In this blog entry, the author shares a simplified code for a GenAI data science project that aims to help individuals improve their technical skills in a specific programming language and understand how real code is created.
The project utilizes LangChain documentation to leverage the SQLDatabase and FewShotPromptTemplate utilities.
The code demonstrates how to interact with a database by having the language model read table names and generate SQL queries to retrieve information.
The author also explains the usage of Prompt Engineering and Few Shot Prompts to enhance the language model's responses.