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Create: 2025-06-04 Update: 2025-07-08 18:08:14

🧠 Cua — лёгкий open-source агентный фреймворк на Python

Cua — это минималистичный Python-фреймворк для создания LLM-агентов, ориентированный на простоту, прозрачность и модульность. Название «Cua» расшифровывается как Composable Universal Agents.

📦 Особенности:
• Всего ~1,000 строк кода — легко читать, расширять и встраивать
• Поддержка OpenAI, Anthropic, Mistral и других LLM-провайдеров
• Нативные компоненты: агент, память, инструменты, цепочки
• Интерфейс совместим с langchain и autogen, но гораздо проще

🚀 Что можно делать:
• Создавать собственных агентов и наделять их инструментами
• Интегрировать внешние API и базы данных
• Вести диалоги, обрабатывать документы, выполнять цепочки задач
• Быстро запускать эксперименты с собственными LLM-пайплайнами

🛠 Примеры в репозитории:
- Агент с памятью и функцией поиска
- Диалоговый бот с цепочкой инструкций
- Генерация кода на основе естественного языка
- Интеграция с HuggingFace и другими API

📚 Для кого подойдёт:
• Тем, кто ищет простой аналог LangChain
• Исследователям, которым нужно прозрачное поведение без «магии»
• Разработчикам, экспериментирующим с LLM-агентами

🔗 GitHub

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Cryptoassets enthusiasts use this application for their trade activities, and they may make donations for this cause.If somehow Telegram do run out of money to sustain themselves they will probably introduce some features that will not hinder the rudimentary principle of Telegram but provide users with enhanced and enriched experience. This could be similar to features where characters can be customized in a game which directly do not affect the in-game strategies but add to the experience.

🧠 Cua — лёгкий open-source агентный фреймворк на Python

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