Google Drive

pip install -qU  google-api-python-client google-auth-httplib2 google-auth-oauthlib langchain-community

folder_id = "root"
# folder_id='1yucgL9WGgWZdM1TOuKkeghlPizuzMYb5'

pip install -qU  unstructured langchain-googledrive

import os

from langchain_googledrive.tools.google_drive.tool import GoogleDriveSearchTool
from langchain_googledrive.utilities.google_drive import GoogleDriveAPIWrapper

os.environ["GOOGLE_ACCOUNT_FILE"] = "custom/path/to/credentials.json"

# By default, search only in the filename.
tool = GoogleDriveSearchTool(
    api_wrapper=GoogleDriveAPIWrapper(
        folder_id=folder_id,
        num_results=2,
        template="gdrive-query-in-folder",  # Search in the body of documents
    )
)

import logging

logging.basicConfig(level=logging.INFO)

tool.run("machine learning")

tool.description

"A wrapper around Google Drive Search. Useful for when you need to find a document in google drive. The input should be formatted as a list of entities separated with a space. As an example, a list of keywords is 'hello word'."

pip install -qU langgraph langchain-openai

import os

from langchain.chat_models import init_chat_model
from langchain.agents import create_agent


os.environ["OPENAI_API_KEY"] = "your-openai-api-key"


model = init_chat_model("gpt-4o-mini", model_provider="openai", temperature=0)
agent = create_agent(model, tools=[tool])

events = agent.stream(
    {"messages": [("user", "Search in google drive, who is 'Yann LeCun' ?")]},
    stream_mode="values",
)
for event in events:
    event["messages"][-1].pretty_print()