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tools.py
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# Copyright (C) 2024 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import os
import requests
from comps.cores.telemetry.opea_telemetry import opea_telemetry, tracer
from tools.pycragapi import CRAG
@opea_telemetry
def search_web_base(query: str) -> str:
import os
from langchain_core.tools import Tool
from langchain_google_community import GoogleSearchAPIWrapper
search = GoogleSearchAPIWrapper()
tool = Tool(
name="google_search",
description="Search Google for recent results.",
func=search.run,
)
response = tool.run(query)
return response
@opea_telemetry
def search_knowledge_base(query: str) -> str:
"""Search a knowledge base about music and singers for a given query.
Returns text related to the query.
"""
url = os.environ.get("WORKER_AGENT_URL")
print(url)
proxies = {"http": ""}
payload = {
"messages": query,
}
response = requests.post(url, json=payload, proxies=proxies)
return response.json()["text"]
@opea_telemetry
def search_sql_database(query: str) -> str:
"""Search a SQL database on artists and their music with a natural language query.
Returns text related to the query.
"""
url = os.environ.get("SQL_AGENT_URL")
print(url)
proxies = {"http": ""}
payload = {
"messages": query,
}
response = requests.post(url, json=payload, proxies=proxies)
return response.json()["text"]
@opea_telemetry
def get_grammy_best_artist_by_year(year: int) -> dict:
"""Get the Grammy Best New Artist for a specific year."""
api = CRAG()
year = int(year)
return api.music_grammy_get_best_artist_by_year(year)
@opea_telemetry
def get_members(band_name: str) -> dict:
"""Get the member list of a band."""
api = CRAG()
return api.music_get_members(band_name)
@opea_telemetry
def get_artist_birth_place(artist_name: str) -> dict:
"""Get the birthplace of an artist."""
api = CRAG()
return api.music_get_artist_birth_place(artist_name)
@opea_telemetry
def get_billboard_rank_date(rank: int, date: str = None) -> dict:
"""Get Billboard ranking for a specific rank and date."""
api = CRAG()
rank = int(rank)
return api.music_get_billboard_rank_date(rank, date)
@opea_telemetry
def get_song_release_date(song_name: str) -> dict:
"""Get the release date of a song."""
api = CRAG()
return api.music_get_song_release_date(song_name)