Lmql

LMQL, or Language Model Query Language, is a cutting-edge programming language designed to make interacting with language models a breeze. Imagine having the ability to shape and control how your language model generates text, all within a user-friendly environment. LMQL empowers you to go beyond simple prompts by offering a rich set of features for fine-tuning the creative process.

Highlights

• Intuitive Prompts: Express your ideas naturally with prompts that blend natural language and code, giving you the power to guide the language model's reasoning.
• Control Over Output: Set clear and concise constraints to ensure the language model adheres to your specific requirements. These constraints are translated into token-level masks, seamlessly guiding the generation process.
• Built-in Debugger: Effortlessly analyze the interpreter state, validation results, and model outputs at every stage of generation, thanks to the integrated playground IDE.

Key Features

• Python Integration: Leverage the familiar power of Python to define control flow statements, write dynamic prompts, and perform text processing.
• OpenAI Compatibility: Seamlessly interact with OpenAI's chat models, including ChatGPT and GPT.
• Expert-Level Control: Utilize features like scripted beam search to explore diverse answers and unlock advanced capabilities.
• Pre-Built Prompts: Jumpstart your projects with a wide array of ready-to-use prompts for tasks like joke generation, packing list creation, Wikipedia searches, and chatbot interactions.