Add Notebook: Medical Question Answering with HuatuoGPT-o1

notebooks/en/_toctree.yml

@@ -76,6 +76,8 @@
           title: Scaling Test-Time Compute for Longer Thinking in LLMs
         - local: fine_tuning_llm_grpo_trl
           title: Post training an LLM for reasoning with GRPO in TRL
+        - local: medical_rag_and_Reasoning
+          title: HuatuoGPT-o1 Medical RAG and Reasoning
 
     - title: Computer Vision Recipes
       isExpanded: false

notebooks/en/index.md

@@ -7,16 +7,16 @@ applications and solving various machine learning tasks using open-source tools
 
 Check out the recently added notebooks:
 
+- [HuatuoGPT-o1 Medical RAG and Reasoning](medical_rag_and_Reasoning)
 - [Fine-tuning Granite Vision 3.1 2B with TRL](fine_tuning_granite_vision_sft_trl)
 - [Post training an LLM for reasoning with GRPO in TRL](fine_tuning_llm_grpo_trl)
 - [Evaluating AI Search Engines with `judges` - the open-source library for LLM-as-a-judge evaluators](llm_judge_evaluating_ai_search_engines_with_judges_library)
 - [Structured Generation from Images or Documents Using Vision Language Models](structured_generation_vision_language_models)
-- [Vector Search on Hugging Face with the Hub as Backend](vector_search_with_hub_as_backend)
 
 You can also check out the notebooks in the cookbook's [GitHub repo](https://github.com/huggingface/cookbook).
 
 ## 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".
+how you can add your "recipe".