Analyze a single long document

The AnalyzeDocumentChain takes in a single document, splits it up, and then runs it through a CombineDocumentsChain.

with open("../../state_of_the_union.txt") as f:
    state_of_the_union = f.read()

from langchain.llms import OpenAI
from langchain.chains import AnalyzeDocumentChain


llm = OpenAI(temperature=0)

from langchain.chains.question_answering import load_qa_chain

qa_chain = load_qa_chain(llm, chain_type="map_reduce")

qa_document_chain = AnalyzeDocumentChain(combine_docs_chain=qa_chain)

qa_document_chain.run(input_document=state_of_the_union, question="what did the president say about justice breyer?")

    ' The president thanked Justice Breyer for his service.'