Merge pull request #165 from chonkie-ai/add-chonkbook

Add chonkbook

cookbook/README.md

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+<div align='center'>
+
+![Chonkie Cookbook Logo](/assets/chonkbook_logo_transparent_bg.png)
+
+# 🦛 Chonkie's Cookbook 📚
+
+_A collection of recipes, tutorials, and projects using Chonkie_
+
+</div>
+
+## 📖 Official Tutorials
+
+| Tutorial | Description | Try it in Colab |
+|----------|-------------|-----------------|
+| Recursive Chunking for PDF/Markdown Documents | A quick look at how you can use Chonkie's RecursiveChunker to chunk your PDF/Markdown documents and build a RAG pipeline over it! | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bhavnicksm/chonkie/blob/main/cookbook/tutorials/recursive_chunking_pdf.ipynb) |
+
+## 🔌 Community Integrations
+
+Chonkie is proud to power a diverse ecosystem of projects and integrations across the AI and ML landscape. Our lightweight, flexible architecture makes it easy to integrate Chonkie into your existing workflows and tools.
+
+Want to add your integration? Simply [raise an issue](https://github.com/bhavnicksm/chonkie/issues/new) and we'll help you get started! Once approved, your integration will be featured here.
+
+| Integration | Description | Repository |
+|-------------|-------------|------------|
+| ⚡️ FlashRAG | High-performance RAG framework optimized for speed and efficiency | [![GitHub](https://img.shields.io/badge/GitHub-181717?style=plastic&logo=github&logoColor=white&labelColor=464646)](https://github.com/RUC-NLPIR/FlashRAG) |
+| 📄 txtai | All-in-one embeddings database for semantic search, LLM orchestration and language model workflows | [![GitHub](https://img.shields.io/badge/GitHub-181717?style=plastic&logo=github&logoColor=white&labelColor=464646)](https://github.com/neuml/txtai) |
+| [Add your integration here!](CONTRIBUTING.md) | Share your Chonkie integration with the community | [![GitHub](https://img.shields.io/badge/GitHub-181717?style=plastic&logo=github&logoColor=white&labelColor=464646)](CONTRIBUTING.md) |
+
+## 📚 Community Blogs & Resources
+
+Share your knowledge and experiences with Chonkie! Whether it's a blog post, video tutorial, or technical deep-dive, we'd love to feature your content here.
+
+| Type | Title | Author | Description |
+|------|--------|--------|-------------|
+| Video | [Chonkie - RAG Chunking Library - Easy Local Installation and Testing](https://www.youtube.com/watch?v=f4f1TkeL5Hk) | Fahd Mirza | A quick walkthrough of how to install Chonkie and test it out for yourself! |
+| Blog | [Easy Late-Chunking with Chonkie](https://pub.towardsai.net/easy-late-chunking-with-chonkie-7f05e5916997) | Michael Ryaboy | This blog post is a quick look at how you can use Chonkie's LateChunker to chunk your documents and build a search pipeline over it with KDB.AI! |
+
+Have content to share? Open an issue with your resource and we'll get it added to the cookbook!
+
+## 📝 Contributing
+
+Want to add your project or integration to the cookbook? Check out our [contribution guidelines](CONTRIBUTING.md)!
+
+---
+
+<div align='center'>
+
+Need help? Join our [Discord community](https://discord.gg/rYYp6DC4cv)!
+
+</div>