DeepSeek is an advanced large language model designed for complex reasoning tasks and is highly efficient, rivaling OpenAI's o1 model on some key benchmarks at a lower cost. Its open-source design (MIT license) makes it accessible to developers and researchers. A model-agnostic approach is critical for developers and organizations as diverse models bring unique strengths, ensuring flexibility, scalability, and long-term success in the rapidly evolving AI landscape. LLM orchestration frameworks like Haystack enable seamless integration of multiple models, allowing developers to optimize for their specific needs and remain agile. The future of AI lies in harnessing innovation across various models, not relying on a single one.