Add Italian README translation and fix outdated links (#1070) (#1071)

* feat: add OpenAI Batch API support for SmartScraperMultiGraph (#1036)

Add SmartScraperMultiBatchGraph that uses the OpenAI Batch API for LLM
calls, providing ~50% cost savings when real-time results aren't needed.

Key features:
- SmartScraperMultiBatchGraph: 3-phase pipeline (fetch/parse → batch
  submit → merge) that separates HTML fetching from LLM generation
- BatchGenerateAnswerNode: collects prompts from all URLs and submits
  them as a single OpenAI Batch API request
- utils/batch_api.py: helpers for creating, polling, and retrieving
  batch results with doc_id → URL mapping
- Per-document error handling: partial failures don't break the batch
- Configurable polling interval and max wait time
- OpenAI-only validation (rejects non-OpenAI providers gracefully)
- Results sorted by custom_id for consistent ordering
- 18 unit tests with 100% pass rate

Usage:
  graph = SmartScraperMultiBatchGraph(
      prompt='Extract key points',
      source=['https://url1.com', 'https://url2.com'],
      config={'llm': {'model': 'openai/gpt-4o-mini'}}
  )
  result = graph.run()

Closes #1036

* ci(release): 1.60.0-beta.2 [skip ci]

## [1.60.0-beta.2](v1.60.0-beta.1...v1.60.0-beta.2) (2026-02-24)

### Features

* add OpenAI Batch API support for SmartScraperMultiGraph ([#1036](#1036)) ([9d4eba1](9d4eba1))

* fix: update broken test imports to match current API

- Replace removed ScrapeGraph with SmartScraperGraph in scrape_graph_test.py
- Replace renamed convert_to_csv/convert_to_json with export_to_csv/export_to_json in xml_scraper_openai_test.py

* ci(release): 1.60.0-beta.3 [skip ci]

## [1.60.0-beta.3](v1.60.0-beta.2...v1.60.0-beta.3) (2026-03-15)

### Bug Fixes

* update broken test imports to match current API ([536e5ad](536e5ad))

* ci(release): 1.76.0-beta.1 [skip ci]

## [1.76.0-beta.1](v1.75.1...v1.76.0-beta.1) (2026-04-07)

### Features

* add OpenAI Batch API support for SmartScraperMultiGraph ([#1036](#1036)) ([9d4eba1](9d4eba1))

### Bug Fixes

* update broken test imports to match current API ([536e5ad](536e5ad))

### CI

* **release:** 1.60.0-beta.2 [skip ci] ([54d1473](54d1473)), closes [#1036](#1036)
* **release:** 1.60.0-beta.3 [skip ci] ([637c696](637c696))
* reduce GitHub Actions costs by ~85% on PRs ([403080a](403080a))

* ci(release): 2.1.0-beta.1 [skip ci]

## [2.1.0-beta.1](v2.0.0...v2.1.0-beta.1) (2026-04-19)

### Features

* add OpenAI Batch API support for SmartScraperMultiGraph ([#1036](#1036)) ([9d4eba1](9d4eba1))

### Bug Fixes

* update broken test imports to match current API ([536e5ad](536e5ad))

### CI

* **release:** 1.60.0-beta.2 [skip ci] ([54d1473](54d1473)), closes [#1036](#1036)
* **release:** 1.60.0-beta.3 [skip ci] ([637c696](637c696))
* **release:** 1.76.0-beta.1 [skip ci] ([35ec272](35ec272)), closes [#1036](#1036) [#1036](#1036)

* Add Italian README translation and fix outdated links (#1070)

* fix(batch): use langchain_core.prompts for PromptTemplate import

langchain 1.x removed langchain.prompts; import from langchain_core
to fix ModuleNotFoundError causing all test collection to fail.

* ci(release): 2.2.0-beta.1 [skip ci]

## [2.2.0-beta.1](v2.1.1...v2.2.0-beta.1) (2026-05-16)

### Features

* add OpenAI Batch API support for SmartScraperMultiGraph ([#1036](#1036)) ([9d4eba1](9d4eba1))

### Bug Fixes

* update broken test imports to match current API ([536e5ad](536e5ad))
* **batch:** use langchain_core.prompts for PromptTemplate import ([24127da](24127da))

### CI

* **release:** 1.60.0-beta.2 [skip ci] ([54d1473](54d1473)), closes [#1036](#1036)
* **release:** 1.60.0-beta.3 [skip ci] ([637c696](637c696))
* **release:** 1.76.0-beta.1 [skip ci] ([35ec272](35ec272)), closes [#1036](#1036) [#1036](#1036)
* **release:** 2.1.0-beta.1 [skip ci] ([a2ea9eb](a2ea9eb)), closes [#1036](#1036) [#1036](#1036) [#1036](#1036) [#1036](#1036)

