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from llama_index.core import PromptTemplate
instruction_str = """\
1. Convert the query to executable Python code using Pandas.
2. The final line of code should be a Python expression that can be called with the `eval()` function.
3. The code should represent a solution to the query.
4. PRINT ONLY THE EXPRESSION.
5. Do not quote the expression."""
new_prompt = PromptTemplate(
"""\
You are working with a pandas dataframe in Python.
The name of the dataframe is `df`.
This is the result of `print(df.head())`:
{df_str}
Follow these instructions:
{instruction_str}
Query: {query_str}
Expression: """
)
context = """Purpose: The primary role of this agent is to assist users by providing accurate
information about world population statistics and details about a country. """ |