Psychic 阅读器¶
演示了灵Psychic 数据连接器。用于通过单个与LlamaIndex兼容的API从许多SaaS工具查询数据。
先决条件¶
必须先从Psychic 仪表板或React钩子建立连接,然后才能加载文档。有关更多信息,请参阅 https://docs.psychic.dev/。
如果您在colab上打开这个笔记本,您可能需要安装LlamaIndex 🦙。
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%pip install llama-index-readers-psychic
%pip install llama-index-readers-psychic
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!pip install llama-index
!pip install llama-index
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import logging
import sys
import os
logging.basicConfig(stream=sys.stdout, level=logging.INFO)
logging.getLogger().addHandler(logging.StreamHandler(stream=sys.stdout))
import logging
import sys
import os
logging.basicConfig(stream=sys.stdout, level=logging.INFO)
logging.getLogger().addHandler(logging.StreamHandler(stream=sys.stdout))
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from llama_index.core import SummaryIndex
from llama_index.readers.psychic import PsychicReader
from IPython.display import Markdown, display
from llama_index.core import SummaryIndex
from llama_index.readers.psychic import PsychicReader
from IPython.display import Markdown, display
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# 从https://dashboard.psychic.dev/api-keys获取Psychic API密钥
psychic_key = "PSYCHIC_API_KEY"
# 连接器ID和账户ID通常根据应用程序状态进行程序化设置。
account_id = "ACCOUNT_ID"
connector_id = "notion"
documents = PsychicReader(psychic_key=psychic_key).load_data(
connector_id=connector_id, account_id=account_id
)
# 从https://dashboard.psychic.dev/api-keys获取Psychic API密钥
psychic_key = "PSYCHIC_API_KEY"
# 连接器ID和账户ID通常根据应用程序状态进行程序化设置。
account_id = "ACCOUNT_ID"
connector_id = "notion"
documents = PsychicReader(psychic_key=psychic_key).load_data(
connector_id=connector_id, account_id=account_id
)
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# 将日志记录设置为DEBUG,以获得更详细的输出
os.environ["OPENAI_API_KEY"] = "OPENAI_API_KEY"
index = SummaryIndex.from_documents(documents)
query_engine = index.as_query_engine()
response = query_engine.query("What is Psychic's privacy policy?")
display(Markdown(f"<b>{response}</b>"))
# 将日志记录设置为DEBUG,以获得更详细的输出
os.environ["OPENAI_API_KEY"] = "OPENAI_API_KEY"
index = SummaryIndex.from_documents(documents)
query_engine = index.as_query_engine()
response = query_engine.query("What is Psychic's privacy policy?")
display(Markdown(f"{response}"))
INFO:llama_index.token_counter.token_counter:> [build_index_from_nodes] Total LLM token usage: 0 tokens > [build_index_from_nodes] Total LLM token usage: 0 tokens > [build_index_from_nodes] Total LLM token usage: 0 tokens > [build_index_from_nodes] Total LLM token usage: 0 tokens INFO:llama_index.token_counter.token_counter:> [build_index_from_nodes] Total embedding token usage: 0 tokens > [build_index_from_nodes] Total embedding token usage: 0 tokens > [build_index_from_nodes] Total embedding token usage: 0 tokens > [build_index_from_nodes] Total embedding token usage: 0 tokens INFO:llama_index.token_counter.token_counter:> [get_response] Total LLM token usage: 2383 tokens > [get_response] Total LLM token usage: 2383 tokens > [get_response] Total LLM token usage: 2383 tokens > [get_response] Total LLM token usage: 2383 tokens INFO:llama_index.token_counter.token_counter:> [get_response] Total embedding token usage: 0 tokens > [get_response] Total embedding token usage: 0 tokens > [get_response] Total embedding token usage: 0 tokens > [get_response] Total embedding token usage: 0 tokens
Psychic's privacy policy explains how we access, use, store, and share Google user data when you connect your Google Drive or other Google services to our application. By using Psychic, you agree to this Privacy Policy and our Terms of Service. We use the information we collect for the following purposes: to provide you with the Psychic services, including allowing you to access, view, and query files and folders stored in your connected Google Drive; to improve our services, including analyzing usage patterns and troubleshooting issues; and to communicate with you about important updates, promotions, or news related to Psychic. We take the security of your information seriously and implement appropriate security measures to protect it. We may share your information in certain cases, such as with service providers who assist us in providing and maintaining Psychic services, as required by law, or to protect the rights, property, or safety of Psychic, our users, or the public. Psychic provides in-product privacy notifications to inform you about the ways we access, use, store, and share your Google user data. We may update this Privacy Policy from time to time, and your continued use of Psychic after any changes to this Privacy Policy constitutes your acceptance of the updated policy.