Advanced Prompt Engineering. From human prompt templates to self-improving, self-config prompt pipelines via DSPy. Advanced Techniques in Pipeline Self-Optimization and Configuration of perfect LLM to Retriever Model RM ICL prompt, for intelligent (AI) RAG optimization. NEW Self-Optimizing Framework enables the creation of a self-improving pipeline, which includes automatic prompt generation and optimization. The pipeline is described as being capable of autonomously generating training datasets and deciding the optimal approach (fine-tuning vs. in-context learning) based on specific tasks.
