| import streamlit as st | |
| from langchain.embeddings import HuggingFaceEmbeddings | |
| from langchain.vectorstores import FAISS | |
| from pdfminer.high_level import extract_text | |
| st.title("Embedding Creation for Langchain") | |
| st.header("File Upload") | |
| files = st.file_uploader("Upload your files", accept_multiple_files=True, type="pdf") | |
| if files: | |
| st.header("PDFs to Text") | |
| if st.button("Convert"): | |
| for file in files: | |
| text = extract_text(file) | |
| st.write(text) |