What is DSP ( Directional Simulation Prompting) + Combining Different Prompt Techniques?
The 4 Prompt Techniques
1. Zero-Shot Learning: Discover how AI can interpret and execute tasks with no prior examples, purely based on its vast pre-existing knowledge.
2. Few-Shot Learning: Learn the art of providing AI with just a handful of examples to master a task. From generating poetry to complex coding problems.
3. Prompt Chaining: Uncover the strategy of using sequential prompts to tackle intricate tasks. We guide you through a creative journey from a story outline to a full narrative, all through the power of chaining prompts.
4. DSP (Directional Stimulus Prompting): Elevate your prompt game with targeted guidance, layered complexity, and response shaping. Whether it's crafting a narrative, analyzing business data, or exploring ethical reasoning, DSP offers a refined approach to directing AI's focus and output.
What Are The Top 4 Methods for Prompt Engineering?
#PromptEngineering #decodingdatascience #aiarshad
- [00:00]( • What is DSP + Combinin... ) Directional stimulus prompting (DSP) is a new technique that helps extract specific information from language models by targeting particular areas of interest in prompts.
- [00:54]( • What is DSP + Combinin... ) DSP is beneficial for obtaining precise details from language models, catering to specific inquiries.
- [01:20]( • What is DSP + Combinin... ) Combining techniques like retrieval augmented generation (RAG) with DSP can maximize the utility of language models in generating valuable insights.
- [01:48]( • What is DSP + Combinin... ) Employing Chain of Thought methodology alongside DSP enables breaking down complex solutions into manageable components, enhancing application effectiveness.
- [03:34]( • What is DSP + Combinin... ) Language models excel at inferencing but rely on local knowledge bases for accurate information retrieval, emphasizing the importance of platforms like AWS, Azure, and GCP.
- [04:25]( • What is DSP + Combinin... ) When building applications with language models, prioritize understanding the business problem and selecting the most suitable technique to achieve goals effectively.
#ai #chatgt #prompting
Негізгі бет Ойын-сауық What is DSP + Combining Different Prompt Techniques?
Пікірлер: 5