Building Smarter AI Assistants: Say Goodbye to Frustrating Prompts!

DSPy is a framework that allows you to build AI assistants without having to write and tweak prompts for Large Language Models (LLMs).


  • LLM prompt engineering is difficult and time-consuming because small changes to prompts can cause major changes to the output.
  • DSPy offers a way to program on top of LLMs using a high-level programming framework. This framework can write and tune prompts for you.
  • An AI assistant is a computer program that provides assistance to a human doing a task.
  • DSPy uses agent pipelines to build AI assistants. These pipelines consist of smaller, specialized LLMs that work together to achieve a desired outcome.
  • DSPy supports zero-shot prompting, a technique where the system can answer questions without any prior training on specific prompts.
  • DSPy can also be used for text extraction tasks. You can instruct the LLM to identify specific entities within a user query.


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Prompt Engineering: Revolutionizing Healthcare with Smarter Large Language Models

Prompt engineering, which involves crafting specific inputs to guide Large Language Models (LLMs), significantly improves their performance in healthcare tasks like diagnosis, medical training, and patient-doctor communication. Overall, prompt engineering unlocks the potential of LLMs to revolutionize healthcare, but further development and responsible use are essential. READ ARTICLE