jacobgoldenart / cookbook

Mistral Cookbook

The Mistral Cookbook features examples contributed by our community and partners. If you have cool examples showcasing Mistral models, feel free to share them by submitting a PR to this repo.

Submission Guidelines:

• File Format: Please submit your example in the .md or .ipynb format.
• Runnable on Colab: If you're sharing a notebook example, try to make sure it's runnable on Google Colab.
• Authorship: Kindly include your name and affiliation at the begining of the file.
• Descriptions: Please include your notebook along with its category and descriptions in the table below.
• Tone: Kindly maintain a neural tone and minimize any excessive marketing materials.
• Reproducibility: To ensure others can reproduce your work, kindly tag package versions in your code.
• Image size: If you have images, please make sure each image's size is below 500KB.
• Copyright: Always respect copyright and intellectual property laws.

Disclaimer: Examples contributed by the community and partners do not represent Mistral's views and opinions.

Content Guidelines:

• Originality: Is your content original and offering a fresh perspective?
• Clear: Is your content well-structured and clearly written?
• Value: Is your content valuable to the community? Does the community need it?

Notebook list

Notebook	Category	Description
prompting_capabilities.ipynb	prompting	Write prompts for classification, summarization, personalization, and evaluation
basic_RAG.ipynb	RAG	RAG from scratch with Mistral AI API
embeddings.ipynb	embeddings	Use Mistral embeddings API for classification and clustering
function_calling.ipynb	function calling	Use Mistral API for function calling
langgraph_crag_mistral.ipynb	RAG	Corrective RAG using self-reflection with LangGraph and Mistral with option to run locally (with Ollama).
llamaindex_agentic_rag.ipynb	RAG, agent	Use Mistral AI with LlamaIndex and ReAct agent
haystack_chat_with_docs.ipynb	RAG, embeddings	Use Mistral AI with Haystack indexing and RAG pipelines