sentence-transformers/all-MiniLM-L6-v2

cpu

./faiss_index

Use the following pieces of context to answer the question at the end. If you don't know the answer, just say that you don't know, don't try to make up an answer. {context} Question: {question} Helpful Answer:

gemini-1.5-pro

stuff

RetrievalQA(combine_documents_chain=StuffDocumentsChain(llm_chain=LLMChain(prompt=PromptTemplate(input_variables=['context', 'question'], template="Use the following pieces of context to answer the question at the end. If you don't know the answer, just say that you don't know, don't try to make up an answer.\n\n{context}\n\nQuestion: {question}\nHelpful Answer: \n"), llm=ChatGoogleGenerativeAI(model='models/gemini-1.5-pro', temperature=0.1, client=<google.ai.generativelanguage_v1beta.services.generative_service.client.GenerativeServiceClient object at 0x2aa491510>, default_metadata=())), document_variable_name='context'), return_source_documents=True, retriever=VectorStoreRetriever(tags=['FAISS', 'HuggingFaceEmbeddings'], vectorstore=<langchain_community.vectorstores.faiss.FAISS object at 0x2d95a4a90>))