Описание

Program, don’t prompt,your LLMs. · The framework for programming—rather than prompting—language models. · Compose programs with reusable primitives. · Define a task. Grow it into a system. · Built in the open, since Dec 2022.

DSPy is an open-source Python framework that enables developers to build language model applications using modular and declarative programming. It automates prompt engineering and model selection, allowing developers to focus on high-level logic rather than manual prompt crafting. DSPy optimizes prompts and models based on specified metrics, making AI systems more reliable, scalable, and efficient.

Возможности

AUTOMATED PROMPT OPTIMIZATION

DECLARATIVE PROGRAMMING

MODULAR ARCHITECTURE, CONTINUOUS LEARNING

LLM-AGNOSTIC DESIGN

SCALABILITY

PERFORMANCE METRICS INTEGRATION

Сценарии использования

BUILDING COMPLEX AI PIPELINES

OPTIMIZING RETRIEVAL-AUGMENTED GENERATION SYSTEMS

AUTOMATING CUSTOMER SUPPORT CHATBOTS

CREATING PERSONALIZED RECOMMENDATION SYSTEMS

DEVELOPING INFORMATION EXTRACTION TOOLS

Характеристики

Тип	Агент
Категория	Фреймворки для агентов
Цена	бесплатно
Платформа	Командная строка
Системы	cli, api, web
Для кого	команды и бизнес
Язык сайта	en
Рейтинг	0.00 (0 отзывов)
Просмотры	414
Запуск	2024-11-22