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from adrf.views import APIView as AsyncAPIView | |
from drf_spectacular.utils import extend_schema | |
from rest_framework.views import APIView | |
from rest_framework.response import Response | |
from rest_framework.parsers import MultiPartParser | |
from langchain.text_splitter import RecursiveCharacterTextSplitter | |
from langchain_huggingface import HuggingFaceEmbeddings | |
# from langchain_community.embeddings import HuggingFaceEmbeddings | |
from langchain.prompts import PromptTemplate | |
from langchain_core.prompts import ChatPromptTemplate | |
from langchain_community.document_loaders import PyPDFLoader, Docx2txtLoader | |
from langchain_community.vectorstores import Chroma | |
from langchain_google_genai import ChatGoogleGenerativeAI | |
# from langchain_community.chat_models import ChatOpenAI | |
from langchain_openai import ChatOpenAI | |
from langchain.schema import Document | |
from langchain.chains import create_extraction_chain | |
from rank_bm25 import BM25Okapi | |