Promptic

Promptic is a Python framework that makes it easy to build applications using Large Language Models (LLMs). Inspired by the simplicity of the requests library for HTTP, Promptic aims to simplify the process of creating LLM applications.

Key Features

Promptic has type-safe structured outputs. It uses Pydantic models to ensure data structure and improve code reliability. It also supports function calling for easy agent construction and allows real-time response generation. Promptic maintains context across multiple interactions with built-in conversation memory. It also provides mechanisms for automatic error handling and retries. Promptic allows developers to customize state management for their applications.

Benefits

Promptic is a flexible and powerful tool for developers. It supports real-time responses, error handling, and state management. This means developers can focus on building features without worrying about complexities. Built on LiteLLM, a lightweight LLM client library that combines APIs from different LLM providers. This lets developers switch between providers easily, ensuring flexibility and preventing vendor lock-in.

Use Cases

Promptic can be used in many applications. It is great for developing LLM-based tools that need real-time interactions, like chatbots and virtual assistants. It is also good for applications that need to maintain context across multiple interactions. Its customizable state management makes it suitable for complex applications with specific needs.

Reviews/Testimonials

Developers have given positive feedback to Promptic for its simplicity and efficiency in building LLM applications. Its flexibility and support for real-time responses have been highlighted as beneficial features.