Lmql
LMQL is a programming language designed for efficient interaction with Large Language Models (LLMs), featuring modular prompting, versatile applicability, nested queries support, backend portability, and flexible prompt generation capabilities.
Description for Lmql
LMQL is a comprehensive programming language tailored to interact efficiently with Large Language Models (LLMs), offering modular prompting and versatile capabilities for a wide range of tasks.
Features of Lmql
- Modular Prompting Capabilities:
- Supports modular prompting via types, templates, constraints, and an optimizing runtime.
- Versatile Applicability:
- Suitable for complex procedural programming tasks as well as straightforward queries.
- Nested Queries Support:
- Facilitates the development of modularized local instructions with nested queries, enhancing prompt component reusability and enabling procedural programming within the prompting environment.
- Backend Portability:
- Ensures portability across various backends, allowing seamless transition between them with a single line of code.
- Flexible Prompt Generation:
- Implements prompt generation and construction through string interpolation and expressive Python control flow, providing users with a versatile and potent tool for engaging with LLMs.
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