DeepSeek is an AI-driven platform that offers advanced models such as DeepSeek-V3 and DeepSeek Reasoner. These models excel in delivering high-speed inference and enhanced reasoning capabilities. DeepSeek supports multi-turn conversations, chat completion, and context caching, making it an ideal tool for developers aiming to integrate advanced AI into their applications. By leveraging DeepSeek's robust API, users can create chat completions and access sophisticated reasoning models, all while benefiting from cross-platform compatibility and easy integration with existing systems.

Real-Agents is designed to simplify the creation and orchestration of AI-powered agents that can perform complex tasks autonomously. Built on Python and compatible with major large language models, the framework features a modular design comprising core components for language understanding, reasoning, memory storage, and tool execution. Developers can rapidly integrate external services like web APIs, databases, and custom functions to extend agent capabilities. Real-Agents supports memory mechanisms to retain context across interactions, enabling multi-turn conversations and long-running workflows. The platform also includes utilities for logging, debugging, and scaling agents in production environments. By abstracting low-level details, Real-Agents streamlines the development cycle, allowing teams to focus on task-specific logic and deliver powerful automated solutions.