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

About braintrustdata

Braintrust is a cutting-edge platform designed to streamline the development of large language model (LLM) applications. It offers a comprehensive solution for teams looking to build robust AI products that can adapt to the complexities of non-deterministic models and unpredictable natural language inputs. With its user-friendly interface and powerful features, Braintrust is quickly becoming the go-to choice for AI developers.

Key Features and Benefits

1. Braintrust's platform allows developers to adapt their workflows for the AI era. This iterative approach enables teams to evaluate prompts and models effectively, answering critical questions like “which examples regressed when we changed the prompt?” This feature is essential for maintaining the quality and reliability of AI applications.

2. The platform includes a robust evaluation system composed of prompts, scorers, and datasets. Users can tweak LLM prompts from any AI provider, run them, and track their performance over time. This capability ensures that developers can continuously refine their models based on real-time data.

3. Braintrust provides tools to visualize and analyze LLM execution traces in real-time. This feature is crucial for debugging and optimizing AI applications, allowing teams to monitor real-world interactions and gain insights into model performance.

4. Developers can define functions in TypeScript and Python, using them as custom scorers or callable tools. This flexibility allows for tailored evaluations that meet specific project needs, enhancing the overall effectiveness of the development process.

5. For organizations concerned about data security and compliance, Braintrust offers self-hosting capabilities. This feature allows teams to deploy and run the platform on their own infrastructure, ensuring full control over their data.

6. Braintrust is intuitively designed for both technical and non-technical team members. The seamless integration between code and UI makes it accessible for all users, fostering collaboration across different skill levels.

Industry Recognition

Braintrust has garnered praise from industry leaders for its innovative approach to evaluating non-deterministic AI systems. Mike Knoop, Cofounder and Head of AI, emphasizes that Braintrust fills a critical gap in the market. Malte Ubl, CTO, notes the transformative impact of incorporating evaluations into mainstream engineering processes. Michele Catasta, President, highlights how Braintrust brings end-to-end testing to AI products, enabling companies to produce meaningful quality metrics.

Braintrust is revolutionizing the way AI applications are developed and evaluated. Its comprehensive features, user-friendly design, and industry recognition make it an invaluable tool for any team looking to build high-quality LLM products. Whether you are a seasoned developer or new to AI, Braintrust provides the resources and support needed to succeed in the rapidly evolving landscape 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