prompts.py

from examples import get_example_selector
from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder,FewShotChatMessagePromptTemplate,PromptTemplate

example_prompt = ChatPromptTemplate.from_messages(
    [
        ("human", "{input}\nSQLQuery:"),
        ("ai", "{query}"),
    ]
)
few_shot_prompt = FewShotChatMessagePromptTemplate(
    example_prompt=example_prompt,
    example_selector=get_example_selector(),
    input_variables=["input","top_k"],
)

final_prompt = ChatPromptTemplate.from_messages(
    [
        (
        "system", """You are a MySQL expert, Given an input question ,create a syntactically correct MySQL query to run.Unless otherwise specificed.\n\n
         Here is the relevant table info: {table_info}\n\n
         Below are a number of examples of questions and their corresponding SQL queries. Return the syntactically correct SQL query only and nothing else.\n\n  
        """
        ),
        few_shot_prompt,
        MessagesPlaceholder(variable_name="messages"),
        ("human", "{input}"),
    ]
)

answer_prompt = PromptTemplate.from_template(
    """Given the following user question, corresponding SQL query, and SQL result, answer the user question.

Question: {question}
SQL Query: {query}
SQL Result: {result}
Answer: """
)