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1 .python-version #104

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1 .python-version
Buddychek Oct 2, 2026
a3be26b
Merge branch 'main' into feat/v2-migration
Buddychek Oct 2, 2026
3633eb8
fix: add additional error log entry for file creation failure
Buddychek Oct 4, 2026
f8021bb
fix: add additional error log entry for file creation failure
Buddychek Oct 4, 2026
9146f1e
Merge branches 'feat/v2-migration' and 'feat/v2-migration' of https:/…
Buddychek Oct 4, 2026
f40a148
Refactor code structure for improved readability and maintainability
Buddychek Oct 4, 2026
18d3cfb
fix: update README for improved clarity and accuracy
Buddychek Oct 4, 2026
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130 changes: 0 additions & 130 deletions CLAUDE.md
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34 changes: 18 additions & 16 deletions README.md
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Expand Up @@ -3,11 +3,7 @@
[![PyPI version](https://badge.fury.io/py/scrapegraph-py.svg)](https://badge.fury.io/py/scrapegraph-py)
[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)

<p align="center">
<a href="https://scrapegraphai.com">
<img src="media/banner.png" alt="ScrapeGraphAI Python SDK" style="width: 100%;">
</a>
</p>
[![ScrapeGraphAI Python SDK](media/banner.png)](https://scrapegraphai.com)

Official Python SDK for the [ScrapeGraphAI API](https://scrapegraphai.com).

Expand All @@ -30,27 +26,32 @@ sgai = ScrapeGraphAI()
result = sgai.scrape("https://example.com")

if result.status == "success":
print(result.data["results"]["markdown"]["data"])
print(result.data.results.get("markdown", {}).get("data"))
else:
print(result.error)
```

Every method returns `ApiResult[T]` — no exceptions to catch:

```python
@dataclass
class ApiResult(Generic[T]):
from pydantic import BaseModel
from typing import Generic, Literal, TypeVar

T = TypeVar("T")

class ApiResult(BaseModel, Generic[T]):
status: Literal["success", "error"]
data: T | None
error: str | None
elapsed_ms: int
```

## 🆚 Open Source vs Managed API

This SDK is a client for the **managed cloud API**. ScrapeGraphAI also ships an [open-source library](https://github.com/ScrapeGraphAI/Scrapegraph-ai) you can run yourself. This table explains the difference so you can pick the right one.

| | Open Source (`scrapegraphai`) | Managed API (this SDK) |
|---|---|---|
| --- | --- | --- |
| **What it is** | A Python library you run yourself | A hosted cloud service you call via SDK |
| **Where it runs** | Your own infrastructure (self-hosted) | ScrapeGraphAI cloud |
| **LLM** | Bring your own (OpenAI, Groq, Gemini, Azure, local via Ollama) | Managed for you |
Expand All @@ -67,10 +68,10 @@ This SDK is a client for the **managed cloud API**. ScrapeGraphAI also ships an

**Choose the managed API** (this SDK) if you want zero infrastructure, managed JS rendering & anti-bot, built-in **Crawl** and scheduled **Monitor** jobs, and the fastest path to production — billed per credit.

- Open-source library: https://github.com/ScrapeGraphAI/Scrapegraph-ai
- Python SDK: https://github.com/ScrapeGraphAI/scrapegraph-py
- JS/TS SDK: https://github.com/ScrapeGraphAI/scrapegraph-js
- API docs: https://docs.scrapegraphai.com/introduction
- [Open-source library](https://github.com/ScrapeGraphAI/Scrapegraph-ai)
- [Python SDK](https://github.com/ScrapeGraphAI/scrapegraph-py)
- [JS/TS SDK](https://github.com/ScrapeGraphAI/scrapegraph-js)
- [API docs](https://docs.scrapegraphai.com/introduction)

## API

Expand Down Expand Up @@ -108,6 +109,7 @@ res = sgai.scrape(
```

**Formats:**

- `markdown` — Clean markdown (modes: `normal`, `reader`, `prune`)
- `html` — Raw HTML (modes: `normal`, `reader`, `prune`)
- `links` — All links on the page
Expand Down Expand Up @@ -311,7 +313,7 @@ async with AsyncScrapeGraphAI() as sgai:
### Sync Examples

| Service | Example | Description |
|---------|---------|-------------|
| --- | --- | --- |
| scrape | [`scrape_basic.py`](examples/scrape/scrape_basic.py) | Basic markdown scraping |
| scrape | [`scrape_multi_format.py`](examples/scrape/scrape_multi_format.py) | Multiple formats |
| scrape | [`scrape_json_extraction.py`](examples/scrape/scrape_json_extraction.py) | Structured JSON extraction |
Expand All @@ -333,7 +335,7 @@ async with AsyncScrapeGraphAI() as sgai:
### Async Examples

| Service | Example | Description |
|---------|---------|-------------|
| --- | --- | --- |
| scrape | [`scrape_basic_async.py`](examples/scrape/scrape_basic_async.py) | Basic markdown scraping |
| scrape | [`scrape_multi_format_async.py`](examples/scrape/scrape_multi_format_async.py) | Multiple formats |
| scrape | [`scrape_json_extraction_async.py`](examples/scrape/scrape_json_extraction_async.py) | Structured JSON extraction |
Expand All @@ -355,7 +357,7 @@ async with AsyncScrapeGraphAI() as sgai:
## Environment Variables

| Variable | Description | Default |
|----------|-------------|---------|
| --- | --- | --- |
| `SGAI_API_KEY` | Your ScrapeGraphAI API key | — |
| `SGAI_API_URL` | Override API base URL | `https://v2-api.scrapegraphai.com/api` |
| `SGAI_DEBUG` | Enable debug logging (`"1"`) | off |
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