How I Built a Data Analysis Assistant with BigQuery and Langchain

Since businesses generate massive amounts of data daily, pulling out useful insights from all this information can be tough, especially with complex datasets and huge volumes of data. But with generative AI, we can streamline and automate data analysis, making it efficient and accessible. In this article, I’ll show you how to set up and use an AI data analysis assistant using Google Langchain, OpenAI, BigQuery, and Data Loss Prevention .

messages import AIMessage from langchain_core.prompts import from langchain_core.prompts.chat import from langchain.memory import ConversationBufferMemory from langchain_experimental.utilities import PythonREPL from langchain_openai import ChatOpenAI, OpenAIEmbeddings from langchain.sql_database import SQLDatabase from langchain.tools import Tool service_account_file=f"{os.getcwd}/service-account-key.json" os.environ= os.

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