notes.md

with open("foo.pkl", 'rb') as f: new_docsearch = pickle.load(f)

docsearch = FAISS.from_texts(texts, new_docsearch) query = "I am student and I want to know what statistical tests were used in the study, which results were statistically significant, and how could I use this when teaching biology" docs = docsearch.similarity_search(query) #print(docs[0].page_content) from langchain.chains.question_answering import load_qa_chain from langchain.llms import OpenAI chain = load_qa_chain(OpenAI(temperature=1.2), chain_type="stuff") resp = chain.run(input_documents=docs, question=query) print(resp)

Template for app from: https://huggingface.co/spaces/anzorq/chatgpt-demo