## [v0.2.77] - 2024-08-04

Significant improvements in text processing and performance:

- 🚀 **Dependency reduction**: Removed dependency on spaCy model for text chunk labeling in cosine extraction strategy.
- 🤖 **Transformer upgrade**: Implemented text sequence classification using a transformer model for labeling text chunks.
-  **Performance enhancement**: Improved model loading speed due to removal of spaCy dependency.
- 🔧 **Future-proofing**: Laid groundwork for potential complete removal of spaCy dependency in future versions.

These changes address issue #68 and provide a foundation for faster, more efficient text processing in Crawl4AI.
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unclecode
2024-08-04 14:54:18 +08:00
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# Crawl4AI v0.2.76 🕷️🤖
# Crawl4AI v0.2.77 🕷️🤖
[![GitHub Stars](https://img.shields.io/github/stars/unclecode/crawl4ai?style=social)](https://github.com/unclecode/crawl4ai/stargazers)
[![GitHub Forks](https://img.shields.io/github/forks/unclecode/crawl4ai?style=social)](https://github.com/unclecode/crawl4ai/network/members)
@@ -8,7 +8,7 @@
Crawl4AI simplifies web crawling and data extraction, making it accessible for large language models (LLMs) and AI applications. 🆓🌐
#### [v0.2.76] - 2024-08-02
#### [v0.2.77] - 2024-08-02
Major improvements in functionality, performance, and cross-platform compatibility! 🚀
@@ -50,7 +50,7 @@ Major improvements in functionality, performance, and cross-platform compatibili
# Crawl4AI
## 🌟 Shoutout to Contributors of v0.2.76!
## 🌟 Shoutout to Contributors of v0.2.77!
A big thank you to the amazing contributors who've made this release possible: