AI文档复制：一键复制任何文件用于海外业务场景

分类： AI应用场景 · 难度：初级

# Install document parsing and AI replication dependencies
pip install pypdf python-docx transformers torch replicate --upgrade

from pypdf import PdfReader
from docx import Document

def extract_document_structure(file_path):
    if file_path.endswith(".pdf"):
        reader = PdfReader(file_path)
        full_text = [page.extract_text() for page in reader.pages if page.extract_text()]
        return "\n".join(full_text)
    elif file_path.endswith(".docx"):
        doc = Document(file_path)
        return "\n".join(p.text for p in doc.paragraphs if p.text)

source_text = extract_document_structure("us-sales-contract.pdf")

def create_replication_prompt(source_text, target_region, adaptation_needs):
    prompt = f"Replicate for {target_region} with: {adaptation_needs}"
    return prompt.strip()

import replicate
replicate.api_token = "YOUR_REPLICATE_API_KEY"

def replicate_document(prompt):
    output = replicate.run(
        "meta/llama-3-70b-instruct:2796ee9483c3fd7aa2e171d38f4ca12251a306010498d3fb7f3f95139bbb789",
        input={{"prompt": prompt, "temperature": 0.1, "max_new_tokens": 4000}})
    return "".join(output)

replicated_doc = replicate_document(replication_prompt)

from docx import Document

def save_to_word(content, output_path):
    doc = Document()
    for line in content.split("\n"):
        line = line.strip()
        if not line: continue
        if line.startswith("### "):
            doc.add_heading(line.replace("### ", ""), level=3)
        elif line.startswith("- "):
            doc.add_paragraph(line.replace("- ", ""), style="List Bullet")
        else:
            doc.add_paragraph(line)
    doc.save(output_path)

save_to_word(replicated_doc, "eu-sales-contract-replica.docx")

def fine_tune_document(input_path, output_path, replacements):
    doc = Document(input_path)
    for p in doc.paragraphs:
        for old, new in replacements.items():
            if old in p.text:
                p.text = p.text.replace(old, new)
    doc.save(output_path)

eu_replacements = {{
    "data privacy": "data protection", "USD": "EUR", "MM/DD/YYYY": "DD/MM/YYYY"}}
fine_tune_document("eu-sales-contract.docx", "eu-sales-contract-final.docx", eu_replacements)

你将学到： 使用AI为海外市场复制专业文档的分步方法，含完整Python代码示例。