Braintrustdata

What is Braintrustdata?

Braintrust Data is an enterprise-grade stack designed for building AI products with a mission to simplify the process of incorporating AI into businesses by removing uncertainty and tedious tasks. It offers various features such as Evaluations for scoring, logging, and visualizing outputs, along with the Prompt Playground feature for comparing prompts and input/output pairs. Additionally, it facilitates continuous integration, allows capturing and evaluating examples from staging and production through Datasets feature, and provides access to a range of AI models through Proxy. Testimonials from users highlight its effectiveness in evaluating AI systems, improving AI-first products, monitoring prompt quality, and conducting end-to-end testing for quality metrics.

Who created Braintrustdata?

Braintrust Data was founded by Mike Knoop, one of the co-founders of Zapier. The company was launched on September 1, 2023. Braintrust Data aims to simplify the process of incorporating AI into businesses by providing various features such as evaluations, prompt playground, continuous integration, datasets, and AI model access through a single API.

What is Braintrustdata used for?

• Evaluating non-deterministic AI systems
• Measuring and improving AI-first products
• Testing AI products in production
• Tracking prompt quality over time
• Evaluating prompt and model performance
• Turning iteration and optimization into a science
• Comparing prompts, benchmarks, and input/output pairs
• Experimenting and evaluating different approaches using a large dataset
• Facilitating continuous integration by tracking progress and comparing new experiments with existing live models
• Capturing and evaluating rated examples from staging and production

Who is Braintrustdata for?

• AI engineers
• Developers

How to use Braintrustdata?

To use Braintrust Data, follow these steps:

1. Sign Up: Start by signing up for Braintrust Data using a .edu email address or by contacting the team for open-source project access.

2. Features Overview: Explore the various features offered by Braintrust Data, such as Evaluations, Prompt Playground, Continuous Integration, Datasets, and AI Model Access through a single API.

3. Evaluations: Use the Evaluations feature to score, log, and visualize outputs efficiently. Track performance, examine failures, and get instant answers regarding model changes.

4. Prompt Playground: Compare multiple prompts, benchmarks, and input/output pairs to experiment and evaluate different approaches using a large dataset.

5. Continuous Integration: Track progress on the primary branch, compare new experiments with live models, and ensure seamless integration before deployment.

6. Datasets: Capture and evaluate rated examples from staging and production. Store datasets securely in the cloud with automatic versioning for smooth evolution without disrupting evaluations.

7. Proxy: Access a range of AI models, including OpenAI, Anthropic, LLaMa 2, and Mistral, with caching, API key management, and load balancing functionalities.

8. Testimonials: Learn from testimonials praising Braintrust Data for evaluating AI systems, improving AI-first products, monitoring prompt quality, and conducting end-to-end testing for quality metrics.

By following these steps, users can effectively utilize Braintrust Data's comprehensive features to streamline the integration of AI into businesses and enhance AI product development.