Merge pull request #52 from jinnovation/jinnovation/llamaindex

Add notebook demonstrating RAG with LlamaIndex

notebooks/en/_toctree.yml

@@ -16,6 +16,8 @@
     title: Fine-tuning a Code LLM on Custom Code on a single GPU
   - local: rag_zephyr_langchain
     title: Simple RAG using Hugging Face Zephyr and LangChain
+  - local: rag_llamaindex_librarian
+    title: RAG "Librarian" Using LlamaIndex
   - local: advanced_rag
     title: Advanced RAG on HuggingFace documentation using LangChain
   - local: rag_evaluation

notebooks/en/index.md

@@ -1,12 +1,13 @@
 # Open-Source AI Cookbook
 
-The Open-Source AI Cookbook is a collection of notebooks illustrating practical aspects of building AI 
+The Open-Source AI Cookbook is a collection of notebooks illustrating practical aspects of building AI
 applications and solving various machine learning tasks using open-source tools and models.
 
 ## Latest notebooks
 
-Check out the recently added notebooks: 
+Check out the recently added notebooks:
 
+- [Building A RAG Ebook "Librarian" Using LlamaIndex](rag_llamaindex_librarian)
 - [Stable Diffusion Interpolation](stable_diffusion_interpolation)
 - [Building A RAG System with Gemma, MongoDB and Open Source Models](rag_with_hugging_face_gemma_mongodb)
 - [Prompt Tuning with PEFT Library](prompt_tuning_peft)
@@ -22,6 +23,6 @@ You can also check out the notebooks in the cookbook's [GitHub repo](https://git
 
 ## Contributing
 
-The Open-Source AI Cookbook is a community effort, and we welcome contributions from everyone! 
-Check out the cookbook's [Contribution guide](https://github.com/huggingface/cookbook/blob/main/README.md) to learn 
-how you can add your "recipe". 
+The Open-Source AI Cookbook is a community effort, and we welcome contributions from everyone!
+Check out the cookbook's [Contribution guide](https://github.com/huggingface/cookbook/blob/main/README.md) to learn
+how you can add your "recipe".