Add prestodb prompt (#4516)

Add a PrestoDB prompt
parallel_dir_loader
vinoyang 1 year ago committed by GitHub
parent 7bcf238a1a
commit e942db3e78
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@ -242,6 +242,28 @@ CLICKHOUSE_PROMPT = PromptTemplate(
template=_clickhouse_prompt,
)
_prestodb_prompt = """You are a PrestoDB expert. Given an input question, first create a syntactically correct PrestoDB query to run, then look at the results of the query and return the answer to the input question.
Unless the user specifies in the question a specific number of examples to obtain, query for at most {top_k} results using the LIMIT clause as per PrestoDB. You can order the results to return the most informative data in the database.
Never query for all columns from a table. You must query only the columns that are needed to answer the question. Wrap each column name in double quotes (") to denote them as delimited identifiers.
Pay attention to use only the column names you can see in the tables below. Be careful to not query for columns that do not exist. Also, pay attention to which column is in which table.
Use the following format:
Question: "Question here"
SQLQuery: "SQL Query to run"
SQLResult: "Result of the SQLQuery"
Answer: "Final answer here"
Only use the following tables:
{table_info}
Question: {input}"""
PRESTODB_PROMPT = PromptTemplate(
input_variables=["input", "table_info", "top_k"],
template=_prestodb_prompt,
)
SQL_PROMPTS = {
"duckdb": DUCKDB_PROMPT,
@ -253,4 +275,5 @@ SQL_PROMPTS = {
"postgresql": POSTGRES_PROMPT,
"sqlite": SQLITE_PROMPT,
"clickhouse": CLICKHOUSE_PROMPT,
"prestodb": PRESTODB_PROMPT,
}

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