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---
title: Extract PDF content tool from file upload
emoji: 🗂️
colorFrom: green
colorTo: pink
sdk: gradio
sdk_version: 5.11.0
app_file: app.py
pinned: true
tags:
- tool
- pdf
---
Use this tool for extracting data from pdf.
Small example:
```py
pdf_extraction_tool = Tool.from_space(
"matterattetatte/pdf-extractor-tool",
name="pdf-extractor",
description="Extract data"
)
pdf_extraction_tool("Extract all headlines from all pdfs in folder pdfs")
```
Full-fledged example (managed and managing agents):
```py
from smolagents import CodeAgent, HfApiModel, ManagedAgent, ToolCallingAgent, GradioUI, Tool
from huggingface_hub import login
import os
login('hf_*******')
pdf_agent = ToolCallingAgent(
tools=[Tool.from_space("matterattetatte/pdf-extractor-tool", name="pdf-extractor", description="Extract data")],
model=HfApiModel(),
max_steps=4,
)
managed_pdf_agent = ManagedAgent(
agent=pdf_agent,
name="extraction",
description="Returns the content of pdf files in a string. Give it your path as an argument. Also, this agent should link to the files it is are using.",
)
manager_agent = CodeAgent(
tools=[],
model=HfApiModel(model_id = "Qwen/Qwen2.5-Coder-32B-Instruct"),
managed_agents=[managed_pdf_agent],
additional_authorized_imports=['os', 're'],
)
manager_agent.run("Read file pdfs/my_file.pdf and summarize its content for me. I want to understand how to do things")
GradioUI(manager_agent).launch()
``` |