2023-12-11 21:53:30 +00:00
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from typing import Dict, List
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2024-04-26 21:45:51 +00:00
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from langchain_core.tools import BaseToolkit
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2023-12-11 21:53:30 +00:00
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from langchain_community.tools import BaseTool
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from langchain_community.tools.nasa.prompt import (
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NASA_CAPTIONS_PROMPT,
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NASA_MANIFEST_PROMPT,
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NASA_METADATA_PROMPT,
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NASA_SEARCH_PROMPT,
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)
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from langchain_community.tools.nasa.tool import NasaAction
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from langchain_community.utilities.nasa import NasaAPIWrapper
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class NasaToolkit(BaseToolkit):
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"""Nasa Toolkit."""
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tools: List[BaseTool] = []
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@classmethod
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def from_nasa_api_wrapper(cls, nasa_api_wrapper: NasaAPIWrapper) -> "NasaToolkit":
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operations: List[Dict] = [
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{
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"mode": "search_media",
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"name": "Search NASA Image and Video Library media",
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"description": NASA_SEARCH_PROMPT,
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},
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{
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"mode": "get_media_metadata_manifest",
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"name": "Get NASA Image and Video Library media metadata manifest",
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"description": NASA_MANIFEST_PROMPT,
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},
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{
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"mode": "get_media_metadata_location",
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"name": "Get NASA Image and Video Library media metadata location",
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"description": NASA_METADATA_PROMPT,
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},
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{
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"mode": "get_video_captions_location",
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"name": "Get NASA Image and Video Library video captions location",
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"description": NASA_CAPTIONS_PROMPT,
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},
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]
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tools = [
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NasaAction(
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name=action["name"],
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description=action["description"],
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mode=action["mode"],
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api_wrapper=nasa_api_wrapper,
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)
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for action in operations
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]
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2024-05-13 18:55:07 +00:00
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return cls(tools=tools) # type: ignore[arg-type]
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2023-12-11 21:53:30 +00:00
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def get_tools(self) -> List[BaseTool]:
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"""Get the tools in the toolkit."""
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return self.tools
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