreaking approach to evaluating non-deterministic AI systems. Mike Knoop, Cofounder and Head of AI, highlights that Braintrust addresses a critical market gap. Malte Ubl, CTO, notes the transformative effect of integrating evaluations into standard engineering processes. Michele Catasta, President, emphasizes how Braintrust facilitates end-to-end testing for AI products, enabling companies to generate meaningful quality metrics.

Braintrust is transforming the development and evaluation of AI applications. Its extensive features, user-friendly design, and industry acclaim make it an indispensable tool for teams striving to create high-quality LLM products. Whether you're an experienced developer or just starting in AI, Braintrust equips you with the resources and support necessary to thrive in the dynamic world of artificial intelligence.

List of braintrustdata features

• End-to-end platform
• Iterative LLM workflows
• Eval via UI
• Eval via SDK
• Visualization of LLM execution traces
• Monitoring of AI interactions
• Continuous online evaluations
• Custom scorer functions
• Self-hosting options
• Secure prompt synchronization