DeepSeek

DeepSeek provides state-of-the-art open foundation models, including DeepSeek-V3 (Mixture-of-Experts) and DeepSeek-R1 for chain-of-thought mathematical reasoning and agentic workflows.

When to Use

• High-Performance Open-Weights Reasoning & Coding: DeepSeek-R1 and DeepSeek-V3 for mathematical reasoning, agentic logic, and code generation.
• Self-Hosted & Private LLM Deployments: Running enterprise reasoning models locally using vLLM, SGLang, or Ollama.
• Cost-Efficient API Scaling: Accessing state-of-the-art reasoning at a fraction of proprietary API costs.
• Chain-of-Thought (CoT) Verification: Parsing detailed <think> reasoning traces for auditability and verification.

Quick Start

from openai import OpenAI