langchain/templates/csv-agent/ingest.py

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from langchain.document_loaders import CSVLoader
from langchain.tools.retriever import create_retriever_tool
from langchain.indexes import VectorstoreIndexCreator
from langchain.vectorstores import FAISS
loader = CSVLoader('/Users/harrisonchase/Downloads/titanic.csv')
docs = loader.load()
index_creator = VectorstoreIndexCreator(vectorstore_cls=FAISS)
index = index_creator.from_documents(docs)
index.vectorstore.save_local("titanic_data")