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import os from dotenv import load_dotenv load_dotenv() import nest_asyncio #useful in Windows 10/11/ & WSL nest_asyncio.apply() from pprint import pprint from docx import Document from docx.shared import Inches, Pt from docx.enum.text import WD_PARAGRAPH_ALIGNMENT from langchain.schema import ( AIMessage, HumanMessage, SystemMessage ) from langchain.chat_models import ChatOpenAI from langchain.document_loaders import AsyncHtmlLoader from langchain.document_transformers import BeautifulSoupTransformer url = ["https://www.example.com/"] def summarize_weblink(url): loader = AsyncHtmlLoader(url) docs = loader.load() bs_transformer = BeautifulSoupTransformer() docs_transformed = bs_transformer.transform_documents(docs, tags_to_extract=["div"]) chat = ChatOpenAI() messages = [ SystemMessage(content="You are a helpful assistant that summarize product specification from given input. List top 5 product features. Below the top 5 print price of the product"), HumanMessage(content=docs_transformed[0].page_content)] summary = chat(messages) return summary.content def write_to_docx(filename="output.docx", logo_path="logo.png"): doc = Document() section = doc.sections[0] header = section.header header.paragraphs[0].add_run().add_picture(logo_path, width=Inches(1.5)) # Adjust width as needed footer = section.footer footer.paragraphs[0].text = "Firma XYZ, Miasto, ul. Ulica 7, email: biuro@gmail.com" for _ in range(6): doc.add_paragraph() oferta_paragraph = doc.add_paragraph() oferta_paragraph.alignment = WD_PARAGRAPH_ALIGNMENT.CENTER run = oferta_paragraph.add_run("Oferta handlowa") run.font.size = Pt(24) text = summarize_weblink(url) doc.add_paragraph(text) doc.save(filename) print(f"Text saved to {filename}") if __name__ == "__main__": write_to_docx()
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