---------

Co-authored-by: MrAliHasan <mrali.hassan997@gmail.com>
Co-authored-by: semantic-release-bot <semantic-release-bot@martynus.net>
Co-authored-by: khadyottakale <khadyottakale@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Gabriele Maria Bellavia <gabriele.bellavia.m@gmail.com>

Author: 6 people

CHANGELOG.md

@@ -1,3 +1,24 @@
+## [2.2.0-beta.1](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v2.1.1...v2.2.0-beta.1) (2026-05-16)
+
+
+### Features
+
+* add OpenAI Batch API support for SmartScraperMultiGraph ([#1036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1036)) ([9d4eba1](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/9d4eba1f154953e401982da7eff85686293b9a48))
+
+
+### Bug Fixes
+
+* update broken test imports to match current API ([536e5ad](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/536e5adcde179a12ec146bd8a10cbf654e0eeeaa))
+* **batch:** use langchain_core.prompts for PromptTemplate import ([24127da](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/24127dad8c049601befd0e9157ec8a26609b45e1))
+
+
+### CI
+
+* **release:** 1.60.0-beta.2 [skip ci] ([54d1473](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/54d147309dc7a1ce1b191c3e4feb927ee3ff4392)), closes [#1036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1036)
+* **release:** 1.60.0-beta.3 [skip ci] ([637c696](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/637c696da77da1bb916a4ece03bd66fea50be47e))
+* **release:** 1.76.0-beta.1 [skip ci] ([35ec272](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/35ec272b6f267a164fac67a26787396db548e2a7)), closes [#1036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1036) [#1036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1036)
+* **release:** 2.1.0-beta.1 [skip ci] ([a2ea9eb](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/a2ea9eb45f1406aac054e057c19a6bbf806fc38a)), closes [#1036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1036) [#1036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1036) [#1036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1036) [#1036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1036)
+
 ## [2.1.1](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v2.1.0...v2.1.1) (2026-05-10)
 
 
@@ -17,6 +38,25 @@
 
 * **docs:** drop Sphinx/RTD setup, point doc links to docs.scrapegraphai.com ([efe336e](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/efe336ec3f88da90dcc4923776e7da088278147b))
 
+## [2.1.0-beta.1](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v2.0.0...v2.1.0-beta.1) (2026-04-19)
+
+
+### Features
+
+* add OpenAI Batch API support for SmartScraperMultiGraph ([#1036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1036)) ([9d4eba1](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/9d4eba1f154953e401982da7eff85686293b9a48))
+
+
+### Bug Fixes
+
+* update broken test imports to match current API ([536e5ad](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/536e5adcde179a12ec146bd8a10cbf654e0eeeaa))
+
+
+### CI
+
+* **release:** 1.60.0-beta.2 [skip ci] ([54d1473](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/54d147309dc7a1ce1b191c3e4feb927ee3ff4392)), closes [#1036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1036)
+* **release:** 1.60.0-beta.3 [skip ci] ([637c696](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/637c696da77da1bb916a4ece03bd66fea50be47e))
+* **release:** 1.76.0-beta.1 [skip ci] ([35ec272](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/35ec272b6f267a164fac67a26787396db548e2a7)), closes [#1036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1036) [#1036](https://github.com/ScrapeGraphAI/Scrapegraph-ai/issues/1036)
+
 ## [2.0.0](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.76.0...v2.0.0) (2026-04-19)
 
 

README.md

@@ -10,21 +10,22 @@
   </a>
 </p>
 
-[English](https://github.com/VinciGit00/Scrapegraph-ai/blob/main/README.md) | [中文](https://github.com/VinciGit00/Scrapegraph-ai/blob/main/docs/chinese.md) | [日本語](https://github.com/VinciGit00/Scrapegraph-ai/blob/main/docs/japanese.md)
-| [한국어](https://github.com/VinciGit00/Scrapegraph-ai/blob/main/docs/korean.md)
-| [Русский](https://github.com/VinciGit00/Scrapegraph-ai/blob/main/docs/russian.md) | [Türkçe](https://github.com/VinciGit00/Scrapegraph-ai/blob/main/docs/turkish.md)
+[English](https://github.com/ScrapeGraphAI/Scrapegraph-ai/blob/main/README.md) | [中文](https://github.com/ScrapeGraphAI/Scrapegraph-ai/blob/main/docs/chinese.md) | [日本語](https://github.com/ScrapeGraphAI/Scrapegraph-ai/blob/main/docs/japanese.md)
+| [한국어](https://github.com/ScrapeGraphAI/Scrapegraph-ai/blob/main/docs/korean.md)
+| [Русский](https://github.com/ScrapeGraphAI/Scrapegraph-ai/blob/main/docs/russian.md) | [Türkçe](https://github.com/ScrapeGraphAI/Scrapegraph-ai/blob/main/docs/turkish.md)
 | [Deutsch](https://www.readme-i18n.com/ScrapeGraphAI/Scrapegraph-ai?lang=de)
 | [Español](https://www.readme-i18n.com/ScrapeGraphAI/Scrapegraph-ai?lang=es)
 | [français](https://www.readme-i18n.com/ScrapeGraphAI/Scrapegraph-ai?lang=fr)
-| [Português](https://github.com/VinciGit00/Scrapegraph-ai/blob/main/docs/portuguese.md)
+| [Português](https://github.com/ScrapeGraphAI/Scrapegraph-ai/blob/main/docs/portuguese.md)
+| [Italiano](https://github.com/ScrapeGraphAI/Scrapegraph-ai/blob/main/docs/italian.md)
 
