BoundaryML - An Expressive Language for Structured Text Generation

BoundaryML An Expressive Language for Structured Text Generation

Freemium

#structured data
#language model
#JSON
#Prompt Engineering
#type safety
#function calling

What is BoundaryML?

BoundaryML (BAML) is a specialized language built to improve the reliability and structure of text generated by Large Language Models (LLMs). It addresses common issues such as broken JSON output and inconsistent formatting, offering a more robust solution for developers.

BAML provides tools and features designed specifically for interacting with LLMs. These features include JSON error correction, schema coercion, and advanced function-calling capabilities, which are benchmarked to improve performance with models like GPT-3.5. BAML offers a streamlined syntax that simplifies prompt engineering, enabling type-safety and easier integration in multiple programming languages.

Features

JSON Error Correction: Fixes common JSON errors like trailing commas and unescaped quotes.
Schema Coercion: Ensures LLM output conforms to a predefined schema.
Function-Calling: Enables function-calling for various models, improving results.
Type-Safety: Provides type-safety features when integrating with different programming languages.
Dynamic Prompts: Transforms prompt engineering to coding with dedicated syntax.
Static Analysis: Enables easier, more reliable prompting
Multimodal Inputs: Offers support for multimodal inputs.