Golden Query
Golden provides a set of natural language APIs for querying and enrichment using the Golden Knowledge Graph e.g. queries such as:
Products from OpenAI,Generative ai companies with series a funding, andrappers who investcan be used to retrieve structured data about relevant entities.The
golden-querylangchain tool is a wrapper on top of theGolden Query API which enables programmatic access to these results.See theGolden Query API docs for more information.
This notebook goes over how to use thegolden-query tool.
- Go to theGolden API docs to get an overview about the Golden API.
- Get your API key from theGolden API Settings page.
- Save your API key into GOLDEN_API_KEY env variable
%pip install-qU langchain-community
import os
os.environ["GOLDEN_API_KEY"]=""
from langchain_community.utilities.golden_queryimport GoldenQueryAPIWrapper
API Reference:GoldenQueryAPIWrapper
golden_query= GoldenQueryAPIWrapper()
import json
json.loads(golden_query.run("companies in nanotech"))
{'results': [{'id': 4673886,
'latestVersionId': 60276991,
'properties': [{'predicateId': 'name',
'instances': [{'value': 'Samsung', 'citations': []}]}]},
{'id': 7008,
'latestVersionId': 61087416,
'properties': [{'predicateId': 'name',
'instances': [{'value': 'Intel', 'citations': []}]}]},
{'id': 24193,
'latestVersionId': 60274482,
'properties': [{'predicateId': 'name',
'instances': [{'value': 'Texas Instruments', 'citations': []}]}]},
{'id': 1142,
'latestVersionId': 61406205,
'properties': [{'predicateId': 'name',
'instances': [{'value': 'Advanced Micro Devices', 'citations': []}]}]},
{'id': 193948,
'latestVersionId': 58326582,
'properties': [{'predicateId': 'name',
'instances': [{'value': 'Freescale Semiconductor', 'citations': []}]}]},
{'id': 91316,
'latestVersionId': 60387380,
'properties': [{'predicateId': 'name',
'instances': [{'value': 'Agilent Technologies', 'citations': []}]}]},
{'id': 90014,
'latestVersionId': 60388078,
'properties': [{'predicateId': 'name',
'instances': [{'value': 'Novartis', 'citations': []}]}]},
{'id': 237458,
'latestVersionId': 61406160,
'properties': [{'predicateId': 'name',
'instances': [{'value': 'Analog Devices', 'citations': []}]}]},
{'id': 3941943,
'latestVersionId': 60382250,
'properties': [{'predicateId': 'name',
'instances': [{'value': 'AbbVie Inc.', 'citations': []}]}]},
{'id': 4178762,
'latestVersionId': 60542667,
'properties': [{'predicateId': 'name',
'instances': [{'value': 'IBM', 'citations': []}]}]}],
'next': 'https://golden.com/api/v2/public/queries/59044/results/?cursor=eyJwb3NpdGlvbiI6IFsxNzYxNiwgIklCTS04M1lQM1oiXX0%3D&pageSize=10',
'previous': None}
Related
- Toolconceptual guide
- Toolhow-to guides