Merge pull request #52 from HugoLB0/main

adding Mistral powered search engine (native RAG and tools calling)

README.md

@@ -26,13 +26,14 @@ Disclaimer: Examples contributed by the community and partners do not represent
 
 | Notebook | Category | Description |
 | :----------------------------------------------------------------------------------------------------------- | :--------------- | :------------------------------------------------------------------------------- |
-| [quickstart.ipynb](quickstart.ipynb) | chat, embeddings | Basic quickstart with chat and embeddings with Mistral AI API |
-| [prompting_capabilities.ipynb](prompting_capabilities.ipynb) | prompting | Write prompts for classification, summarization, personalization, and evaluation |
-| [basic_RAG.ipynb](basic_RAG.ipynb) | RAG | RAG from scratch with Mistral AI API |
-| [embeddings.ipynb](embeddings.ipynb) | embeddings | Use Mistral embeddings API for classification and clustering |
-| [function_calling.ipynb](function_calling.ipynb) | function calling | Use Mistral API for function calling |
-| [evaluation.ipynb](evaluation.ipynb) | evaluation | Evaluate models with Mistral API |
-| [mistral_finetune_api.ipynb](mistral_finetune_api.ipynb) | fine-tuning | Finetune a model with Mistral fine-tuning API |
+| [quickstart.ipynb](https://github.com/mistralai/cookbook/blob/main/quickstart.ipynb) | chat, embeddings | Basic quickstart with chat and embeddings with Mistral AI API |
+| [prompting_capabilities.ipynb](https://github.com/mistralai/cookbook/blob/main/prompting_capabilities.ipynb) | prompting | Write prompts for classification, summarization, personalization, and evaluation |
+| [basic_RAG.ipynb](https://github.com/mistralai/cookbook/blob/main/basic_RAG.ipynb) | RAG | RAG from scratch with Mistral AI API |
+| [embeddings.ipynb](https://github.com/mistralai/cookbook/blob/main/embeddings.ipynb) | embeddings | Use Mistral embeddings API for classification and clustering |
+| [function_calling.ipynb](https://github.com/mistralai/cookbook/blob/main/function_calling.ipynb) | function calling | Use Mistral API for function calling |
+| [evaluation.ipynb](https://github.com/mistralai/cookbook/blob/main/evaluation.ipynb) | evaluation | Evaluate models with Mistral API |
+| [mistral_finetune_api.ipynb](https://github.com/mistralai/cookbook/blob/main/mistral_finetune_api.ipynb) | fine-tuning | Finetune a model with Mistral fine-tuning API |
+| [mistral-search-engine.ipynb](https://github.com/mistralai/cookbook/blob/main/mistral-search-engine.ipynb) | RAG, function calling | Search engine built with Mistral API, function calling and RAG 
 
 ## Third Party Tools