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This course introduces prompt structure and LangChain's PromptTemplates and FewShotPromptTemplates for large language models. It demonstrates length-based and similarity-based example selection for few-shot prompts.
Syllabus
Why prompts are important
Structure of prompts
Langchain code Setup
Langchain's PromptTemplates
Few shot learning with LLMs
Few shot prompt templates in Langchain
Length-based example selectors
Other Langchain example selectors
Final notes on prompts + Langchain
Taught by
James Briggs