Files
langchain/docs/docs/integrations/providers/scrapegraph.mdx
Marco Perini 2354bb7bfa partners: 🕷️🦜 ScrapeGraph API Integration (#28559)
Hi Langchain team!

I'm the co-founder and mantainer at
[ScrapeGraphAI](https://scrapegraphai.com/).
By following the integration
[guide](https://python.langchain.com/docs/contributing/how_to/integrations/publish/)
on your site, I have created a new lib called
[langchain-scrapegraph](https://github.com/ScrapeGraphAI/langchain-scrapegraph).

With this PR I would like to integrate Scrapegraph as provider in
Langchain, adding the required documentation files.
Let me know if there are some changes to be made to be properly
integrated both in the lib and in the documentation.

Thank you 🕷️🦜

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
2024-12-09 02:38:21 +00:00

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# ScrapeGraph AI
>[ScrapeGraph AI](https://scrapegraphai.com) is a service that provides AI-powered web scraping capabilities.
>It offers tools for extracting structured data, converting webpages to markdown, and processing local HTML content
>using natural language prompts.
## Installation and Setup
Install the required packages:
```bash
pip install langchain-scrapegraph
```
Set up your API key:
```bash
export SGAI_API_KEY="your-scrapegraph-api-key"
```
## Tools
See a [usage example](/docs/integrations/tools/scrapegraph).
There are four tools available:
```python
from langchain_scrapegraph.tools import (
SmartScraperTool, # Extract structured data from websites
MarkdownifyTool, # Convert webpages to markdown
LocalScraperTool, # Process local HTML content
GetCreditsTool, # Check remaining API credits
)
```
Each tool serves a specific purpose:
- `SmartScraperTool`: Extract structured data from websites given a URL, prompt and optional output schema
- `MarkdownifyTool`: Convert any webpage to clean markdown format
- `LocalScraperTool`: Extract structured data from a local HTML file given a prompt and optional output schema
- `GetCreditsTool`: Check your remaining ScrapeGraph AI credits