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LLM-integration och finjustering
Prompt engineering och optimering
Systematic development and refinement of prompts to maximize LLM output quality, consistency, and reliability for your specific use cases. Our prompt engineers employ advanced techniques including few-shot learning, chain-of-thought reasoning, and structured output formatting. We conduct extensive testing across diverse inputs to identify edge cases and failure modes, then iteratively improve prompts. Our process includes creating prompt libraries, version control systems, and A/B testing frameworks. We optimize for multiple objectives including accuracy, response format, tone, creativity, and cost efficiency. The result is production-ready prompts that consistently deliver high-quality outputs.