/cookbook

Primary LanguageJupyter NotebookMIT LicenseMIT

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 beginning 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?

Main Notebooks

Notebook Category Description
quickstart.ipynb chat, embeddings Basic quickstart with chat and embeddings with Mistral AI API
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
evaluation.ipynb evaluation Evaluate models with Mistral API
mistral_finetune_api.ipynb fine-tuning Finetune a model with Mistral fine-tuning API

Third Party Tools

Tools Category Party
azure_ai_search_rag.ipynb RAG, embeddings Azure
haystack_chat_with_docs.ipynb RAG, embeddings Haystack
adaptive_rag_mistral.ipynb RAG Langchain
corrective_rag_mistral.ipynb RAG Langchain
langgraph_code_assistant.ipynb code Langchain
langgraph_crag_mistral.ipynb RAG Langchain
self_rag_mistral.ipynb RAG Langchain
Adaptive_RAG.ipynb RAG LLamaIndex
Agents_Tools.ipynb agent LLamaIndex
llamaindex_agentic_rag.ipynb RAG, agent LLamaIndex
RAG.ipynb RAG LLamaIndex
RouterQueryEngine.ipynb agent LLamaIndex
SubQuestionQueryEngine.ipynb agent LLamaIndex
neon_text_to_sql.ipynb code Neon
Ollama Meetup Demo demo Ollama
arize_phoenix_tracing.ipynb tracing data Phoenix
pinecone_rag.ipynb RAG Pinecone
Gradio Integration - Chat with PDF demo, RAG Gradio
Panel Integration - Chat with PDF demo, RAG Panel
Streamlit Integration - Chat with PDF demo, RAG Streamlit