 [![PyPI Downloads](https://static.pepy.tech/personalized-badge/scrapegraphai?period=total&units=INTERNATIONAL_SYSTEM&left_color=BLACK&right_color=GREEN&left_text=downloads)](https://pepy.tech/projects/scrapegraphai)
 
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg?style=for-the-badge)](https://opensource.org/licenses/MIT)
 [![](https://dcbadge.vercel.app/api/server/gkxQDAjfeX)](https://discord.gg/gkxQDAjfeX)
 
 <p align="center">
-<a href="https://trendshift.io/repositories/9761" target="_blank"><img src="https://trendshift.io/api/badge/repositories/9761" alt="VinciGit00%2FScrapegraph-ai | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+<a href="https://trendshift.io/repositories/15078" target="_blank"><img src="https://trendshift.io/api/badge/repositories/15078" alt="ScrapeGraphAI%2FScrapegraph-ai | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
 <p align="center">
 
 [ScrapeGraphAI](https://scrapegraphai.com) is a *web scraping* python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents (XML, HTML, JSON, Markdown, etc.).
@@ -162,7 +163,7 @@ The documentation for ScrapeGraphAI can be found [here](https://docs.scrapegraph
 
 Feel free to contribute and join our Discord server to discuss with us improvements and give us suggestions!
 
-Please see the [contributing guidelines](https://github.com/VinciGit00/Scrapegraph-ai/blob/main/CONTRIBUTING.md).
+Please see the [contributing guidelines](https://github.com/ScrapeGraphAI/Scrapegraph-ai/blob/main/CONTRIBUTING.md).
 
 [![My Skills](https://skillicons.dev/icons?i=discord)](https://discord.gg/uJN7TYcpNa)
 [![My Skills](https://skillicons.dev/icons?i=linkedin)](https://www.linkedin.com/company/scrapegraphai/)
@@ -186,7 +187,7 @@ The Official API Documentation can be found [here](https://docs.scrapegraphai.co
 We collect anonymous usage metrics to enhance our package's quality and user experience. The data helps us prioritize improvements and ensure compatibility. If you wish to opt-out, set the environment variable SCRAPEGRAPHAI_TELEMETRY_ENABLED=false. For more information, please refer to the documentation [here](https://docs.scrapegraphai.com/introduction).
 
 ## ❤️ Contributors
-[![Contributors](https://contrib.rocks/image?repo=VinciGit00/Scrapegraph-ai)](https://github.com/VinciGit00/Scrapegraph-ai/graphs/contributors)
+[![Contributors](https://contrib.rocks/image?repo=ScrapeGraphAI/Scrapegraph-ai)](https://github.com/ScrapeGraphAI/Scrapegraph-ai/graphs/contributors)
 
 ## 🎓 Citations
 If you have used our library for research purposes please quote us with the following reference:
@@ -195,7 +196,7 @@ If you have used our library for research purposes please quote us with the foll
     author = {Lorenzo Padoan, Marco Vinciguerra},
     title = {Scrapegraph-ai},
     year = {2024},
-    url = {https://github.com/VinciGit00/Scrapegraph-ai},
+    url = {https://github.com/ScrapeGraphAI/Scrapegraph-ai},
     note = {A Python library for scraping leveraging large language models}
   }
 ```
@@ -208,7 +209,7 @@ If you have used our library for research purposes please quote us with the foll
 
 ## 📜 License
 
-ScrapeGraphAI is licensed under the MIT License. See the [LICENSE](https://github.com/VinciGit00/Scrapegraph-ai/blob/main/LICENSE) file for more information.
+ScrapeGraphAI is licensed under the MIT License. See the [LICENSE](https://github.com/ScrapeGraphAI/Scrapegraph-ai/blob/main/LICENSE) file for more information.
 
 ## Acknowledgements