Callbacks Refactor [base] (#3256)

Co-authored-by: Nuno Campos <nuno@boringbits.io>
Co-authored-by: Davis Chase <130488702+dev2049@users.noreply.github.com>
Co-authored-by: Zander Chase <130414180+vowelparrot@users.noreply.github.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
This commit is contained in:
Ankush Gola
2023-04-30 11:14:09 -07:00
committed by GitHub
parent 18ec22fe56
commit d3ec00b566
208 changed files with 6394 additions and 3353 deletions
+48 -11
View File
@@ -1,12 +1,17 @@
# flake8: noqa
"""Tools for interacting with a SQL database."""
from pydantic import BaseModel, Extra, Field, validator, root_validator
from typing import Any, Dict
from typing import Any, Dict, Optional
from pydantic import BaseModel, Extra, Field, root_validator
from langchain.base_language import BaseLanguageModel
from langchain.callbacks.manager import (
AsyncCallbackManagerForToolRun,
CallbackManagerForToolRun,
)
from langchain.chains.llm import LLMChain
from langchain.prompts import PromptTemplate
from langchain.sql_database import SQLDatabase
from langchain.schema import BaseLanguageModel
from langchain.tools.base import BaseTool
from langchain.tools.sql_database.prompt import QUERY_CHECKER
@@ -35,11 +40,19 @@ class QuerySQLDataBaseTool(BaseSQLDatabaseTool, BaseTool):
If an error is returned, rewrite the query, check the query, and try again.
"""
def _run(self, query: str) -> str:
def _run(
self,
query: str,
run_manager: Optional[CallbackManagerForToolRun] = None,
) -> str:
"""Execute the query, return the results or an error message."""
return self.db.run_no_throw(query)
async def _arun(self, query: str) -> str:
async def _arun(
self,
query: str,
run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
) -> str:
raise NotImplementedError("QuerySqlDbTool does not support async")
@@ -54,11 +67,19 @@ class InfoSQLDatabaseTool(BaseSQLDatabaseTool, BaseTool):
Example Input: "table1, table2, table3"
"""
def _run(self, table_names: str) -> str:
def _run(
self,
table_names: str,
run_manager: Optional[CallbackManagerForToolRun] = None,
) -> str:
"""Get the schema for tables in a comma-separated list."""
return self.db.get_table_info_no_throw(table_names.split(", "))
async def _arun(self, table_name: str) -> str:
async def _arun(
self,
table_name: str,
run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
) -> str:
raise NotImplementedError("SchemaSqlDbTool does not support async")
@@ -68,11 +89,19 @@ class ListSQLDatabaseTool(BaseSQLDatabaseTool, BaseTool):
name = "list_tables_sql_db"
description = "Input is an empty string, output is a comma separated list of tables in the database."
def _run(self, tool_input: str = "") -> str:
def _run(
self,
tool_input: str = "",
run_manager: Optional[CallbackManagerForToolRun] = None,
) -> str:
"""Get the schema for a specific table."""
return ", ".join(self.db.get_usable_table_names())
async def _arun(self, tool_input: str = "") -> str:
async def _arun(
self,
tool_input: str = "",
run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
) -> str:
raise NotImplementedError("ListTablesSqlDbTool does not support async")
@@ -106,9 +135,17 @@ class QueryCheckerTool(BaseSQLDatabaseTool, BaseTool):
return values
def _run(self, query: str) -> str:
def _run(
self,
query: str,
run_manager: Optional[CallbackManagerForToolRun] = None,
) -> str:
"""Use the LLM to check the query."""
return self.llm_chain.predict(query=query, dialect=self.db.dialect)
async def _arun(self, query: str) -> str:
async def _arun(
self,
query: str,
run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
) -> str:
return await self.llm_chain.apredict(query=query, dialect=self.db.dialect)