mirror of
https://github.com/hwchase17/langchain
synced 2024-11-18 09:25:54 +00:00
58 lines
1.9 KiB
Python
58 lines
1.9 KiB
Python
|
from typing import Dict, List
|
||
|
|
||
|
from langchain_community.agent_toolkits.base import BaseToolkit
|
||
|
from langchain_community.tools import BaseTool
|
||
|
from langchain_community.tools.nasa.prompt import (
|
||
|
NASA_CAPTIONS_PROMPT,
|
||
|
NASA_MANIFEST_PROMPT,
|
||
|
NASA_METADATA_PROMPT,
|
||
|
NASA_SEARCH_PROMPT,
|
||
|
)
|
||
|
from langchain_community.tools.nasa.tool import NasaAction
|
||
|
from langchain_community.utilities.nasa import NasaAPIWrapper
|
||
|
|
||
|
|
||
|
class NasaToolkit(BaseToolkit):
|
||
|
"""Nasa Toolkit."""
|
||
|
|
||
|
tools: List[BaseTool] = []
|
||
|
|
||
|
@classmethod
|
||
|
def from_nasa_api_wrapper(cls, nasa_api_wrapper: NasaAPIWrapper) -> "NasaToolkit":
|
||
|
operations: List[Dict] = [
|
||
|
{
|
||
|
"mode": "search_media",
|
||
|
"name": "Search NASA Image and Video Library media",
|
||
|
"description": NASA_SEARCH_PROMPT,
|
||
|
},
|
||
|
{
|
||
|
"mode": "get_media_metadata_manifest",
|
||
|
"name": "Get NASA Image and Video Library media metadata manifest",
|
||
|
"description": NASA_MANIFEST_PROMPT,
|
||
|
},
|
||
|
{
|
||
|
"mode": "get_media_metadata_location",
|
||
|
"name": "Get NASA Image and Video Library media metadata location",
|
||
|
"description": NASA_METADATA_PROMPT,
|
||
|
},
|
||
|
{
|
||
|
"mode": "get_video_captions_location",
|
||
|
"name": "Get NASA Image and Video Library video captions location",
|
||
|
"description": NASA_CAPTIONS_PROMPT,
|
||
|
},
|
||
|
]
|
||
|
tools = [
|
||
|
NasaAction(
|
||
|
name=action["name"],
|
||
|
description=action["description"],
|
||
|
mode=action["mode"],
|
||
|
api_wrapper=nasa_api_wrapper,
|
||
|
)
|
||
|
for action in operations
|
||
|
]
|
||
|
return cls(tools=tools)
|
||
|
|
||
|
def get_tools(self) -> List[BaseTool]:
|
||
|
"""Get the tools in the toolkit."""
|
||
|
return self.tools
|