Document Processor

Analyze, summarize, and convert office documents.

Supported Formats

Quick Reference

PDF Text Extraction

import pdfplumber
with pdfplumber.open("doc.pdf") as pdf:
    text = "\n".join(p.extract_text() for p in pdf.pages)

Excel Reading

import openpyxl
wb = openpyxl.load_workbook("data.xlsx")
ws = wb.active
data = [[cell.value for cell in row] for row in ws.iter_rows()]

Word Document

from docx import Document
doc = Document("report.docx")
text = "\n".join(p.text for p in doc.paragraphs)

Workflows

Summarize PDF

1. Extract text with pdfplumber
2. Pass to Claude for summarization
3. Output markdown summary

Convert Excel to CSV

import pandas as pd
df = pd.read_excel("data.xlsx")
df.to_csv("data.csv", index=False)

Extract Tables from PDF

with pdfplumber.open("doc.pdf") as pdf:
    tables = pdf.pages[0].extract_tables()

Best Practices

• Use pdfplumber for complex PDFs (tables, layouts)
• Use pypdf for simple text extraction
• Convert to markdown for AI processing